Digital Health – Gait Analytics

2024

• Grube L., Petit P., Vuillerme N., Nitschke M., Nwosu OB., Knitza J., Krusche M., Seifer AK., Eskofier B., Schett G., Morf H.:
  Complementary App-Based Yoga Home Exercise Therapy for Patients With Axial Spondyloarthritis: Usability Study
  In: JMIR Formative Research 8 (2024), Article No.: e57185
  ISSN: 2561-326X
  DOI: 10.2196/57185
  BibTeX: Download
• Ibrahim A., Ollenschläger M., Klebe S., Schüle R., Jeschonneck N., Kellner M., Loris E., Greinwalder T., Eskofier B., Winkler J., Gaßner H., Regensburger M.:
  Mobile digital gait analysis captures effects of botulinum toxin in hereditary spastic paraplegia
  In: European Journal of Neurology (2024)
  ISSN: 1351-5101
  DOI: 10.1111/ene.16367
  BibTeX: Download
• Kirk C., Küderle A., Micó-Amigo ME., Bonci T., Paraschiv-Ionescu A., Ullrich M., Soltani A., Gazit E., Salis F., Alcock L., Aminian K., Becker C., Bertuletti S., Brown P., Buckley E., Cantu A., Carsin AE., Caruso M., Caulfield B., Cereatti A., Chiari L., D’Ascanio I., Garcia-Aymerich J., Hansen C., Hausdorff JM., Hiden H., Hume E., Keogh A., Kluge F., Koch S., Maetzler W., Megaritis D., Mueller A., Niessen M., Palmerini L., Schwickert L., Scott K., Sharrack B., Sillén H., Singleton D., Vereijken B., Vogiatzis I., Yarnall AJ., Rochester L., Mazzà C., Eskofier B., Del Din S.:
  Mobilise-D insights to estimate real-world walking speed in multiple conditions with a wearable device
  In: Scientific Reports 14 (2024), Article No.: 1754
  ISSN: 2045-2322
  DOI: 10.1038/s41598-024-51766-5
  BibTeX: Download
• Kluge F., Brand YE., Micó-Amigo ME., Bertuletti S., D'Ascanio I., Gazit E., Bonci T., Kirk C., Küderle A., Palmerini L., Paraschiv-Ionescu A., Salis F., Soltani A., Ullrich M., Alcock L., Aminian K., Becker C., Brown P., Buekers J., Carsin AE., Caruso M., Caulfield B., Cereatti A., Chiari L., Echevarria C., Eskofier B., Evers J., Garcia-Aymerich J., Hache T., Hansen C., Hausdorff JM., Hiden H., Hume E., Keogh A., Koch S., Maetzler W., Megaritis D., Niessen M., Perlman O., Schwickert L., Scott K., Sharrack B., Singleton D., Vereijken B., Vogiatzis I., Yarnall A., Rochester L., Mazzà C., Del Din S., Mueller A.:
  Real-World Gait Detection Using a Wrist-Worn Inertial Sensor: Validation Study
  In: JMIR Formative Research 8 (2024), Article No.: e50035
  ISSN: 2561-326X
  DOI: 10.2196/50035
  BibTeX: Download
• Kudelka J., Ollenschläger M., Dodel R., Eskofier B., Hobert MA., Jahn K., Klucken J., Labeit B., Polidori MC., Prell T., Warnecke T., von Arnim CA., Maetzler W., Jacobs AH.:
  Which Comprehensive Geriatric Assessment (CGA) instruments are currently used in Germany: a survey
  In: BMC Geriatrics 24 (2024), Article No.: 347
  ISSN: 1471-2318
  DOI: 10.1186/s12877-024-04913-6
  BibTeX: Download
• Küderle A., Ullrich M., Roth N., Ollenschläger M., Ibrahim A., Moradi H., Richer R., Seifer AK., Zürl M., Simpetru R., Herzer L., Prossel D., Kluge F., Eskofier B.:
  Gaitmap – An Open Ecosystem for IMU-based Human Gait Analysis and Algorithm Benchmarking
  In: IEEE Open Journal of Engineering in Medicine and Biology (2024), p. 1-10
  DOI: 10.1109/OJEMB.2024.3356791
  BibTeX: Download
• Laudanski AF., Küderle A., Kluge F., Eskofier B., Acker SM.:
  Enhancing Automatic Inertial Sensor Calibration Algorithm for Accurate Joint Angle Estimation in High Flexion Postures
  In: IEEE Sensors Journal (2024), p. 1-1
  ISSN: 1530-437X
  DOI: 10.1109/JSEN.2024.3423374
  BibTeX: Download
• Micó-Amigo ME., Bonci T., Paraschiv-Ionescu A., Ullrich M., Kirk C., Soltani A., Küderle A., Gazit E., Salis F., Alcock L., Aminian K., Becker C., Bertuletti S., Brown P., Buckley E., Cantu A., Carsin AE., Caruso M., Caulfield B., Cereatti A., Chiari L., D’Ascanio I., Eskofier B., Fernstad S., Froehlich M., Garcia-Aymerich J., Hansen C., Hausdorff JM., Hiden H., Hume E., Keogh A., Kluge F., Koch S., Maetzler W., Megaritis D., Mueller A., Niessen M., Palmerini L., Schwickert L., Scott K., Sharrack B., Sillén H., Singleton D., Vereijken B., Vogiatzis I., Yarnall AJ., Rochester L., Mazzà C., Del Din S.:
  Correction to: Assessing real-world gait with digital technology? Validation, insights and recommendations from the Mobilise-D consortium (Journal of NeuroEngineering and Rehabilitation, (2023), 20, 1, (78), 10.1186/s12984-023-01198-5)
  In: Journal of neuroEngineering and rehabilitation 21 (2024), Article No.: 71
  ISSN: 1743-0003
  DOI: 10.1186/s12984-024-01361-6
  BibTeX: Download
• Raccagni C., Sidoroff V., Paraschiv-Ionescu A., Roth N., Schönherr G., Eskofier B., Gaßner H., Kluge F., Teatini F., Seppi K., Goebel G., Benninger DH., Aminian K., Klucken J., Wenning G.:
  Effects of physiotherapy and home-based training in parkinsonian syndromes: protocol for a randomised controlled trial (MobilityAPP)
  In: BMJ Open 14 (2024), p. e081317-
  ISSN: 2044-6055
  DOI: 10.1136/bmjopen-2023-081317
  BibTeX: Download
• Richer R., Abel L., Mücke A., Küderle A., Eskofier B., Rohleder N.:
  CARWatch – An Open-Source Framework for Objective Cortisol Awakening Response Assessment
  DOI: 10.1016/j.psyneuen.2023.106845
  BibTeX: Download
• Richer R., Koch V., Abel L., Hauck F., Kurz M., Ringgold V., Müller V., Küderle A., Schindler-Gmelch L., Eskofier B., Rohleder N.:
  Machine learning-based detection of acute psychosocial stress from body posture and movements
  In: Scientific Reports 14 (2024), Article No.: 8251
  ISSN: 2045-2322
  DOI: 10.1038/s41598-024-59043-1
  URL: https://www.nature.com/articles/s41598-024-59043-1
  BibTeX: Download
• Richer R., Varkentin E., Kurmanbekova K., Müller V., Abel L., Ringgold V., Küderle A., Brich I., Rohleder N., Eskofier B.:
  Stress+ – Towards an Open-Source Web Application for the Remote Induction of Acute Psychosocial Stress
  DOI: 10.1016/j.psyneuen.2023.106870
  BibTeX: Download
• Richer R., Zenkner JJ., Küderle A., Rohleder N., Eskofier B.:
  Lower Vagal Response to the Cold Face Test during Acute Psychosocial Stress is Associated with Higher Cortisol Reactivity
  DOI: 10.1016/j.psyneuen.2023.106871
  BibTeX: Download
• Seifer AK., Kuderle A., Dorschky E., Moradi H., Hannemann R., Eskofier B.:
  Step Length and Gait Speed Estimation using A Hearing Aid Integrated Accelerometer: A Comparison of Different Algorithms
  In: IEEE Journal of Biomedical and Health Informatics (2024)
  ISSN: 2168-2194
  DOI: 10.1109/JBHI.2024.3454824
  BibTeX: Download
• Zürl M., Stoll P., Brehm I., Sueskind J., Raab R., Petermann J., Zanca D., Simon R., von Fersen L., Eskofier B.:
  Automated long-term monitoring of stereotypical movement in polar bears under human care using machine learning
  In: Ecological Informatics (2024), p. 102840
  ISSN: 1574-9541
  DOI: 10.1016/j.ecoinf.2024.102840
  BibTeX: Download

