Digital Health – Biosignals
Acquiring and evaluating biomedical signals are essential aspects of the modern healthcare landscape. The Digital Health – Biosignals group addresses the acquisition of a variety of biosignals with wearables (e.g., smartwatches, smartphones) and intelligent processing and evaluation algorithms based on supervised, semi-supervised, and unsupervised machine learning approaches. The group is also developing novel machine learning algorithms integrated into innovative digital health support applications covering multiple components of healthcare, including health promotion and prevention, diagnosis, therapy, and rehabilitation/care. This includes the integration of human-computer interaction modalities.
Group Head
Group Members
Students
If you are interested in writing a Bachelor’s or Master’s thesis in our group, please check the lab’s Student Theses and Jobs.
- David Rock
Using Smart Devices to Assess the Health Status of Palliative Care Patients by Monitoring Activities of Daily Living
- Caspar Siemssen
Development of a Mobile Application for Assessing Quality of Life in Breast Cancer Patients: Study on Usability and User Preferences - Florian Prümer
Motivational UI: Enhancing Adherence and Engagement of Heart Failure Patients within a Digital Health Application - Janina Kloos
- Jonas Gruber
Influence of Different Stimulus Intensities of Cold Air on Driver Drowsiness - Julia Hafenbrak
- Juliane Ort
Enhancing User Engagement in a Breast Cancer Prevention App: User-Centered Design Features to Promote Preventive Behavior - Sabrina Berzins
Increasing Health Literacy through Patient-centered Knowledge Transfer within a Digital Health Application
Projects
- digiOnko
- SMART Start
- TEAM-X
- Sensor-based movement and sleep analysis in Parkinson’s syndrome (D04)
- Security for Future Patient-centered Healthcare Ecosystem
- Federated Machine Learning for Patient-Centered Electronic Health Records
- DailyHeart
- SHIELD
- SWODDYS: Smart WOund Dressing incorporating Dye-based Sensors
- DIAMond – diabetes type 1 management with personalized recommendation using data science
2025
- Engel L., Müller J., Rendon EJF., Dorschky E., Krauß D., Ullmann I., Eskofier B., Vossiek M.:
Advanced Millimeter Wave Radar-Based Human Pose Estimation Enabled by a Deep Learning Neural Network Trained With Optical Motion Capture Ground Truth Data
In: IEEE Journal of Microwaves (2025), p. 1-15
ISSN: 2692-8388
DOI: 10.1109/JMW.2025.3535525
BibTeX: Download
2024
- Albrecht N., Langer D., Krauß D., Richer R., Abel L., Eskofier B., Rohleder N., Kölpin A.:
EmRad: Ubiquitous Vital Sign Sensing using Compact Continuous-Wave Radars
In: IEEE Open Journal of Engineering in Medicine and Biology (2024), p. 1-10
ISSN: 2644-1276
DOI: 10.1109/OJEMB.2024.3420241
URL: https://ieeexplore.ieee.org/document/10577086
BibTeX: Download - Altmannshofer S., Flaucher M., Beierlein M., Eskofier B., Beckmann M., Fasching P., Hübner H.:
A content-based review of mobile health applications for breast cancer prevention and education: Characteristics, quality and functionality analysis
In: Digital Health 10 (2024)
ISSN: 2055-2076
DOI: 10.1177/20552076241234627
BibTeX: Download - Flaucher M., Prümer F., Jäger K., Rolny J., Trissler P., Eckl S., Eskofier B., Leutheuser H.:
Motivational Factors for Experienced Users of Mobile Health Applications in Heart Failure Management
2024 Nordic Conference on Human-Computer Interaction (Uppsala, 13. October 2024 - 16. October 2024)
In: NordiCHI '24 Adjunct: Adjunct Proceedings of the 2024 Nordic Conference on Human-Computer Interaction, New York City: 2024
DOI: 10.1145/3677045.3685447
BibTeX: Download - Jäger K., Nissen M., Flaucher M., Graf L., Joanidopoulos J., Anneken L., Hübner H., Goossens C., Titzmann A., Pontones C., Fasching P., Beckmann M., Eskofier B., Leutheuser H.:
Systematic Comparison of ECG Delineation Algorithm Performance on Smartwatch Data
In: IEEE Access 12 (2024), p. 160794-160804
ISSN: 2169-3536
DOI: 10.1109/ACCESS.2024.3487013
BibTeX: Download - Jäger K., Nissen M., Rahm S., Titzmann A., Fasching P., Beilner J., Eskofier B., Leutheuser H.:
Power-MF: Robust fetal QRS detection from non-invasive fetal electrocardiogram recordings
In: Physiological Measurement (2024)
ISSN: 0967-3334
DOI: 10.1088/1361-6579/ad4952
BibTeX: Download - Krauß D., Engel L., Ott T., Bräunig J., Richer R., Gambietz M., Albrecht N., Hille EM., Ullmann I., Braun M., Dabrock P., Kölpin A., Koelewijn A., Eskofier B., Vossiek M.:
A Review and Tutorial on Machine Learning- Enabled Radar-Based Biomedical Monitoring
In: IEEE Open Journal of Engineering in Medicine and Biology (2024), p. 1-22
ISSN: 2644-1276
DOI: 10.1109/OJEMB.2024.3397208
BibTeX: Download - Leutheuser H., Bartholet M., Marx A., Pfister M., Burckhardt MA., Bachmann S., Vogt JE.:
Predicting risk for nocturnal hypoglycemia after physical activity in children with type 1 diabetes
In: Frontiers in Medicine 11 (2024), Article No.: 1439218
ISSN: 2296-858X
DOI: 10.3389/fmed.2024.1439218
BibTeX: Download - Mejdani D., Bräunig J., Grießhammer S., Krauß D., Steigleder T., Engel L., Jukic J., Rozhdestvenskaya A., Winkler J., Eskofier B., Ostgathe C., Vossiek M.:
Radar-Based Tremor Quantification Using Deep Learning for Improved Parkinson’s and Palliative Care Assessment
In: IEEE Transactions on Radar Systems 2 (2024), p. 1174-1185
ISSN: 2832-7357
DOI: 10.1109/TRS.2024.3494473
BibTeX: Download - Moradi H., Flaucher M., Ott T., Ringgold V., Eskofier B., Leutheuser H.:
Can HCI Lead the Way? Workshop on Exploring Conscious AI
In: Mensch und Computer - Workshopband 2024, Gesellschaft für Informatik e.V., 2024
DOI: 10.18420/muc2024-mci-ws12-113
BibTeX: Download
(Conference report) - Müller J., Krauß D., Engel L., Vossiek M., Eskofier B., Dorschky E.:
End-to-End Learning for Human Pose Estimation from Raw Millimeter Wave Radar Data
Asilomar Conference on Signals, Systems, and Computers
BibTeX: Download - Nissen M., Huang SY., Jäger K., Flaucher M., Titzmann A., Bleher H., Pontones C., Hübner H., Danzberger N., Fasching P., Eskofier B., Leutheuser H.:
Smartphone pregnancy apps: systematic analysis of features, scientific guidance, commercialization, and user perception
In: BMC Pregnancy and Childbirth 24 (2024), Article No.: 782
ISSN: 1471-2393
DOI: 10.1186/s12884-024-06959-1
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 - Bräunig J., Mejdani D., Krauß D., Grießhammer S., Richer R., Schüßler C., Yip J., Steigleder T., Ostgathe C., Eskofier B., Vossiek M.:
Radar-based Recognition of Activities of Daily Living in the Palliative Care Context Using Deep 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), New York City: 2023
DOI: 10.1109/BHI58575.2023.10313506
URL: https://www.mad.tf.fau.de/files/2023/12/braeunig23_radar_palliative_care.pdf
BibTeX: Download - Flaucher M., Zakreuskaya A., Jäger K., Richer R., Smeddinck JD., Kumar D., Grimme S., Klein J., Hrynyschyn R., Eskofier B., Leutheuser H.:
Your Health, Your Data: Combining Interdisciplinary Views, Concepts, and Practices to Empower Patients in Their Engagement With Personal Health Data
Mensch und Computer 2023 (Rapperswil, 3. September 2023 - 6. September 2023)
In: Workshopband 2023
DOI: 10.18420/muc2023-mci-ws14-117
BibTeX: Download - Flaucher M., Zakreuskaya A., Nissen M., Mocker A., Fasching P., Beckmann M., Eskofier B., Leutheuser H.:
Evaluating the Effectiveness of Mobile Health in Breast Cancer Care: A Systematic Review
In: Oncologist (2023)
ISSN: 1083-7159
DOI: 10.1093/oncolo/oyad217
BibTeX: Download - Gabler E., Nissen M., Altstidl TR., Titzmann A., Packhäuser K., Maier A., Fasching P., Eskofier B., Leutheuser H.:
Fetal Re-Identification in Multiple Pregnancy Ultrasound Images Using Deep Learning