2023

• Abdullahi I., Raab R., Küderle A., Eskofier B.:
  Aligning Federated Learning with Existing Trust Structures in Health Care Systems
  In: International Journal of Environmental Research and Public Health 20 (2023), Article No.: 5378
  ISSN: 1661-7827
  DOI: 10.3390/ijerph20075378
  URL: https://www.mdpi.com/1660-4601/20/7/5378
  BibTeX: Download
• Buekers J., Megaritis D., Koch S., Alcock L., Ammour N., Becker C., Bertuletti S., Bonci T., Brown P., Buckley E., Buttery SC., Caulfied B., Cereatti A., Chynkiamis N., Demeyer H., Echevarria C., Frei A., Hansen C., Hausdorff JM., Hopkinson NS., Hume E., Küderle A., Maetzler W., Mazzà C., Micó-Amigo EM., Mueller A., Palmerini L., Salis F., Scott K., Troosters T., Vereijken B., Watz H., Rochester L., Din SD., Vogiatzis I., Garcia-Aymerich J.:
  Laboratory and free-living gait performance in adults with COPD and healthy controls
  In: ERJ Open Research 9 (2023), Article No.: 00159-2023
  ISSN: 2312-0541
  DOI: 10.1183/23120541.00159-2023
  BibTeX: Download
• Delgado-Ortiz L., Polhemus A., Keogh A., Sutton N., Remmele W., Hansen C., Kluge F., Sharrack B., Becker C., Troosters T., Maetzler W., Rochester L., Frei A., Puhan MA., Garcia-Aymerich J.:
  Listening to the patients' voice: a conceptual framework of the walking experience
  In: Age and Ageing 52 (2023)
  ISSN: 0002-0729
  DOI: 10.1093/ageing/afac233
  BibTeX: Download
• Ibrahim A., Adler W., Gaßner H., Rothhammer V., Kluge F., Eskofier B.:
  Association between cognition and gait in multiple sclerosis: A smartphone-based longitudinal analysis
  In: International Journal of Medical Informatics 177 (2023), Article No.: 105145
  ISSN: 1386-5056
  DOI: 10.1016/j.ijmedinf.2023.105145
  BibTeX: Download
• Koch V., Jakob V., Küderle A., Ollenschläger M., Kotter K., Ibrahim A., Winkler J., Eskofier B., Regensburger M., Gaßner H.:
  Inertial sensor acquired foot elevation parameters validated by Motion capture in a cohort of patients with Hereditary Spastic Paraplegias
  In: Gait & Posture 100 (2023), p. 79-80
  ISSN: 0966-6362
  DOI: 10.1016/j.gaitpost.2022.11.071
  BibTeX: Download
• Krauß D., Richer R., Albrecht NC., Küderle A., Abel L., Leutheuser H., Jukic J., German A., Kölpin A., Winkler J., Eskofier B.:
  Contactless Heart Rate Estimation using a 61 GHz Continuous-Wave Radar
  IEEE-EMBS International Conference on Body Sensor Networks: Sensor and Systems for Digital Health (MIT Media Lab, Boston MA, 9. October 2023 - 11. October 2023)
  BibTeX: Download
• Küderle A., Richer R., Simpetru R., Eskofier B.:
  tpcp: Tiny Pipelines for Complex Problems - A set of framework independent helpers for algorithms development and evaluation
  In: Journal of Open Source Software 8 (2023), p. 4953
  ISSN: 2475-9066
  DOI: 10.21105/joss.04953
  URL: https://joss.theoj.org/papers/10.21105/joss.04953
  BibTeX: Download
• Loris E., Ollenschläger M., Greinwalder T., Eskofier B., Winkler J., Gaßner H., Regensburger M.:
  Mobile digital gait analysis objectively measures progression in hereditary spastic paraplegia
  In: Annals of Clinical and Translational Neurology 10 (2023)
  ISSN: 2328-9503
  DOI: 10.1002/acn3.51725
  BibTeX: Download
• Micó-Amigo ME., Bonci T., Paraschiv-Ionescu A., Ullrich M., Kirk C., Soltani A., Küderle A., Gazit E., Salis F., Alcock L., Aminian K., Becker C., Bertuletti S., Brown P., Buckley E., Cantu A., Carsin AE., Caruso M., Caulfield B., Cereatti A., Chiari L., D’Ascanio I., Eskofier B., Fernstad S., Froehlich M., Garcia-Aymerich J., Hansen C., Hausdorff JM., Hiden H., Hume E., Keogh A., Kluge F., Koch S., Maetzler W., Megaritis D., Mueller A., Niessen M., Palmerini L., Schwickert L., Scott K., Sharrack B., Sillén H., Singleton D., Vereijken B., Vogiatzis I., Yarnall AJ., Rochester L., Mazzà C., Del Din S.:
  Assessing real-world gait with digital technology? Validation, insights and recommendations from the Mobilise-D consortium
  In: Journal of neuroEngineering and rehabilitation 20 (2023), Article No.: 78
  ISSN: 1743-0003
  DOI: 10.1186/s12984-023-01198-5
  BibTeX: Download
• Nitschke M., Nwosu OB., Grube L., Knitza J., Seifer AK., Eskofier B., Schett G., Morf H.:
  Refinement and Usability Analysis of an eHealth App for Ankylosing Spondylitis as a Complementary Treatment to Physical Therapy: Development and Usability Study
  In: JMIR Formative Research 7 (2023), Article No.: e47426
  ISSN: 2561-326X
  DOI: 10.2196/47426
  BibTeX: Download
• Ollenschläger M., Höfner P., Ullrich M., Kluge F., Greinwalder T., Loris E., Regensburger M., Eskofier B., Winkler J., Gaßner H.:
  Automated assessment of foot elevation in adults with hereditary spastic paraplegia using inertial measurements and machine learning
  In: Orphanet Journal of Rare Diseases 18 (2023), Article No.: 249
  ISSN: 1750-1172
  DOI: 10.1186/s13023-023-02854-8
  BibTeX: Download
• Palmerini L., Reggi L., Bonci T., Del Din S., Micó-Amigo ME., Salis F., Bertuletti S., Caruso M., Cereatti A., Gazit E., Paraschiv-Ionescu A., Soltani A., Kluge F., Küderle A., Ullrich M., Kirk C., Hiden H., D’Ascanio I., Hansen C., Rochester L., Mazzà C., Chiari L.:
  Mobility recorded by wearable devices and gold standards: the Mobilise-D procedure for data standardization
  In: Scientific Data 10 (2023), Article No.: 38
  ISSN: 2052-4463
  DOI: 10.1038/s41597-023-01930-9
  BibTeX: Download
• Raab R., Küderle A., Zakreuskaya A., Stern AD., Klucken J., Kaissis G., Rueckert D., Boll S., Eils R., Wagener H., Eskofier B.:
  Federated electronic health records for the European Health Data Space
  In: The Lancet Digital Health 5 (2023), p. e840-e847
  ISSN: 2589-7500
  DOI: 10.1016/S2589-7500(23)00156-5
  URL: https://www.thelancet.com/journals/landig/article/PIIS2589-7500(23)00156-5/fulltext
  BibTeX: Download
• Richer R., Abel L., Küderle A., Eskofier B., Rohleder N.:
  CARWatch – A smartphone application for improving the accuracy of cortisol awakening response sampling
  In: Psychoneuroendocrinology 151 (2023), p. 106073
  ISSN: 0306-4530
  DOI: 10.1016/j.psyneuen.2023.106073
  URL: https://www.sciencedirect.com/science/article/abs/pii/S0306453023000513
  BibTeX: Download
• Richer R., Geßler T., Herzer L., Abel L., Küderle A., Rohleder N., Eskofier B.:
  openTSST – An open web platform for large-scale, video-based motion analysis during acute psychosocial stress
  IEEE-EMBS International Conference on Body Sensor Networks: Sensor and Systems for Digital Health (MIT Media Lab, Boston, MA, 9. October 2023 - 11. October 2023)
  BibTeX: Download
• Romijnders R., Salis F., Hansen C., Küderle A., Paraschiv-Ionescu A., Cereatti A., Alcock L., Aminian K., Becker C., Bertuletti S., Bonci T., Brown P., Buckley E., Cantu A., Carsin AE., Caruso M., Caulfield B., Chiari L., D'Ascanio I., Del Din S., Eskofier B., Fernstad SJ., Fröhlich MS., Garcia Aymerich J., Gazit E., Hausdorff JM., Hiden H., Hume E., Keogh A., Kirk C., Kluge F., Koch S., Mazzà C., Megaritis D., Micó-Amigo E., Müller A., Palmerini L., Rochester L., Schwickert L., Scott K., Sharrack B., Singleton D., Soltani A., Ullrich M., Vereijken B., Vogiatzis I., Yarnall A., Schmidt G., Maetzler W.:
  Ecological validity of a deep learning algorithm to detect gait events from real-life walking bouts in mobility-limiting diseases
  In: Frontiers in Neurology 14 (2023), Article No.: 1247532
  ISSN: 1664-2295
  DOI: 10.3389/fneur.2023.1247532
  BibTeX: Download
• Salis F., Bertuletti S., Bonci T., Caruso M., Scott K., Alcock L., Buckley E., Gazit E., Hansen C., Schwickert L., Aminian K., Becker C., Brown P., Carsin AE., Caulfield B., Chiari L., D’Ascanio I., Del Din S., Eskofier B., Garcia-Aymerich J., Hausdorff JM., Hume EC., Kirk C., Kluge F., Koch S., Küderle A., Maetzler W., Micó-Amigo EM., Mueller A., Neatrour I., Paraschiv-Ionescu A., Palmerini L., Yarnall AJ., Rochester L., Sharrack B., Singleton D., Vereijken B., Vogiatzis I., Della Croce U., Mazzà C., Cereatti A.:
  A multi-sensor wearable system for the assessment of diseased gait in real-world conditions
  In: Frontiers in Bioengineering and Biotechnology 11 (2023), Article No.: 1143248
  ISSN: 2296-4185
  DOI: 10.3389/fbioe.2023.1143248
  BibTeX: Download
• Sayed YA., Ibrahim A., Tamrazyan AG., Fahmy MF.:
  Machine-learning-based models versus design-oriented models for predicting the axial compressive load of FRP-confined rectangular RC columns
  In: Engineering Structures 285 (2023), Article No.: 116030
  ISSN: 0141-0296
  DOI: 10.1016/j.engstruct.2023.116030
  BibTeX: Download
• Seifer AK., Dorschky E., Küderle A., Moradi H., Hannemann R., Eskofier B.:
  EarGait: Estimation of Temporal Gait Parameters from Hearing Aid Integrated Inertial Sensors
  In: Sensors 23 (2023), Article No.: 6565
  ISSN: 1424-8220
  DOI: 10.3390/s23146565
  URL: https://www.mdpi.com/1424-8220/23/14/6565
  BibTeX: Download
• Seifer AK., Popp F., Richer R., Gaßner H., Eskofier B.:
  Improving the Robustness of IMU-based Sit-To-Stand Detection during Simulated Real-World Activities for Different Sensor Positions
  IEEE Biomedical and Health Informatics Conference (Pittsburgh, 15. October 2023 - 18. October 2023)
  BibTeX: Download
• Ullrich M., Roth N., Küderle A., Richer R., Gladow T., Gaßner H., Marxreiter F., Klucken J., Eskofier B., Kluge F.:
  Fall Risk Prediction in Parkinson's Disease Using Real-World Inertial Sensor Gait Data.
  In: IEEE Journal of Biomedical and Health Informatics 27 (2023), p. 319-328
  ISSN: 2168-2194
  DOI: 10.1109/JBHI.2022.3215921
  BibTeX: Download
• Vorberg L., Pflüger S., Richer R., Jäger K., Küderle A., Rohleder N., Eskofier B.:
  Prediction of Stress Coping Capabilities from Nightly Heart Rate Patterns using Machine Learning
  2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) (Pittsburgh, 15. October 2023 - 18. October 2023)
  In: 2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) 2023
  DOI: 10.1109/BHI58575.2023.10313401
  URL: https://www.mad.tf.fau.de/files/2023/12/vorberg_pflueger23_stress_coping_nightly_hr.pdf
  BibTeX: Download
• Zürl M., Dirauf R., Köferl F., Steinlein N., Sueskind J., Zanca D., Brehm I., von Fersen L., Eskofier B.:
  PolarBearVidID: A Video-Based Re-Identification Benchmark Dataset for Polar Bears
  In: Animals 13 (2023), p. 801
  ISSN: 2076-2615
  DOI: 10.3390/ani13050801
  BibTeX: Download
• da Rosa Tavares JE., Ullrich M., Roth N., Kluge F., Eskofier B., Gaßner H., Klucken J., Gladow T., Marxreiter F., da Costa CA., da Rosa Righi R., Victória Barbosa JL.:
  uTUG: An unsupervised Timed Up and Go test for Parkinson's disease
  In: Biomedical Signal Processing and Control 81 (2023), Article No.: 104394
  ISSN: 1746-8094
  DOI: 10.1016/j.bspc.2022.104394
  BibTeX: Download

2022

• Antunes RS., Da Costa CA., Küderle A., Abdullahi I., Eskofier B.:
  Federated Learning for Healthcare: Systematic Review and Architecture Proposal
  In: ACM Transactions on Intelligent Systems and Technology (2022)
  ISSN: 2157-6904
  DOI: 10.1145/3501813
  URL: https://dl.acm.org/doi/10.1145/3501813
  BibTeX: Download
• Ceron JD., Lopez DM., Eskofier B., Kluge F.:
  Framework for Simultaneous Indoor Localization, Mapping, and Human Activity Recognition in Ambient Assisted Living Scenarios
  In: Sensors 22 (2022)
  ISSN: 1424-8220
  DOI: 10.3390/s22093364
  BibTeX: Download
• Delgado Ortiz L., Polhemus A., Keogh A., Sutton N., Remmele W., Hansen C., Kluge F., Sharrack B., Becker C., Troosters T., Maetzler W., Rochester L., Frei A., Puhan M., Garcia-Aymerich J.:
  What is walking? a systematic review and meta-ethnography
  In: EUROPEAN RESPIRATORY JOURNAL, SHEFFIELD: 2022
  DOI: 10.1183/13993003.congress-2022.377
  BibTeX: Download
• Egle F., Kluge F., Schöne D., Becker L., Koelewijn A.:
  Development of an Inertial Sensor-Based Exergame for Combined Cognitive and Physical Training
  2022 IEEE-EMBS International Conference on Wearable and Implantable Body Sensor Networks (BSN) (Ioannina, 27. September 2022 - 30. September 2022)
  In: IEEE (ed.): 2022 IEEE-EMBS International Conference on Wearable and Implantable Body Sensor Networks (BSN) 2022
  DOI: 10.1109/BSN56160.2022.9928474
  BibTeX: Download
• Froehlich H., Bontridder N., Petrovska-Delacreta D., Glaab E., Kluge F., El Yacoubi M., Marin Valero M., Corvol JC., Eskofier B., Van Gyseghem JM., Lehericy S., Winkler J., Klucken J.:
  Leveraging the Potential of Digital Technology for Better Individualized Treatment of Parkinson's Disease
  In: Frontiers in Neurology 13 (2022)
  ISSN: 1664-2295
  DOI: 10.3389/fneur.2022.788427
  BibTeX: Download
• Ibrahim A., Flachenecker F., Gaßner H., Rothammer V., Klucken J., Eskofier B., Kluge F.:
  Short inertial sensor-based gait tests reflect perceived state fatigue in multiple sclerosis
  In: Multiple Sclerosis and Related Disorders 58 (2022), Article No.: 103519
  ISSN: 2211-0348
  DOI: 10.1016/j.msard.2022.103519
  BibTeX: Download
• Knitza J., Janousek L., Kluge F., Von Der Decken CB., Kleinert S., Vorbrueggen W., Kleyer A., Simon D., Hueber A., Muehlensiepen F., Vuillerme N., Schett G., Eskofier B., Welcker M., Bartz-Bazzanella P.:
  Machine learning-based improvement of an online rheumatology referral and triage system
  In: Frontiers in Medicine 9 (2022), Article No.: 954056
  ISSN: 2296-858X
  DOI: 10.3389/fmed.2022.954056
  BibTeX: Download
• Krauß D., Richer R., Küderle A., Beilner J., Rohleder N., Eskofier B.:
  Benchmarking of Sleep/Wake Detection Algorithms on a Large Cohort using Actigraphy, HRV, and Respiration Information
  IEEE-EMBS International Conference on Biomedical and Health Informatics (Ioaninna, 26. September 2022 - 30. September 2022)
  BibTeX: Download
• Krauß D., Richer R., Küderle A., Rohleder N., Eskofier B.:
  Towards Integration of Sleep Quality in Sports Monitoring – Improving Wearable Sleep Detection Algorithms through Respiratory Information
  13th World Congress of Performance Analysis of Sport 2022 & 13th International Symposium on Computer Science in Sport 2022 (Wien, 10. September 2022 - 13. September 2022)
  BibTeX: Download
• Küderle A., Roth N., Richer R., Eskofier B.:
  imucal - A Python library to calibrate 6 DOF IMUs
  In: Journal of Open Source Software 7 (2022), p. 4338
  ISSN: 2475-9066
  DOI: 10.21105/joss.04338
  URL: https://www.theoj.org/joss-papers/joss.04338/10.21105.joss.04338.pdf
  BibTeX: Download
• Küderle A., Roth N., Zlatanovic J., Zrenner M., Eskofier B., Kluge F.:
  The placement of foot-mounted IMU sensors does affect the accuracy of spatial parameters during regular walking
  In: PLoS ONE 17 (2022)
  ISSN: 1932-6203
  DOI: 10.1371/journal.pone.0269567
  BibTeX: Download
• Link J., Schwinn L., Pulsmeyer F., Kautz T., Eskofier B.:
  xLength: Predicting Expected Ski Jump Length Shortly after Take-Off Using Deep Learning
  In: Sensors 22 (2022), Article No.: 8474
  ISSN: 1424-8220
  DOI: 10.3390/s22218474
  BibTeX: Download
• Moradi H., Roth N., Seifer AK., Eskofier B.:
  Detection of distorted gait and wearing-off phenomenon in Parkinson's disease patients during Levodopa therapy
  4th IEEE-EMBS International Conference on Wearable and Implantable Body Sensor Networks (BSN) / 18th IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) (Ioannina)
  In: 2022 IEEE-EMBS INTERNATIONAL CONFERENCE ON BIOMEDICAL AND HEALTH INFORMATICS (BHI) JOINTLY ORGANISED WITH THE IEEE-EMBS INTERNATIONAL CONFERENCE ON WEARABLE AND IMPLANTABLE BODY SENSOR NETWORKS (BSN'22), NEW YORK: 2022
  DOI: 10.1109/BHI56158.2022.9926873
  BibTeX: Download
• Ollenschläger M., Küderle A., Mehringer W., Seifer AK., Winkler J., Gaßner H., Eskofier B., Kluge F.:
  MaD GUI: An Open-Source Python Package for Annotation and Analysis of Time-Series Data
  In: Sensors 22 (2022)
  ISSN: 1424-8220
  DOI: 10.3390/s22155849
  BibTeX: Download
• Ollenschläger M., Müller-Schulz M., Püllen R., Möller C., Klucken J., Eskofier B., Kluge F.:
  Correction to: Wearable gait analysis systems: ready to be used by medical practitioners in geriatric wards? (European Geriatric Medicine, (2022), 10.1007/s41999-022-00629-1)
  In: European Geriatric Medicine (2022)
  ISSN: 1878-7649
  DOI: 10.1007/s41999-022-00646-0
  BibTeX: Download
• Ollenschläger M., Müller-Schulz M., Püllen R., Möller C., Klucken J., Eskofier B., Kluge F.:
  Wearable gait analysis systems: ready to be used by medical practitioners in geriatric wards?
  In: European Geriatric Medicine (2022)
  ISSN: 1878-7649
  DOI: 10.1007/s41999-022-00629-1
  BibTeX: Download
• Regensburger M., Spatz I., Ollenschläger M., Martindale C., Lindeburg P., Kohl Z., Eskofier B., Klucken J., Schuele R., Klebe S., Winkler J., Gaßner H.:
  Inertial Gait Sensors to Measure Mobility and Functioning in Hereditary Spastic Paraplegia A Cross-sectional Multicenter Clinical Study
  In: Neurology 99 (2022), p. E1079-E1089
  ISSN: 0028-3878
  DOI: 10.1212/WNL.0000000000200819
  BibTeX: Download
• Richer R., Koch V., Küderle A., Müller V., Wirth V., Stamminger M., Rohleder N., Eskofier B.:
  Detection of Acute Psychosocial Stress from Body Movements using Machine Learning
  79th Annual Scientific Meeting of the American Psychosomatic Society (Long Beach, CA, 23. March 2022 - 26. March 2022)
  In: Lippincott Williams & Wilkins (ed.): Psychosomatic Medicine 2022
  BibTeX: Download
• Richer R., Zenkner JJ., Küderle A., Rohleder N., Eskofier B.:
  Exploring the Cold Face Test as a Mechanism for Reducing Acute Psychosocial Stress Responses
  79th Annual Scientific Meeting of the American Psychosomatic Society (Long Beach, CA, 23. March 2022 - 26. March 2022)
  In: Lippincott Williams & Wilkins (ed.): Psychosomatic Medicine 2022
  BibTeX: Download
• Richer R., Zenkner JJ., Küderle A., Rohleder N., Eskofier B.:
  Vagus activation by Cold Face Test reduces acute psychosocial stress responses
  In: Scientific Reports 12 (2022), Article No.: 19270
  ISSN: 2045-2322
  DOI: 10.1038/s41598-022-23222-9
  URL: https://www.nature.com/articles/s41598-022-23222-9
  BibTeX: Download
• Rohleder N., Richer R., Koch V., Küderle A., Müller V., Wirth V., Stamminger M., Eskofier B.:
  Effect of Acute Psychosocial Stress on Body Movements
  79th Annual Scientific Meeting of the American Psychosomatic Society (Long Beach, CA, 23. March 2022 - 26. March 2022)
  In: Lippincott Williams & Wilkins (ed.): Psychosomatic Medicine 2022
  BibTeX: Download
• Roth N., Ullrich M., Küderle A., Gladow T., Marxreiter F., Gaßner H., Kluge F., Klucken J., Eskofier B.:
  Real-World Stair Ambulation Characteristics Differ Between Prospective Fallers and Non-Fallers in Parkinson’s Disease
  In: IEEE Journal of Biomedical and Health Informatics (2022), p. 1-9
  ISSN: 2168-2194
  DOI: 10.1109/JBHI.2022.3186766
  BibTeX: Download
• Schwinn L., Bungert L., Nguyen A., Raab R., Pulsmeyer F., Precup D., Eskofier B., Zanca D.:
  Improving Robustness against Real-World and Worst-Case Distribution Shifts through Decision Region Quantification
  Proceedings of the 39th International Conference on Machine Learning (Baltimore, USA, 17. July 2022 - 23. July 2022)
  In: PMLR (ed.): 162 2022
  Open Access: https://proceedings.mlr.press/v162/schwinn22a.html
  URL: https://proceedings.mlr.press/v162/schwinn22a.html
  BibTeX: Download
• Scott K., Bonci T., Salis F., Alcock L., Buckley E., Gazit E., Hansen C., Schwickert L., Aminian K., Bertuletti S., Caruso M., Chiari L., Sharrack B., Maetzler W., Becker C., Hausdorff JM., Vogiatzis I., Brown P., Del Din S., Eskofier B., Paraschiv-Ionescu A., Keogh A., Kirk C., Kluge F., Mico-Amigo EM., Mueller A., Neatrour I., Niessen M., Palmerini L., Sillen H., Singleton D., Ullrich M., Vereijken B., Froehlich M., Brittain G., Caulfield B., Koch S., Carsin AE., Garcia-Aymerich J., Küderle A., Yarnall A., Rochester L., Cereatti A., Mazza C.:
  Design and validation of a multi-task, multi-context protocol for real-world gait simulation
  In: Journal of neuroEngineering and rehabilitation 19 (2022)
  ISSN: 1743-0003
  DOI: 10.1186/s12984-022-01116-1
  BibTeX: Download
• Tolosana R., Vera-Rodriguez R., Gonzalez-Garcia C., Fierrez J., Morales A., Ortega-Garcia J., Carlos Ruiz-Garcia J., Romero-Tapiador S., Rengifo S., Caruana M., Jiang J., Lai S., Jin L., Zhu Y., Galbally J., Diaz M., Angel Ferrer M., Gomez-Barrero M., Hodashinsky I., Sarin K., Slezkin A., Bardamova M., Svetlakov M., Saleem M., Lia Szcs C., Kovari B., Pulsmeyer F., Wehbi M., Zanca D., Ahmad S., Mishra S., Jabin S.:
  SVC-onGoing: Signature verification competition
  In: Pattern Recognition 127 (2022), Article No.: 108609
  ISSN: 0031-3203
  DOI: 10.1016/j.patcog.2022.108609
  BibTeX: Download
• Truong MT., Nwosu OB., Gaytan Torres ME., Segura Vargas MP., Seifer AK., Nitschke M., Ibrahim A., Knitza J., Krusche M., Eskofier B., Schett G., Morf H.:
  A Yoga Exercise App Designed for Patients With Axial Spondylarthritis: Development and User Experience Study
  In: JMIR Formative Research 6 (2022), p. e34566
  ISSN: 2561-326X
  DOI: 10.2196/34566
  URL: https://formative.jmir.org/2022/6/e34566
  BibTeX: Download
• Ullrich M., Roth N., Küderle A., Richer R., Gladow T., Gaßner H., Marxreiter F., Klucken J., Eskofier B., Kluge F.:
  Fall Risk Prediction in Parkinson’s Disease Using Real-World Inertial Sensor Gait Data
  In: IEEE Transactions on Neural Systems and Rehabilitation Engineering (2022)
  ISSN: 1534-4320
  DOI: 10.1109/jbhi.2022.3215921
  URL: https://ieeexplore.ieee.org/document/9924545
  BibTeX: Download
• Vorberg L., Pflüger S., Richer R., Jäger K., Küderle A., Nassall K., Eskofier B., Rohleder N.:
  Prediction of Stress Coping Capabilities from Nightly Heart Rate Patterns Using Machine Learning
  79th Annual Scientific Meeting of the American Psychosomatic Society (Long Beach, CA, 23. March 2022 - 26. March 2022)
  In: Lippincott Williams & Wilkins (ed.): Psychosomatic Medicine, PHILADELPHIA: 2022
  BibTeX: Download
• Weber N., Lennartz R., Knitza J., Bayat S., Sadeghi M., Ibrahim A., Karatastan C., Sudhakar A., Ramzezanzadegan N., Kahali S., Mirzayev A., Schuster L., Schett G., Eskofier B., Kleyer A.:
  AB1528-HPR FULL BODY HAPTIC BODYSUIT - AN INSTRUMENT TO MEASURE THE RANGE AND SPEED OF MOTION IN PATIENTS WITH AXIAL SPONDYLOARTHRITIS (axSpA) - PRELIMINARY RESULTS
  In: Annals of the Rheumatic Diseases 81 (2022), p. 1866.2-1867
  ISSN: 0003-4967
  DOI: 10.1136/annrheumdis-2022-eular.3069
  BibTeX: Download
• Zürl M., Stoll P., Brehm I., Raab R., Zanca D., Kabri S., Happold J., Nille H., Prechtel K., Wünsch S., Krause M., Seegerer S., von Fersen L., Eskofier B.:
  Automated Video-Based Analysis Framework for Behavior Monitoring of Individual Animals in Zoos Using Deep Learning—A Study on Polar Bears
  In: Animals 12 (2022), p. 692
  ISSN: 2076-2615
  DOI: 10.3390/ani12060692
  BibTeX: Download