45th Annual International Conference of the IEEE Engineering in Medicine and Biology Conference, EMBC 2023 (Sydney, NSW, 24. July 2023 - 27. July 2023)
In: 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) 2023
DOI: 10.1109/EMBC40787.2023.10340336
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 - Marx A., Di Stefano F., Leutheuser H., Chin-Cheong K., Pfister M., Burckhardt MA., Bachmann S., Vogt JE.:
Blood glucose forecasting from temporal and static information in children with T1D
In: Frontiers in Pediatrics 11 (2023), Article No.: 1296904
ISSN: 2296-2360
DOI: 10.3389/fped.2023.1296904
BibTeX: Download - Mehringer W., Stöve M., Krauß D., Ring M., Steussloff F., Güttes M., Zott J., Hohberger B., Michelson G., Eskofier B.:
Author Correction: Virtual reality for assessing stereopsis performance and eye characteristics in Post-COVID (Scientific Reports, (2023), 13, 1, (13167), 10.1038/s41598-023-40263-w)
In: Scientific Reports 13 (2023), Article No.: 16307
ISSN: 2045-2322
DOI: 10.1038/s41598-023-43373-7
BibTeX: Download - Mehringer W., Stöve M., Krauß D., Ring M., Steussloff F., Güttes M., Zott J., Hohberger B., Michelson G., Eskofier B.:
Virtual reality for assessing stereopsis performance and eye characteristics in Post-COVID
In: Scientific Reports 13 (2023), p. 13167-
ISSN: 2045-2322
DOI: 10.1038/s41598-023-40263-w
BibTeX: Download - Nissen M., Barrios Campo N., Flaucher M., Jäger K., Titzmann A., Blunck D., Fasching P., Engelhardt V., Eskofier B., Leutheuser H.:
Prevalence and course of pregnancy symptoms using self-reported pregnancy app symptom tracker data
In: npj Digital Medicine 6 (2023), Article No.: 189
ISSN: 2398-6352
DOI: 10.1038/s41746-023-00935-3
BibTeX: Download - Nissen M., Flaucher M., Jäger K., Hübner H., Danzberger N., Titzmann A., Pontones C., Fasching P., Eskofier B., Leutheuser H.:
WebPPG: Feasibility and Usability of Self-Performed, Browser-Based Smartphone Photoplethysmography
45th Annual International Conference of the IEEE Engineering in Medicine and Biology Conference, EMBC 2023 (Sydney, NSW, 24. July 2023 - 27. July 2023)
In: 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) 2023
DOI: 10.1109/EMBC40787.2023.10340204
BibTeX: Download - Nissen M., Perez CA., Jäger K., Bleher H., Flaucher M., Hübner H., Danzberger N., Titzmann A., Pontones C., Fasching P., Beckmann M., Eskofier B., Leutheuser H.:
Usability and Perception of a Wearable-Integrated Digital Maternity Record App in Germany: User Study
In: JMIR Pediatrics and Parenting 6 (2023), Article No.: e50765
ISSN: 2561-6722
DOI: 10.2196/50765
BibTeX: Download - Pontones C., Titzmann A., Hübner H., Danzberger N., Rübner M., Häberle L., Eskofier B., Nissen M., Kehl S., Faschingbauer F., Beckmann M., Fasching P., Schneider M.:
Feasibility and Acceptance of Self-Guided Mobile Ultrasound among Pregnant Women in Routine Prenatal Care
In: Journal of Clinical Medicine 12 (2023), Article No.: 4224
ISSN: 2077-0383
DOI: 10.3390/jcm12134224
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
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 - Blunck D., Kastner L., Nissen M., Winkler J.:
The Effectiveness of Patient Training in Inflammatory Bowel Disease Knowledge via Instagram: Randomized Controlled Trial
In: Journal of Medical Internet Research 24 (2022), p. e36767
ISSN: 1438-8871
DOI: 10.2196/36767
URL: https://jmir.org/2022/10/e36767
BibTeX: Download - Fidorra J., Nissen M., Abdullahi Yari I., Ostgathe C., Steigleder T., Eskofier B.:
Concept of a Simple Reaction Test for eHealth-Based Opioid Response Assessment in Palliative Care
12th World Research Congress of the European Association for Palliative Care (Online, 18. May 2022 - 20. May 2022)
DOI: 10.1177/02692163221093145
URL: https://journals.sagepub.com/doi/10.1177/02692163221093145