2021

• Abdullahi I., Dehling T., Kluge F., Eskofier B., Sunyaev A.:
  Online at Will: A Novel Protocol for Mutual Authentication in Peer-to-Peer Networks for Patient-Centered Health Care Information Systems
  In: 54th Hawaii International Conference on Systems Sciences (HICSS-54) 2021
  DOI: 10.24251/hicss.2021.463
  URL: https://scholarspace.manoa.hawaii.edu/handle/10125/71079
  BibTeX: Download
• Abdullahi I., Dehling T., Kluge F., Geck J., Sunyaev A., Eskofier B.:
  Security Engineering of Patient-Centered Health Care Information Systems in Peer-to-Peer Environments: Systematic Review
  In: Journal of Medical Internet Research 23 (2021), p. e24460
  ISSN: 1438-8871
  DOI: 10.2196/24460
  URL: https://www.jmir.org/2021/11/e24460
  BibTeX: Download
• Gaßner H., List J., Martindale C., Regensburger M., Klucken J., Winkler J., Kohl Z.:
  Functional gait measures correlate to fear of falling, and quality of life in patients with Hereditary Spastic Paraplegia: A cross-sectional study
  In: Clinical Neurology and Neurosurgery 209 (2021), Article No.: 106888
  ISSN: 0303-8467
  DOI: 10.1016/j.clineuro.2021.106888
  BibTeX: Download
• Happold J., Richer R., Küderle A., Gaßner H., Klucken J., Eskofier B., Kluge F.:
  Evaluation of Orthostatic Reactions in Real-World Environments Using Wearable Sensors
  2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (, 1. November 2021 - 5. November 2021)
  DOI: 10.1109/EMBC46164.2021.9630842
  URL: https://www.mad.tf.fau.de/files/2021/12/happold21_vertigo_home.pdf
  BibTeX: Download
• Jakob V., Küderle A., Klucken J., Eskofier B., Winkler J., Winterholler M., Gaßner H., Kluge F.:
  Validation of a sensor-based gait analysis system with a gold-standard motion capture system in patients with parkinson’s disease
  In: Sensors 21 (2021), Article No.: 7680
  ISSN: 1424-8220
  DOI: 10.3390/s21227680
  BibTeX: Download
• Kamal Mallick M., Biser S., Haridas A., Umesh V., Toensing O., Abdullahi I., Ollenschläger M., Heckel M., Kluge F., Ostgathe C., Eskofier B., Steigleder T.:
  Improving Dyspnoea Symptom Control of Patients in Palliative Care Using a Smart Patch-A Proof of Concept Study
  In: Frontiers in Digital Health 3 (2021)
  ISSN: 2673-253X
  DOI: 10.3389/fdgth.2021.765867
  URL: https://www.frontiersin.org/articles/10.3389/fdgth.2021.765867/full?&utm_source=Email_to_authors_&utm_medium=Email&utm_content=T1_11.5e1_author&utm_campaign=Email_publication&field=&journalName=Frontiers_in_Digital_Health&id=765867#h6
  BibTeX: Download
• Kluge F., Del Din S., Cereatti A., Gaßner H., Hansen C., Helbostad JL., Klucken J., Küderle A., Mueller A., Rochester L., Ullrich M., Eskofier B., Mazza C.:
  Consensus based framework for digital mobility monitoring
  In: PLoS ONE 16 (2021)
  ISSN: 1932-6203
  DOI: 10.1371/journal.pone.0256541
  BibTeX: Download
• Martindale C., Christlein V., Klumpp P., Eskofier B.:
  Wearables-based multi-task gait and activity segmentation using recurrent neural networks
  In: Neurocomputing 432 (2021), p. 250-261
  ISSN: 0925-2312
  DOI: 10.1016/j.neucom.2020.08.079
  BibTeX: Download
• Mazza C., Alcock L., Aminian K., Becker C., Bertuletti S., Bonci T., Brown P., Brozgol M., Buckley E., Carsin AE., Caruso M., Caulfield B., Cereatti A., Chiari L., Chynkiamis N., Ciravegna F., Del Din S., Eskofier B., Evers J., Aymerich JG., Gazit E., Hansen C., Hausdorff JM., Helbostad JL., Hiden H., Hume E., Paraschiv-Ionescu A., Ireson N., Keogh A., Kirk C., Kluge F., Koch S., Küderle A., Lanfranchi V., Maetzler W., Mico-Amigo ME., Mueller A., Neatrour I., Niessen M., Palmerini L., Pluimgraaff L., Reggi L., Salis F., Schwickert L., Scott K., Sharrack B., Sillen H., Singleton D., Soltani A., Taraldsen K., Ullrich M., Van Gelder L., Vereijken B., Vogiatzis I., Warmerdam E., Yarnall A., Rochester L.:
  Technical validation of real-world monitoring of gait: a multicentric observational study
  In: BMJ Open 11 (2021)
  ISSN: 2044-6055
  DOI: 10.1136/bmjopen-2021-050785
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• Polhemus A., Ortiz LD., Brittain G., Chynkiamis N., Salis F., Gaßner H., Gross M., Kirk C., Rossanigo R., Taraldsen K., Balta D., Breuls S., Buttery S., Cardenas G., Endress C., Gugenhan J., Keogh A., Kluge F., Koch S., Mico-Amigo ME., Nerz C., Sieber C., Williams P., Bergquist R., De Basea MB., Buckley E., Hansen C., Mikolaizak AS., Schwickert L., Scott K., Stallforth S., Van Uem J., Vereijken B., Cereatti A., Demeyer H., Hopkinson N., Maetzler W., Troosters T., Vogiatzis I., Yarnall A., Becker C., Garcia-Aymerich J., Leocani L., Mazza C., Rochester L., Sharrack B., Frei A., Puhan M.:
  Walking on common ground: a cross-disciplinary scoping review on the clinical utility of digital mobility outcomes
  In: npj Digital Medicine 4 (2021)
  ISSN: 2398-6352
  DOI: 10.1038/s41746-021-00513-5
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• Richer R., Küderle A., Dörr J., Rohleder N., Eskofier B.:
  Assessing the Influence of the Inner Clock on the Cortisol Awakening Response and Pre-Awakening Movement
  2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) (Athens, 28. July 2021 - 30. July 2021)
  In: IEEE (ed.): 2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) 2021
  DOI: 10.1109/BHI50953.2021.9508529
  URL: https://www.mad.tf.fau.de/files/2021/08/richer21_car_inner_clock.pdf
  BibTeX: Download
• Richer R., Küderle A., Ullrich M., Rohleder N., Eskofier B.:
  BioPsyKit: A Python package for the analysis of biopsychological data
  In: Journal of Open Source Software 6 (2021), p. 3702
  ISSN: 2475-9066
  DOI: 10.21105/joss.03702
  URL: https://www.theoj.org/joss-papers/joss.03702/10.21105.joss.03702.pdf
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• Roth N., Küderle A., Prossel D., Gaßner H., Eskofier B., Kluge F.:
  An inertial sensor-based gait analysis pipeline for the assessment of real-world stair ambulation parameters
  In: Sensors 21 (2021), Article No.: 6559
  ISSN: 1424-8220
  DOI: 10.3390/s21196559
  BibTeX: Download
• Roth N., Küderle A., Ullrich M., Gladow T., Marxreiter F., Klucken J., Eskofier B., Kluge F.:
  Hidden Markov Model based stride segmentation on unsupervised free-living gait data in Parkinson’s disease patients
  In: Journal of neuroEngineering and rehabilitation 18 (2021), Article No.: 93
  ISSN: 1743-0003
  DOI: 10.1186/s12984-021-00883-7
  BibTeX: Download
• Roth N., Wieland GP., Küderle A., Ullrich M., Gladow T., Marxreiter F., Klucken J., Eskofier B., Kluge F.:
  Do We Walk Differently at Home? A Context-Aware Gait Analysis System in Continuous Real-World Environments
  2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (, 1. November 2021 - 5. November 2021)
  DOI: 10.1109/EMBC46164.2021.9630378
  BibTeX: Download
• Timotius I., Bieler L., Couillard-Despres S., Sandner B., Garcia-Ovejero D., Labombarda F., Estrada V., Müller HW., Winkler J., Klucken J., Eskofier B., Weidner N., Puttagunta R.:
  Combination of defined catwalk gait parameters for predictive locomotion recovery in experimental spinal cord injury rat models
  In: eNeuro 8 (2021), p. 1-14
  ISSN: 2373-2822
  DOI: 10.1523/ENEURO.0497-20.2021
  BibTeX: Download
• Tolosana R., Vera-Rodriguez R., Gonzalez-Garcia C., Fierrez J., Rengifo S., Morales A., Ortega-Garcia J., Carlos Ruiz-Garcia J., Romero-Tapiador S., Jiang J., Lai S., Jin L., Zhu Y., Galbally J., Diaz M., Ferrer MA., Gomez-Barrero M., Hodashinsky I., Sarin K., Slezkin A., Bardamova M., Svetlakov M., Saleem M., Szücs CL., Kovari B., Pulsmeyer F., Wehbi M., Zanca D., Ahmad S., Mishra S., Jabin S.:
  ICDAR 2021 Competition on On-Line Signature Verification
  16th International Conference on Document Analysis and Recognition, ICDAR 2021 (Lausanne, CHE, 5. September 2021 - 10. September 2021)
  In: Josep Lladós, Daniel Lopresti, Seiichi Uchida (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2021
  DOI: 10.1007/978-3-030-86337-1_48
  BibTeX: Download
• Ullrich M., Küderle A., Reggi L., Cereatti A., Eskofier B., Kluge F.:
  Machine learning-based distinction of left and right foot contacts in lower back inertial sensor gait data
  2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (, 1. November 2021 - 5. November 2021)
  DOI: 10.1109/EMBC46164.2021.9630653
  BibTeX: Download
• Ullrich M., Mücke A., Küderle A., Roth N., Gladow T., Gaßner H., Marxreiter F., Klucken J., Eskofier B., Kluge F.:
  Detection of unsupervised standardized gait tests from real-world inertial sensor data in Parkinson’s disease
  In: IEEE Transactions on Neural Systems and Rehabilitation Engineering (2021), p. 2103-2111
  ISSN: 1534-4320
  DOI: 10.1109/TNSRE.2021.3119390
  URL: https://ieeexplore.ieee.org/abstract/document/9567680
  BibTeX: Download
• Wirth M., Gradl S., Prosinger G., Kluge F., Roth D., Eskofier B.:
  The impact of avatar appearance, perspective and context on gait variability and user experience in virtual reality
  28th IEEE Conference on Virtual Reality and 3D User Interfaces, VR 2021 (Virtual, Lisboa, PRT, 27. March 2021 - 3. April 2021)
  In: Proceedings - 2021 IEEE Conference on Virtual Reality and 3D User Interfaces, VR 2021 2021
  DOI: 10.1109/VR50410.2021.00055
  BibTeX: Download

2020

• Ceron JD., Kluge F., Küderle A., Eskofier B., López DM.:
  Simultaneous indoor pedestrian localization and house mapping based on inertial measurement unit and bluetooth low-energy beacon data
  In: Sensors 20 (2020), p. 1-21
  ISSN: 1424-8220
  DOI: 10.3390/s20174742
  BibTeX: Download
• Ceron JD., Martindale C., López DM., Kluge F., Eskofier B.:
  Indoor Trajectory Reconstruction of Walking, Jogging, and Running Activities Based on a Foot-Mounted Inertial Pedestrian Dead-Reckoning System
  In: Sensors 20 (2020), p. 651
  ISSN: 1424-8220
  DOI: 10.3390/s20030651
  BibTeX: Download
• Dorschky E., Nitschke M., Martindale C., van den Bogert AJ., Koelewijn A., Eskofier B.:
  CNN-Based Estimation of Sagittal Plane Walking and Running Biomechanics From Measured and Simulated Inertial Sensor Data
  In: Frontiers in Bioengineering and Biotechnology 8 (2020), p. 1-14
  ISSN: 2296-4185
  DOI: 10.3389/fbioe.2020.00604
  BibTeX: Download
• Fischer S., Ullrich M., Küderle A., Gaßner H., Klucken J., Eskofier B., Kluge F.:
  Automatic clinical gait test detection from inertial sensor data
  2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (Montreal, 20. July 2020 - 24. July 2020)
  DOI: 10.1109/EMBC44109.2020.9176440
  BibTeX: Download
• Ibrahim A., Küderle A., Gaßner H., Klucken J., Eskofier B., Kluge F.:
  Inertial sensor-based gait parameters reflect patient-reported fatigue in multiple sclerosis
  In: Journal of neuroEngineering and rehabilitation 17 (2020), Article No.: 165
  ISSN: 1743-0003
  DOI: 10.1186/s12984-020-00798-9
  BibTeX: Download
• König C., Plank AC., Kapp A., Timotius I., von Hörsten S., Zimmermann K.:
  Thirty Mouse Strain Survey of Voluntary Physical Activity and Energy Expenditure: Influence of Strain, Sex and Day–Night Variation
  In: Frontiers in Neuroscience 14 (2020), Article No.: 531
  ISSN: 1662-4548
  DOI: 10.3389/fnins.2020.00531
  BibTeX: Download
• Orozco-Arroyave JR., Vasquez Correa J., Klumpp P., Perez Toro PA., Escobar-Grisales D., Roth N., Ríos-Urrego CD., Strauß M., Carvajal-Castaño HA., Bayerl S., Castrillón-Osorio LR., Arias-Vergara T., Küderle A., López-Pabón FO., Parra-Gallego LF., Eskofier B., Gómez-Gómez LF., Schuster M., Nöth E.:
  Apkinson: the smartphone application for telemonitoring Parkinson's patients through speech, gait and hands movement
  In: Neurodegenerative Disease Management (2020)
  ISSN: 1758-2024
  DOI: 10.2217/nmt-2019-0037
  BibTeX: Download
• Polhemus AM., Bergquist R., Bosch de Basea M., Brittain G., Buttery SC., Chynkiamis N., Dalla Costa G., Delgado Ortiz L., Demeyer H., Emmert K., Garcia Aymerich J., Gaßner H., Hansen C., Hopkinson N., Klucken J., Kluge F., Koch S., Leocani L., Maetzler W., Micó-Amigo ME., Mikolaizak AS., Piraino P., Salis F., Schlenstedt C., Schwickert L., Scott K., Sharrack B., Taraldsen K., Troosters T., Vereijken B., Vogiatzis I., Yarnall A., Mazza C., Becker C., Rochester L., Puhan MA., Frei A.:
  Walking-related digital mobility outcomes as clinical trial endpoint measures: protocol for a scoping review
  In: BMJ Open 10 (2020), p. e038704-
  ISSN: 2044-6055
  DOI: 10.1136/bmjopen-2020-038704
  BibTeX: Download
• Seifer AK., Schinkel-Bielefeld N., Schröter H., Escalante Banuelos A., Hoppe U., Maier A.:
  Predicting Hearing Aid Fittings Based on Audiometric and Subject-Related Data: A Machine Learning Approach
  Virtual Conference on Computational Audiology (VCCA2020) (Virtual, 19. June 2020 - 19. June 2020)
  In: Virtual Conference on Computational Audiology (VCCA2020) 2020
  URL: https://computationalaudiology.com/predicting-hearing-aid-fittings-based-on-audiometric-and-subject-related-data-a-machine-learning-approach/
  BibTeX: Download
• Sternemann U., Suchantke I., Schmidt KG., Höfner P., Wagner D., Ollenschläger M., Heckel M., Ostgathe C., Eskofier B., Steigleder T.:
  Entwicklung einer Applikation zum Home-Monitoring des Gesundheitszustandes von Palliativpatienten - eine Proof-of-Concept-Studie
  13. DGP Kongress Deutsche Gesellschaft für Palliativmedizin (Wiesbaden, 9. September 2020 - 12. September 2020)
  In: Zeitschrift für Palliativmedizin 2020; 21(05) 2020
  DOI: 10.1055/s-0040-1714998
  URL: https://www.thieme-connect.com/products/ejournals/abstract/10.1055/s-0040-1714998#info
  BibTeX: Download
• Tietsch M., Muaremi A., Clay I., Kluge F., Hoefling H., Ullrich M., Küderle A., Eskofier B., Müller A.:
  Robust Step Detection from Different Waist-Worn Sensor Positions: Implications for Clinical Studies
  In: Digital Biomarkers 4 (2020), p. 50-58
  ISSN: 2504-110X
  DOI: 10.1159/000511611
  BibTeX: Download
• Ullrich M., Küderle A., Hannink J., Del Din S., Gaßner H., Marxreiter F., Klucken J., Eskofier B., Kluge F.:
  Detection of Gait From Continuous Inertial Sensor Data Using Harmonic Frequencies
  In: IEEE Journal of Biomedical and Health Informatics 24 (2020), p. 1869 - 1878
  ISSN: 2168-2194
  DOI: 10.1109/JBHI.2020.2975361
  URL: https://www.mad.tf.fau.de/files/2020/11/2020_ullrich_gaitsequencedetection.pdf
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• Zrenner M., Küderle A., Roth N., Jensen U., Dümler B., Eskofier B.:
  Does the Position of Foot-Mounted IMU Sensors Influence the Accuracy of Spatio-Temporal Parameters in Endurance Running?
  In: Sensors 20 (2020), Article No.: 5705
  ISSN: 1424-8220
  DOI: 10.3390/s20195705
  BibTeX: Download

2019

• Abel L., Richer R., Küderle A., Gradl S., Eskofier B., Rohleder N.:
  Classification of Acute Stress-Induced Response Patterns
  EAI International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth '19) (Trento, 20. May 2019 - 23. May 2019)
  DOI: 10.1145/3329189.3329231
  URL: https://www.mad.tf.fau.de/files/2019/05/2019-Abel-PervasiveHealth-StressResponsePatterns.pdf
  BibTeX: Download
• Adams Seewald L., Facco Rodrigues V., Ollenschläger M., Stoffel Antunes R., Andre da Costa C., da Rosa Righi R., da Silveira Junior LG., Maier A., Eskofier B., Fahrig R.:
  Toward analyzing mutual interference on infrared-enabled depth cameras
  In: Computer Vision and Image Understanding (2019)
  ISSN: 1077-3142
  DOI: 10.1016/j.cviu.2018.09.010
  BibTeX: Download
• Aholt K., Martindale C., Küderle A., Gaßner H., Gladow T., Rojo J., Villanueva-Mascato S., Klucken J., Arredondo Waldmeyer MT., Eskofier B.:
  A Mobile Solution for Rhythmic Auditory Stimulation Gait Training
  2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (Berlin, 23. July 2019 - 27. July 2019)
  In: 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2019
  DOI: 10.1109/EMBC.2019.8857143
  BibTeX: Download
• Dorschky E., Nitschke M., Seifer AK., van den Bogert AJ., Eskofier B.:
  Estimation of Gait Kinematics and Kinetics from Inertial Sensor Data Using Optimal Control of Musculoskeletal Models
  In: Journal of Biomechanics (2019)
  ISSN: 0021-9290
  DOI: 10.1016/j.jbiomech.2019.07.022
  URL: https://www.mad.tf.fau.de/files/2019/08/201908_JBiomech_Dorschky.pdf
  BibTeX: Download
• Gladow T., Gaßner H., Ullrich M., Hannink J., Roth N., Marxreiter F., Küderle A., Kohl Z., Winkler J., Eskofier B., Klucken J.:
  Sensor-based gait analysis distinguishes fallers from non-fallers in Parkinson's disease under clinical and real-life conditions
  BibTeX: Download
• Haji Ghassemi N., Hannink J., Roth N., Gaßner H., Marxreiter F., Klucken J., Eskofier B.:
  Turning analysis during standardized test using on-shoe wearable sensors in parkinson’s disease
  In: Sensors 19 (2019), Article No.: 3103
  ISSN: 1424-8220
  DOI: 10.3390/s19143103
  BibTeX: Download
• Kurz J., Tharmalingam V., Pryakhina N., Hunger A., Ollenschläger M., Eskofier B.:
  A wearable obstacle detection system for visually impaired people
  41st International Engineering in Medicine and Biology Conference (Berlin, 23. July 2019 - 27. July 2019)
  In: 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2019
  BibTeX: Download
• Martindale C., Roth N., Gaßner H., List J., Regensburger M., Eskofier B., Kohl Z.:
  Technical Validation of an Automated Mobile Gait Analysis System for Hereditary Spastic Paraplegia Patients
  In: IEEE Journal of Biomedical and Health Informatics (2019)
  ISSN: 2168-2194
  DOI: 10.1109/JBHI.2019.2937574
  BibTeX: Download
• Martindale C., Sprager S., Eskofier B.:
  Hidden Markov Model-Based Smart Annotation for Benchmark Cyclic Activity Recognition Database Using Wearables
  In: Sensors 198 (2019), Article No.: 1820
  ISSN: 1424-8220
  DOI: 10.3390/s19081820
  URL: https://www.mdpi.com/1424-8220/19/8/1820
  BibTeX: Download
• Minakaki G., Canneva F., Chevessier F., Bode F., Menges S., Timotius I., Kalinichenko L., Meixner H., Müller CP., Eskofier B., Casadei N., Riess O., Schröder R., Winkler J., Xiang W., von Hörsten S., Klucken J.:
  Treadmill exercise intervention improves gait and postural control in alpha-synuclein mouse models without inducing cerebral autophagy
  In: Behavioural Brain Research 363 (2019), p. 199-215
  ISSN: 0166-4328
  DOI: 10.1016/j.bbr.2018.11.035
  URL: https://www.sciencedirect.com/science/article/pii/S016643281830754X
  BibTeX: Download
• Nguyen A., Roth N., Haji Ghassemi N., Hannink J., Seel T., Klucken J., Gaßner H., Eskofier B.:
  Correction to: Development and clinical validation of inertial sensor-based gait-clustering methods in Parkinson's disease (J Neuroeng Rehabil (2019) 16:77 DOI: 10.1186/s12984-019-0548-2)
  In: Journal of neuroEngineering and rehabilitation 16 (2019), Article No.: 98
  ISSN: 1743-0003
  DOI: 10.1186/s12984-019-0567-z
  BibTeX: Download
• Nguyen A., Roth N., Haji Ghassemi N., Hannink J., Seel T., Klucken J., Gaßner H., Eskofier B.:
  Development and clinical validation of inertial sensor-based gait-clustering methods in Parkinson's disease
  In: Journal of neuroEngineering and rehabilitation 16 (2019)
  ISSN: 1743-0003
  DOI: 10.1186/s12984-019-0548-2
  BibTeX: Download
• Timotius I., Canneva F., Minakaki G., Moceri S., Plank AC., Casadei N., Riess O., Winkler J., Klucken J., Eskofier B., von Hörsten S.:
  Systematic data analysis and data mining in CatWalk gait analysis by heat mapping exemplified in rodent models for neurodegenerative diseases
  In: Journal of Neuroscience Methods 326 (2019), Article No.: 108367
  ISSN: 0165-0270
  DOI: 10.1016/j.jneumeth.2019.108367
  URL: https://www.sciencedirect.com/science/article/pii/S0165027019302249
  BibTeX: Download
• Timotius I., Moceri S., Plank AC., Habermeyer J., Canneva F., Winkler J., Klucken J., Casadei N., Riess O., Eskofier B., von Hörsten S.:
  Silhouette-Length-Scaled Gait Parameters for Motor Functional Analysis in Mice and Rats
  In: eNeuro 6 (2019), Article No.: ENEURO.0100-19.2019
  ISSN: 2373-2822
  DOI: 10.1523/ENEURO.0100-19.2019
  URL: https://www.eneuro.org/content/6/6/ENEURO.0100-19.2019
  BibTeX: Download
• Ullrich M., Hannink J., Gaßner H., Klucken J., Eskofier B., Kluge F.:
  Unsupervised harmonic frequency-based gait sequence detection for Parkinson’s disease
  IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) (Chicago, 19. May 2019 - 22. May 2019)
  DOI: 10.1109/BHI.2019.8834660
  BibTeX: Download
• Vásquez-Correa JC., Klumpp P., Arias-Vergara T., Strauss M., Küderle A., Roth N., Bayerl S., García-Ospina N., Perez Toro PA., Parra-Gallego LF., Rios-Urrego CD., Escobar-Grisales D., Orozco-Arroyave JR., Eskofier B., Nöth E.:
  Apkinson: A mobile solution for multimodal assessment of patients with Parkinson's disease
  20th Annual Conference of the International Speech Communication Association: Crossroads of Speech and Language, INTERSPEECH 2019 (Graz, 15. September 2019 - 19. September 2019)
  In: Gernot Kubin, Thomas Hain, Bjorn Schuller, Dina El Zarka, Petra Hodl (ed.): Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2019
  DOI: 10.21437/Interspeech.2019-8003
  URL: https://www.isca-speech.org/archive/Interspeech_2019/abstracts/8003.html
  BibTeX: Download
• Wanner P., Schmautz T., Kluge F., Eskofier B., Pfeifer K., Steib S.:
  Ankle angle variability during running in athletes with chronic ankle instability and copers
  In: Gait & Posture 68 (2019), p. 329–334
  ISSN: 0966-6362
  DOI: 10.1016/j.gaitpost.2018.11.038
  URL: https://www.sciencedirect.com/science/article/pii/S096663621830345X
  BibTeX: Download
• Wanner P., Schmautz T., Kluge F., Eskofier B., Pfeifer K., Steib S.:
  Athletes with chronic ankle instability demonstrate altered ankle angle variability during running compared to copers
  Sportmotorik 2019. Adaptation, Lernen und virtuelle Welten (Bern, 16. January 2019 - 18. January 2019)
  In: Klostermann, A., Vater, C., & Hossner, E.-J. (ed.): Abstractband zur 16. Jahrestagung der dvs-Sektion Sportmotorik 2019
  DOI: 10.7892/boris.123517
  URL: https://boris.unibe.ch/123517/
  BibTeX: Download
• Zrenner M., Feldner C., Jensen U., Richer R., Roth N., Eskofier B.:
  Evaluation of foot kinematics during endurance running on different surfaces in real-world environments
  DOI: 10.1007/978-3-030-35048-2_13
  BibTeX: Download

2018

• Haji Ghassemi N., Hannink J., Martindale C., Gaßner H., Müller M., Klucken J., Eskofier B.:
  Segmentation of Gait Sequences in Sensor-Based Movement Analysis: A Comparison of Methods in Parkinson's Disease.
  In: Sensors 18 (2018)
  ISSN: 1424-8220
  DOI: 10.3390/s18010145
  BibTeX: Download
• Haji Ghassemi N., Hannink J., Martindale C., Gaßner H., Müller M., Klucken J., Eskofier B.:
  Segmentation of Gait Sequences in Sensor-Based Movement Analysis: A Comparison of Methods in Parkinson’s Disease
  In: Sensors (2018)
  ISSN: 1424-8220
  DOI: 10.3390/s18010145
  URL: http://www.mdpi.com/1424-8220/18/1/145
  BibTeX: Download
• Kluge F., Hannink J., Pasluosta CF., Klucken J., Gaßner H., Gelse K., Eskofier B., Krinner S.:
  Pre-operative sensor-based gait parameters predict functional outcome after total knee arthroplasty
  In: Gait & Posture 66 (2018), p. 194-200
  ISSN: 0966-6362
  DOI: 10.1016/j.gaitpost.2018.08.026
  URL: https://www.mad.tf.fau.de/files/2020/12/kluge_2018_gp_proof.pdf
  BibTeX: Download
• Martindale C., Roth N., Gaßner H., Jensen D., Kohl Z., Eskofier B.:
  Mobile Gait Analysis Using Personalised Hidden Markov Models for Hereditary Spastic Paraplegia Patients
  In: 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2018
  DOI: 10.1109/EMBC.2018.8513508
  URL: https://www.mad.tf.fau.de/files/2018/09/embc2018_martindale.pdf
  BibTeX: Download
• Martindale C., Roth N., Hannink J., Sprager S., Eskofier B.:
  Smart Annotation Tool for Multi-sensor gait based daily activity data
  In: 2018 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops) 2018
  DOI: 10.1109/PERCOMW.2018.8480193
  URL: https://www.mad.tf.fau.de/files/2018/09/percom2018_martindale.pdf
  BibTeX: Download
• Moceri S., Canneva F., Habermeyer J., Dobner J., Schulze-Krebs A., Puchades M., Bjaalie JG., Kohl Z., Winkler J., Timotius I., Eskofier B., Schilling S., Demuth HU., Hartlage-Rübsamen M., Rossner S., Casadei N., Riess O., von Hörsten S.:
  Association of early phenotypic behavioral alterations in human alpha-synuclein overexpressing transgenic rats with alpha-synuclein/huntingtin/amyloid-beta protein cross-seeding
  Advances in Alzheimer's and Parkinson's Therapies an AAT-AD/PD Focus Meeting (Torino, 15. March 2018 - 18. March 2018)
  In: Advances in Alzheimer's and Parkinson's Therapies an AAT-AD/PD Focus Meeting 2018
  BibTeX: Download
• Nitschke M., Dorschky E., Seifer AK., Schlarb H., van den Bogert AJ., Eskofier B.:
  Optimal Control Simulation of a 2D Biomechanical Model for Sensor-Based Gait Analysis
  Summer School "Humans in Motion" (Heidelberg, 23. September 2018 - 28. September 2018)
  URL: https://www.mad.tf.fau.de/files/2018/10/2018_09_18_Nitschke_HumansInMotion.pdf
  BibTeX: Download
• Roth N., Martindale C., Gaßner H., Kohl Z., Klucken J., Eskofier B.:
  Synchronized sensor insoles for clinical gait analysis in home-monitoring applications
  DOI: 10.1515/cdbme-2018-0103
  BibTeX: Download
• Stoffel Antunes R., Adams Seewald L., Facco Rodrigues V., Facco Rodrigues V., Andre da Costa C., da Silveira Junior LG., da Rosa Righi R., Maier A., Eskofier B., Ollenschläger M., Naderi Boldaji F., Fahrig R., Bauer S., Klein S., Campanatti G.:
  A Survey of Sensors in Healthcare Workflow Monitoring
  In: ACM Computing Surveys 51 (2018), Article No.: 42
  ISSN: 0360-0300
  DOI: 10.1145/3177852
  URL: https://dl.acm.org/citation.cfm?id=3177852
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• Stromer D., Christlein V., Martindale C., Zippert P., Haltenberger E., Hausotte T., Maier A.:
  Browsing through sealed historical manuscripts by using 3-D computed tomography with low-brilliance X-ray sources
  In: Scientific Reports 8 (2018), p. 15335
  ISSN: 2045-2322
  DOI: 10.1038/s41598-018-33685-4
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2018/Stromer18-BTS.pdf
  BibTeX: Download
• Timotius I., Canneva F., Minakaki G., Moceri S., Casadei N., Riess O., Winkler J., von Hörsten S., Eskofier B., Klucken J.:
  Systematic Data Analysis and Data Mining in Gait Analysis by Heat Mapping
  11th International Conference on Methods and Techniques in Behavioral Research (Manchester, 5. June 2018 - 8. June 2018)
  In: Robyn Grant, Tom Allen, Andrew Spink (ed.): Measuring Behavior 2018, UK: 2018
  Open Access: https://www.measuringbehavior.org/mb2018/Publications
  URL: https://www.measuringbehavior.org/mb2018/Publications
  BibTeX: Download
• Timotius I., Canneva F., Minakaki G., Pasluosta CF., Moceri S., Casadei N., Riess O., Winkler J., Klucken J., von Hörsten S., Eskofier B.:
  Dynamic footprint based locomotion sway assessment in α-synucleinopathic mice using Fast Fourier Transform and Low Pass Filter
  In: Journal of Neuroscience Methods 296 (2018), p. 1-11
  ISSN: 0165-0270
  DOI: 10.1016/j.jneumeth.2017.12.004
  URL: http://www.sciencedirect.com/science/article/pii/S0165027017304211
  BibTeX: Download
• Timotius I., Canneva F., Minakaki G., Pasluosta CF., Moceri S., Casadei N., Riess O., Winkler J., Klucken J., von Hörsten S., Eskofier B.:
  Dynamic footprints of α-synucleinopathic mice recorded by CatWalk gait analysis
  In: Data in Brief 17 (2018), p. 189-193
  ISSN: 2352-3409
  DOI: 10.1016/j.dib.2017.12.067
  URL: https://www.sciencedirect.com/science/article/pii/S2352340918300015
  BibTeX: Download
• Timotius I., Moceri S., Plank AC., Habermeyer J., Canneva F., Casadei N., Riess O., Winkler J., Klucken J., Eskofier B., von Hörsten S.:
  Rodent’s Stride Length Depends on Body Size: Implications for CatWalk Assay
  11th International Conference on Methods and Techniques in Behavioral Research (Measuring Behavior 2018) (Manchester, 5. June 2018 - 8. June 2018)
  In: Robyn Grant, Tom Allen, Andrew Spink, Matthew Sullivan (ed.): Measuring Behavior 2018, UK: 2018
  Open Access: https://www.measuringbehavior.org/mb2018/Publications
  URL: https://www.measuringbehavior.org/mb2018/Publications
  BibTeX: Download
• Ullrich M., Gladow T., Roth N., Küderle A., Ollenschläger M., Gaßner H., Winkler J., Klucken J., Eskofier B.:
  FallRiskPD: Long-term fall risk classification for Parkinson’s disease via intelligent sensor-based gait analysis in the home environment (Talk)
  European Falls Festival 2018 (Manchester, 2. July 2018 - 3. July 2018)
  In: European Falls Festival, 2nd and 3rd July 2018, Manchester, United Kingdom, ABSTRACT BOOKLET 2018
  URL: http://eufallsfest.eu/documents/Abstract Booklet.pdf
  BibTeX: Download
• Wanner P., Schmautz T., Kluge F., Eskofier B., Pfeifer K., Steib S.:
  Unterschiede in der Sprunggelenksvariabilität beim Laufen zwischen Sportlern mit chronischer Instabilität und Copern
  2. GAMMA Kongress (Hamburg, 9. February 2018 - 10. February 2018)
  In: 2. GAMMA Kongress 2018
  BibTeX: Download
• Zrenner M., Gradl S., Jensen U., Ullrich M., Eskofier B.:
  Comparison of Different Algorithms for Calculating Velocity and Stride Length in Running Using Inertial Measurement Units
  In: Sensors 18 (2018), Article No.: 4194
  ISSN: 1424-8220
  DOI: 10.3390/s18124194
  BibTeX: Download
• Zrenner M., Ullrich M., Zobel P., Jensen U., Laser F., Groh B., Dümler B., Eskofier B.:
  Kinematic parameter evaluation for the purpose of a wearable running shoe recommendation
  Body Sensor Networks Conference (BSN) (Las Vegas, 4. March 2018 - 7. March 2018)
  In: IEEE (ed.): Proceedings of the 15th IEEE International Conference on Wearable and Implantable Body Sensor Networks (BSN) 2018
  DOI: 10.1109/bsn.2018.8329670
  BibTeX: Download
• von Tscharner V., Ullrich M., Mohr M., Comaduran Marquez D., Nigg BM.:
  A wavelet based time frequency analysis of electromyograms to group steps of runners into clusters that contain similar muscle activation patterns
  In: PLoS ONE (2018)
  ISSN: 1932-6203
  DOI: 10.1371/journal.pone.0195125
  BibTeX: Download
• von Tscharner V., Ullrich M., Mohr M., Comaduran Marquez D., Nigg BM.:
  Beta, gamma band, and high-frequency coherence of EMGs of vasti muscles caused by clustering of motor units
  In: Experimental Brain Research (2018)
  ISSN: 0014-4819
  DOI: 10.1007/s00221-018-5356-6
  BibTeX: Download

2017

• Christian J., Kluge F., Eskofier B., Schwameder H.:
  Comparison of different marker sets for marker trajectory and principal component analysis based classification of simulated gait impairments
  In: Journal of Biomedical Engineering and Informatics 3 (2017), p. 10-17
  ISSN: 2377-9381
  DOI: 10.5430/jbei.v3n1p10
  BibTeX: Download
• Eskofier B., Lee SI., Manuela B., Simon A., Martindale C., Gaßner H., Klucken J.:
  An Overview of Smart Shoes in the Internet of Health Things: Gait and Mobility Assessment in Health Promotion and Disease Monitoring
  In: Applied Sciences 7 (2017), Article No.: 986
  ISSN: 2076-3417
  DOI: 10.3390/app7100986
  URL: http://www.mdpi.com/2076-3417/7/10/986
  BibTeX: Download
• Gelse K., Knorz S., Kluge F., Hotfiel T., Eskofier B., Krinner S.:
  „Natural Running“: Biomechanischer Vergleich von Vorfuß- oder Rückfußlauf
  GOTS 2017 (Berlin)
  In: Sports Orthopaedics and Traumatology 2017
  DOI: 10.1016/j.orthtr.2017.03.074
  BibTeX: Download
• Groh B., Warschun F., Deininger M., Kautz T., Martindale C., Eskofier B.:
  Automated Ski Velocity and Jump Length Determination in Ski Jumping Based on Unobtrusive and Wearable Sensors
  In: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 1 (2017), Article No.: 53
  ISSN: 2474-9567
  DOI: 10.1145/3130918
  URL: https://www.mad.tf.fau.de/files/2017/10/2017-Groh-IMWUT-ASV.pdf
  BibTeX: Download
• Hannink J., Kluge F., Gaßner H., Klucken J., Eskofier B.:
  Quantifying postural instability in Parkinsonian gait from inertial sensor data during standardised clinical gait tests
  In: 2017 IEEE 14th International Conference on Wearable and Implantable Body Sensor Networks (BSN), 2017, p. 129-132
  DOI: 10.1109/BSN.2017.7936024
  URL: http://ieeexplore.ieee.org/document/7936024/
  BibTeX: Download
• Hannink J., Ollenschläger M., Kluge F., Roth N., Klucken J., Eskofier B.:
  Benchmarking Foot Trajectory Estimation Methods for Mobile Gait Analysis.
  In: Sensors 17 (2017)
  ISSN: 1424-8220
  DOI: 10.3390/s17091940
  BibTeX: Download
• Kluge F., Eskofier B.:
  Letter to the Editor regarding “Gait recording with inertial sensors – How to determine initial and terminal contact”
  In: Journal of Biomechanics (2017), p. 183-184
  ISSN: 0021-9290
  DOI: 10.1016/j.jbiomech.2016.07.043
  BibTeX: Download
• Kluge F., Eskofier B.:
  Letter to the Editor regarding "Gait recording with inertial sensors - How to determine initial and terminal contact" by Bötzel and colleagues.
  In: Journal of Biomechanics 52 (2017), p. 183-184
  ISSN: 0021-9290
  DOI: 10.1016/j.jbiomech.2016.07.043
  BibTeX: Download
• Kluge F., Gaßner H., Hannink J., Pasluosta CF., Klucken J., Eskofier B.:
  Towards Mobile Gait Analysis: Concurrent Validity and Test-Retest Reliability of an Inertial Measurement System for the Assessment of Spatio-Temporal Gait Parameters
  In: Sensors 17 (2017), p. 1522
  ISSN: 1424-8220
  DOI: 10.3390/s17071522
  BibTeX: Download
• Kluge F., Krinner S., Lochmann M., Eskofier B.:
  Speed dependent effects of laterally wedged insoles on gait biomechanics in healthy subjects
  In: Gait & Posture 55 (2017), p. 145-149
  ISSN: 0966-6362
  DOI: 10.1016/j.gaitpost.2017.04.012
  URL: https://www.mad.tf.fau.de/files/2020/12/kluge_2017_gp_proof.pdf
  BibTeX: Download
• Knorz S., Kluge F., Gelse K., Schulz-Drost S., Hotfiel T., Lochmann M., Eskofier B., Krinner S.:
  Three-Dimensional Biomechanical Analysis of Rearfoot and Forefoot Running
  In: Orthopaedic Journal of Sports Medicine 5 (2017), Article No.: 232596711771906
  ISSN: 2325-9671
  DOI: 10.1177/2325967117719065
  BibTeX: Download
• Martindale C., Heymans S., Suler A., Antonios P., Dickinson R., Choi J.:
  Simultaneous Ultrasound Therapy and Monitoring of Microbubble-Seeded Acoustic Cavitation Using a Single-Element Transducer
  In: IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control 64 (2017), p. 1234 - 1244
  ISSN: 0885-3010
  DOI: 10.1109/TUFFC.2017.2718513
  BibTeX: Download
• Martindale C., Hönig FT., Strohrmann C., Eskofier B.:
  Smart Annotation of Cyclic Data Using Hierarchical Hidden Markov Models
  In: Sensors 17 (2017)
  ISSN: 1424-8220
  DOI: 10.3390/s17102328
  URL: http://www.mdpi.com/1424-8220/17/10/2328
  BibTeX: Download
• Martindale C., Strauss M., Gaßner H., List J., Müller M., Klucken J., Kohl Z., Eskofier B.:
  Segmentation of gait sequences using inertial sensor data in hereditary spastic paraplegia
  Engineering in Medicine and Biology Society (EMBC), 2017 39th Annual International Conference of the IEEE (Jeju Island, South Korea, 11. July 2017 - 15. July 2017)
  In: Engineering in Medicine and Biology Society (EMBC), 2017 39th Annual International Conference of the IEEE 2017
  DOI: 10.1109/EMBC.2017.8037062
  URL: https://www.mad.tf.fau.de/files/2018/09/embc2017_martindale.pdf
  BibTeX: Download
• Wanner P., Schmautz T., Kluge F., Eskofier B., Pfeifer K., Steib S.:
  Sportler mit Sprunggelenksinstabilität weisen im Vergleich zu Copern keine Veränderungen der Sprunggelenkskinematik beim Laufen auf
  In: Schwirtz, A., Mess, F., Demetriou, Y. & Senner, V. (Hrsg.) (ed.): Innovation & Technologie im Sport. Abstractband des 23. dvs-Hochschultags vom 13. bis 15. September 2017 in München, Hamburg: Feldhaus, 2017, p. 206
  ISBN: 978-3-88020-655-7
  BibTeX: Download

2016

• Christian J., Kluge F., Eskofier B., Schwameder H.:
  Comparison of different marker sets for marker trajectory based classification of simulated gait impairments
  21st Annu. Congr. Eur. Coll. Sport Sci. 2016 (Wien)
  DOI: 10.5430/jbei.v3n1p10
  BibTeX: Download
• Haji Ghassemi N., Marxreiter F., Pasluosta CF., Schlachetzki J., Schramm A., Eskofier B., Klucken J.:
  Combined Accelerometer and EMG Analysis to Differentiate Essential Tremor from Parkinson’s Disease
  38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society of the IEEE Engineering in Medicine and Biology Society EMBC'16 (Orlando)
  In: 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society of the IEEE Engineering in Medicine and Biology Society EMBC'16 2016
  BibTeX: Download
• Kaufhold C., Martindale C., Horndasch A., Reinhard K., Nöth E.:
  PATSY-I: A Corpus on Non-Native English Air Traffic Communication
  12. Tagung Phonetik und Phonologie im deutschsprachigen Raum (Munich, 13. October 2016 - 14. October 2016)
  In: Draxler, Christoph; Kleber, Felicitas (ed.): Tagungsband der 12. Tagung Phonetik und Phonologie im deutschsprachigen Raum 2016
  DOI: 10.5282/ubm/epub.29405
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2016/Kaufhold16-PAC.pdf
  BibTeX: Download
• Kirchner J., Roth N., Meyer A., Fischer G.:
  ECG Measurement by Use of Passive Capacitively Coupled Electrodes
  IEEE Sensors (Orlando, FL, 30. October 2016 - 2. November 2016)
  In: Proc. IEEE Sensors Conf. 2016
  DOI: 10.1109/ICSENS.2016.7808736
  BibTeX: Download
• Kluge F., Pasluosta CF., Gaßner H., Klucken J., Eskofier B.:
  MotionLab@Home: Complementary Measurement of Gait Characteristics Using Wearable Technology and Markerless Video Tracking - A Study Protocol
  In: Advanced Engineering Forum 19 (2016), p. 149-155
  ISSN: 2234-9898
  DOI: 10.4028/www.scientific.net/AEF.19.149
  BibTeX: Download
• Knorz S., Krinner S., Kluge F., Lochmann M., Hennig F., Gelse K.:
  Natural Running: Biomechanischer Vergleich von Vorfuß- und Rückfußlauf
  German Congress of Orthopaedics and Traumatology (DKOU 2016) (Berlin, 25. October 2016 - 28. October 2016)
  DOI: 10.3205/16dkou721
  BibTeX: Download
• Martindale C., Wirth M., Schneegas S., Zrenner M., Groh B., Blank P., Schuldhaus D., Kautz T., Eskofier B.:
  Workshop on wearables for sports
  2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing (Heidelberg, 12. September 2016 - 16. September 2016)
  In: 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing 2016
  DOI: 10.1145/2968219.2968583
  BibTeX: Download
• Reymann M., Dorschky E., Groh B., Martindale C., Blank P., Eskofier B.:
  Blood glucose level prediction based on support vector regression using mobile platforms
  38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (Orlando, Florida, USA, 16. August 2016 - 19. August 2016)
  In: 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2016
  DOI: 10.1109/EMBC.2016.7591358
  URL: https://www.mad.tf.fau.de/files/2017/06/2016-Reymann-EMBC-BGL.pdf
  BibTeX: Download
• Richer R., Groh B., Blank P., Dorschky E., Martindale C., Klucken J., Eskofier B.:
  Unobtrusive Real-time Heart Rate Variability Analysis for the Detection of Orthostatic Dysregulation
  2016 IEEE 13th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (San Francisco, CA, 14. June 2016 - 17. June 2016)
  In: IEEE (ed.): 2016 IEEE 13th International Conference on Wearable and Implantable Body Sensor Networks (BSN) 2016
  DOI: 10.1109/BSN.2016.7516257
  URL: https://www.mad.tf.fau.de/files/2017/06/2016-Richer-BSN-URH.pdf
  BibTeX: Download
• Saffoury R., Blank P., Seßner J., Groh B., Martindale C., Dorschky E., Franke J., Eskofier B.:
  Blind Path Obstacle Detector using Smartphone Camera and Line Laser Emitter
  International Conference on Technology and Innovation in Sports, Health and Wellbeing (TISHW) (Vila Real, Portugal, 1. December 2016 - 3. December 2016)
  DOI: 10.1109/TISHW.2016.7847770
  URL: https://www.mad.tf.fau.de/files/2017/06/2016-Saffoury-BPO.pdf
  BibTeX: Download
• Zhou B., Wirth M., Koerger H., Zwick C., Martindale C., Cruz H., Eskofier B., Lukowicz P.:
  Smart soccer shoe: monitoring foot-ball interaction with shoe integrated textile pressure sensor matrix
  The 20th International Conference on Symposium on Wearable Computers (Heidelberg, 14. September 2016 - 16. September 2016)
  In: The 20th International Conference on Symposium on Wearable Computers 2016
  DOI: 10.1145/2971763.2971784
  BibTeX: Download

2015

• Hebenstreit F., Leibold A., Krinner S., Welsch G., Lochmann M., Eskofier B.:
  Effect of walking speed on gait sub phase durations
  In: Human Movement Science 43 (2015), p. 118-24
  ISSN: 0167-9457
  DOI: 10.1016/j.humov.2015.07.009
  URL: https://www.mad.tf.fau.de/files/2020/12/hebenstreit_2015_hms_proof2.pdf
  BibTeX: Download
• Hebenstreit F., Leibold A., Krinner S., Welsch G., Lochmann M., Eskofier B.:
  Speed modelling of relative gait phase durations.
  XXV Congress of the International Society of Biomechanics (Glasgow, 12. July 2015 - 16. July 2015)
  In: XXV Congress of the International Society of Biomechanics 2015
  BibTeX: Download
• Quast M., Hebenstreit F., Lochmann M.:
  Biomechanical efficacy profile of different shoe sole constructions
  BibTeX: Download
• Setyawan I., Timotius I., Kalvin M.:
  Automatic Batik Motifs Classification using Various Combinations of SIFT Features Moments and k-Nearest Neighbor
  International Conference on Information Technology and Electrical Engineering (Chiang Mai)
  In: International Conference on Information Technology and Electrical Engineering 2015
  DOI: 10.1109/ICITEED.2015.7408954
  BibTeX: Download

2014

• Haji Ghassemi N., Deisenroth M.:
  Analytic long-term forecasting with periodic Gaussian processes
  Proc. of AISTATS
  In: Proc. of AISTATS 2014
  BibTeX: Download
• Hebenstreit F., Merklein S., Welsch G., Lochmann M., Eskofier B.:
  Comparison of a threshold and a DTW based algorithm for automatic jump segmentation
  13th International Symposium on 3D Analysis of Human Movement (3D-AHM) (Lausanne, 14. July 2014 - 17. July 2014)
  In: 13th International Symposium on 3D Analysis of Human Movement (3D-AHM) 2014
  URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2014/Hebenstreit14-COA.pdf
  BibTeX: Download
• Martindale C., Gaunt CT., Verrinder R.:
  Proof of concept data logger for non-active power measurement
  In: 49th International Universities Power Engineering Conference (UPEC) 2014
  DOI: 10.1109/UPEC.2014.6934627
  BibTeX: Download
• Prakoso BS., Timotius I., Setyawan I.:
  Palmprint Identification for User Verification based on Line Detection and Local Standard Deviation
  The 1st International Conference on Information Technology, Computer and Electrical Engineering (ICITACEE 2014) (Semarang)
  In: The 1st International Conference on Information Technology, Computer and Electrical Engineering (ICITACEE 2014) 2014
  DOI: 10.1109/ICITACEE.2014.7065733
  URL: http://ieeexplore.ieee.org/xpl/articleDetails.jsp?reload=true&arnumber=7065733
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• Reis P., Hebenstreit F., Gabsteiger F., von Tscharner V., Lochmann M.:
  Methodological aspects of EEG and body dynamics measurements during motion
  In: Frontiers in Human Neuroscience 1 (2014), p. 156-175
  ISSN: 1662-5161
  DOI: 10.3389/fnhum.2014.00156
  BibTeX: Download
• Royce E., Setyawan I., Timotius I.:
  Smile Recognition System based on Lip Corners Identification
  The 1st International Conference on Information Technology, Computer and Electrical Engineering (ICITACEE 2014) (Semarang)
  In: The 1st International Conference on Information Technology, Computer and Electrical Engineering (ICITACEE 2014) 2014
  DOI: 10.1109/ICITACEE.2014.7065746
  URL: http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7065746
  BibTeX: Download
• Schwarzmeier A., Roth N., Weigel R., Fischer G., Kissinger D.:
  A Fall Detection and Activity Monitoring Algorithm for a Tele-Care System Supporting Dementia and Alzheimer Patients
  In: BMT 2014 - 48. Jahrestagung der DGBMT 2014
  DOI: 10.1515/bmt-2014-4100
  BibTeX: Download
• Setyawan I., Timotius I.:
  Digital Image Hashing using Local Histogram of Oriented Gradients
  The 6th International Conference on Information Technology and Electrical Engineering (ICITEE 2014) (Yogyakarta)
  In: The 6th International Conference on Information Technology and Electrical Engineering (ICITEE 2014) 2014
  DOI: 10.1109/ICITEED.2014.7007903
  URL: http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7007903
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• Setyawan I., Timotius I.:
  Spatio--Temporal Digital Video Hashing using Edge Orientation Histogram and Discrete Cosine Transform
  International Conference on Information Technology Systems and Innovation (Bandung)
  In: International Conference on Information Technology Systems and Innovation 2014
  DOI: 10.1109/ICITSI.2014.7048247
  URL: http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7048247
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• Timotius I., Setyawan I.:
  Evaluation of Edge Orientation Histograms in Smile Detection
  The 6th International Conference on Information Technology and Electrical Engineering (ICITEE 2014) (Yogyakarta)
  In: The 6th International Conference on Information Technology and Electrical Engineering (ICITEE 2014) 2014
  DOI: 10.1109/ICITEED.2014.7007905
  URL: http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7007905
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• Timotius I., Setyawan I.:
  Using Edge Orientation Histograms in Face--based Gender Classification
  International Conference on Information Technology Systems and Innovation (Bandung)
  In: International Conference on Information Technology Systems and Innovation 2014
  DOI: 10.1109/ICITSI.2014.7048244
  URL: http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7048244
  BibTeX: Download

2013

• Berger E., Vogt D., Haji Ghassemi N., Jung B., Ben Amor H.:
  Inferring guidance information in cooperative human-robot tasks
  Humanoid Robots (Humanoids), 2013 13th IEEE-RAS International Conference on
  In: Inferring guidance information in cooperative human-robot tasks 2013
  BibTeX: Download
• Hebenstreit F., Eskofier B., Blanke M., Lochmann M.:
  Statistische Analyse Ensemble-gemittelter zyklischer Bewegungsdaten
  Neue Ansätze in der Bewegungsforschung (Technische Universität Chemnitz, 13. March 2013 - 15. March 2013)
  In: Deutsche Vereinigung für Sportwissenschaft, Sektion Biomechanik (ed.): Proceeding of: Tagung Deutsche Vereinigung für Sportwissenschaft, Sektion Biomechanik 2013
  URL: http://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2013/Hebenstreit13-SAE.pdf
  BibTeX: Download
• Jakob C., Kugler P., Hebenstreit F., Reinfelder S., Jensen U., Schuldhaus D., Lochmann M., Eskofier B.:
  Estimation of the Knee Flexion-Extension Angle During Dynamic Sport Motions Using Body-worn Inertial Sensors
  8th International Conference on Body Area Networks (Boston, MA, USA, 30. September 2013 - 2. October 2013)
  In: IEEE (ed.): BodyNets 2013 2013
  URL: http://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2013/Jakob13-EOT.pdf
  BibTeX: Download
• Leutheuser H., Gabsteiger F., Hebenstreit F., Reis P., Lochmann M., Eskofier B.:
  Comparison of the AMICA and the InfoMax Algorithm for the Reduction of Electromyogenic Artifacts in EEG Data
  35th Annual International Conference of the IEEE EMBS (Osaka, 3. July 2013 - 7. July 2013)
  In: Engineering in Medicine and Biology Society (ed.): IEEE EMBC 2013 2013
  URL: http://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2013/Leutheuser13-COT.pdf
  BibTeX: Download
• Martindale C.:
  Proof of concept data logger for non-active power (Master thesis, 2013)
  URL: https://open.uct.ac.za/handle/11427/5170
  BibTeX: Download
• Setyawan I., Timotius I.:
  Content-Dependent Spatio-Temporal Video Watermarking using 3-Dimensional Discrete Cosine Transform
  The 5th International Conference on Information Technology and Electrical Engineering (ICITEE 2013) (Yogyakarta)
  In: The 5th International Conference on Information Technology and Electrical Engineering (ICITEE 2013) 2013
  DOI: 10.1109/ICITEED.2013.6676215
  URL: http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6676215
  BibTeX: Download
• Timotius I., Setyawan I.:
  Using Estimated Arithmetic Means of Accuracies to Select Features for Face--based Gender Classification
  The 5th International Conference on Information Technology and Electrical Engineering (ICITEE 2013) (Yogyakarta)
  In: The 5th International Conference on Information Technology and Electrical Engineering (ICITEE 2013) 2013
  DOI: 10.1109/ICITEED.2013.6676246
  URL: http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6676246
  BibTeX: Download

2012

• Timotius I., Miaou SG., Valdeavilla EB., Liu YH.:
  Abnormality Detection for Capsule Endoscope Images Based on Support Vector Machines
  In: Biomedical Engineering-Applications Basis Communications 24 (2012), p. 71 - 83
  ISSN: 1016-2372
  DOI: 10.4015/S1016237212002962
  URL: http://www.worldscientific.com/doi/abs/10.4015/S1016237212002962
  BibTeX: Download

2011

• Lionnie R., Timotius I., Setyawan I.:
  An analysis of edge detection as a feature extractor in a hand gesture recognition system based on nearest neighbor
  2011 International Conference on Electrical Engineering and Informatics (ICEEI) (Bandung)
  In: 2011 International Conference on Electrical Engineering and Informatics (ICEEI) 2011
  DOI: 10.1109/ICEEI.2011.6021611
  URL: http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6021611
  BibTeX: Download
• Setyawan I., Putra AF., Timotius I., Febrianto AA.:
  Face recognition using Kernel Fisher's Discriminant Analysis and nearest neighbor
  2011 6th International Conference on Telecommunication Systems, Services, and Applications (TSSA) (Bali, 20. October 2011 - 21. October 2011)
  DOI: 10.1109/TSSA.2011.6095396
  URL: http://ieeexplore.ieee.org/document/6095396/
  BibTeX: Download
• Setyawan I., Wibowo Y., Timotius I., Febrianto AA.:
  A human face detection system based on Schneiderman-Kanade method
  2011 6th International Conference on Telecommunication Systems, Services, and Applications (TSSA) (Bali, 20. October 2011 - 21. October 2011)
  DOI: 10.1109/TSSA.2011.6095395
  URL: http://ieeexplore.ieee.org/document/6095395/
  BibTeX: Download
• Timotius I., Linasari TC., Setyawan I., Febrianto AA.:
  Face recognition using support vector machines and generalized discriminant analysis
  2011 6th International Conference on Telecommunication Systems, Services, and Applications (TSSA) (Bali)
  In: 2011 6th International Conference on Telecommunication Systems, Services, and Applications (TSSA) 2011
  DOI: 10.1109/TSSA.2011.6095397
  URL: http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6095397
  BibTeX: Download

2010

• Timotius I., Miaou SG.:
  Arithmetic Means of Accuracies: A Classifier Performance Measurement for Imbalanced Data Set
  International Conference on Audio, Language and Image Processing (ICALIP 2010) (Shanghai)
  In: International Conference on Audio, Language and Image Processing (ICALIP 2010) 2010
  DOI: 10.1109/ICALIP.2010.5685124
  URL: http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=5685124
  BibTeX: Download

2009

• Miaou SG., Chang FL., Timotius I., Huang HC., Su JL., Liao RS., Lin TY.:
  A Multi-Stage Recognition System to Detect Different Types of Abnormality in Capsule Endoscope Images
  In: Journal of Medical and Biological Engineering 29 (2009), p. 114 - 121
  ISSN: 1609-0985
  URL: http://jmbe.bme.ncku.edu.tw/index.php?action=archives2&no=363
  BibTeX: Download