BibTeX: Download - Flaucher M., Nissen M., Jäger K., Titzmann A., Pontones C., Hübner H., Fasching P., Beckmann M., Gradl S., Eskofier B.:
Smartphone-Based Colorimetric Analysis of Urine Test Strips for At-Home Prenatal Care
In: IEEE Journal of Translational Engineering in Health and Medicine (2022), p. 1-9
ISSN: 2168-2372
DOI: 10.1109/JTEHM.2022.3179147
BibTeX: Download - Herzer L., Mücke A., Richer R., Albrecht NC., Heyder M., Jäger K., König V., Koelpin A., Rohleder N., Eskofier B.:
Influence of Sensor Position and Body Movements on Radar-Based Heart Rate Monitoring
2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) (Ioannina, 27. September 2022 - 30. September 2022)
DOI: 10.1109/BHI56158.2022.9926775
URL: https://www.mad.tf.fau.de/files/2022/11/herzer_muecke22_validation_mis.pdf
BibTeX: Download - Jäger K., Nissen M., Richer R., Rahm S., Titzmann A., Fasching P., Eskofier B., Leutheuser H.:
Machine Learning-based Detection of In-Utero Fetal Presentation from Non-Invasive Fetal ECG
2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) (Ioannina, 27. September 2022 - 30. September 2022)
DOI: 10.1109/BHI56158.2022.9926804
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 - Kushioka J., Sun R., Zhang W., Muaremi A., Leutheuser H., Odonkor CA., Smuck M.:
Gait Variability to Phenotype Common Orthopedic Gait Impairments Using Wearable Sensors
In: Sensors 22 (2022), Article No.: 9301
ISSN: 1424-8220
DOI: 10.3390/s22239301
BibTeX: Download - Müller V., Richer R., Henrich L., Berger L., Gelardi A., Jäger K., Eskofier B., Rohleder N.:
The Stroop Competition: A Social-Evaluative Stroop Test for Acute Stress Induction
IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) (Ioannina, 27. September 2022 - 30. September 2022)
DOI: 10.1109/BHI56158.2022.9926835
URL: https://www.mad.tf.fau.de/files/2022/11/mueller22_stroop_competition.pdf
BibTeX: Download - Müller V., Richer R., Jäger K., Henrich L., Berger L., Gelardi A., Eskofier B., Rohleder N.:
The Stroop Competition: A Social-Evaluative Stroop Test For Acute Stress Induction
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
DOI: 10.1109/bhi56158.2022.9926835
BibTeX: Download - Nissen M., Slim S., Jäger K., Flaucher M., Hübner H., Danzberger N., Fasching P., Beckmann M., Gradl S., Eskofier B.:
Heart Rate Measurement Accuracy of Fitbit Charge 4 and Samsung Galaxy Watch Active2: Device Evaluation Study
In: JMIR Formative Research 6 (2022), p. e33635
ISSN: 2561-326X
DOI: 10.2196/33635
BibTeX: Download - Qiu J., Oppelt M., Nissen M., Anneken L., Breininger K., Eskofier B.:
Improving Deep Learning-based Cardiac Abnormality Detection in 12-Lead ECG with Data Augmentation
In: : 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) 2022
DOI: 10.1109/EMBC48229.2022.9871969
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
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 - Dörflinger L., Nissen M., Jäger K., Wirth M., Titzmann A., Pontones C., Fasching P., Beckmann M., Gradl S., Eskofier B.:
Digital Maternity Records: Motivation, Acceptance, Requirements, Usability and Prototype Evaluation of an Interface for Physicians and Midwives
MuC '21: Mensch und Computer 2021 (Ingolstadt, 5. September 2021 - 8. September 2021)
In: Mensch und Computer 2021 2021
DOI: 10.1145/3473856.3473994
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 - Odonkor C., Taraben S., Tomkins-Lane C., Zhang W., Muaremi A., Leutheuser H., Sun R., Smuck M.:
Examining the Association Between Self-Reported Estimates of Function and Objective Measures of Gait and Physical Capacity in Lumbar Stenosis
In: Archives of Rehabilitation Research and Clinical Translation (2021), p. 100147
ISSN: 2590-1095
DOI: 10.1016/j.arrct.2021.100147
BibTeX: Download
2020
- Odonkor C., Kuwabara A., Tomkins-Lane C., Zhang W., Muaremi A., Leutheuser H., Sun R., Smuck M.:
Gait features for discriminating between mobility-limiting musculoskeletal disorders: Lumbar spinal stenosis and knee osteoarthritis
In: Gait & Posture 80 (2020), p. 96-100
ISSN: 0966-6362
DOI: 10.1016/j.gaitpost.2020.05.019
BibTeX: Download
2019
- Abdullahi I., Abdullahi B., Adesina S.:
Towards a Framework of Configuring and Evaluating ModSecurity WAF on Tomcat and Apache Web Servers
In: 2019 15th International Conference on Electronics, Computer and Computation (ICECCO) 2019
DOI: 10.1109/ICECCO48375.2019.9043209
URL: https://ieeexplore.ieee.org/document/9043209
BibTeX: Download - Benenson Z., Berger F., Cherepantsev A., Datsevich S., Do L., Eckert M., Elsberger T., Freiling F., Frinken M., Glameyer H., Hafner S., Hagenhoff S., Hammer A., Hammerl S., Hantke F., Heindorf F., Henninger M., Höfer D., Kuhrt P., Lattka M., Leis T., Leubner C., Leyrer K., Lindenmeier C., Del Medico K., Moussa D., Nissen M., Öz A., Ottmann J., Reif K., Ripley N., Roth A., Schilling J., Schleicher R., Schulz D., Stephan M., Volkert C., Wehner M., Wild M., Wirth J., Wolf J., Wunder J., Zlatanovic J.:
Analyse verbreiteter Anwendungen zum Lesen von elektronischen Büchern
CS-2019-06 (2019)
Open Access: http://nbn-resolving.de/urn:nbn:de:bvb:29-opus4-125519
URL: http://nbn-resolving.de/urn:nbn:de:bvb:29-opus4-125519
BibTeX: Download
(Working Paper) - Leutheuser H.:
Wearable computing applications in eHealth (Dissertation, 2019)
URL: https://opus4.kobv.de/opus4-fau/frontdoor/index/index/docId/12590
BibTeX: Download
2018
- Tobola A., Leutheuser H., Pollak M., Spies P., Hofmann C., Weigand C., Eskofier B., Fischer G.:
Self-powered Multiparameter Health Sensor
In: IEEE Journal of Biomedical and Health Informatics 22 (2018), p. 15-22
ISSN: 2168-2194
BibTeX: Download
2017
- Abdullahi I., Zargari S.:
An Overview and Computer Forensic Challenges in Image Steganography
2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData) (Exeter, UK, 21. June 2017 - 23. June 2017)
In: 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData) 2017
DOI: 10.1109/iThings-GreenCom-CPSCom-SmartData.2017.60
URL: https://ieeexplore.ieee.org/document/8276778
BibTeX: Download - Gradl S., Cibis T., Lauber J., Richer R., Rybalko R., Pfeiffer N., Leutheuser H., Wirth M., von Tscharner V., Eskofier B.:
Wearable Current-Based ECG Monitoring System with Non-Insulated Electrodes for Underwater Application
In: Applied Sciences 7 (2017), Article No.: 1277
ISSN: 2076-3417
DOI: 10.3390/app7121277
BibTeX: Download - Leutheuser H., Heyde C., Röcker K., Gollhofer A., Eskofier B.:
Reference-Free Adjustment of Respiratory Inductance Plethysmography for Measurements during Physical Exercise
In: IEEE Transactions on Biomedical Engineering (2017)
ISSN: 0018-9294
DOI: 10.1109/TBME.2017.2675941
BibTeX: Download - Leutheuser H., Lang N., Gradl-Trautvetter S., Struck M., Tobola A., Hofmann C., Anneken L., Eskofier B.:
Textile Integrated Wearable Technologies for Sports and Medical Applications
In: Stefan Schneegass, Oliver Amft (ed.): Smart Textiles, 2017, p. 359-382 (Human–Computer Interaction Series)
ISBN: 978-3-319-50124-6
BibTeX: Download
2016
- Leutheuser H., Gradl S., Anneken L., Lang N., Achenbach S., Eskofier B., Arnold M.:
Instantaneous P-and T-wave detection: Assessment of three ECG fiducial points detection algorithms
2016 IEEE 13th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (University of California, San Francisco (UCSF) Mission Bay Conference CenterSan Francisco; United States, 14. June 2016 - 17. June 2016)
In: 13th International Conference on Wearable and Implantable Body Sensor Networks (BSN) 2016
BibTeX: Download - Tobola A., Leutheuser H., Schmitz B., Hofmann C., Struck M., Weigand C., Eskofier B., Fischer G.:
Battery Runtime Optimization Toolbox for Wearable Biomedical Sensors
13th International Conference on Wearable and Implantable Body Sensor Networks BSN (San Fransisco, CA, 14. June 2016 - 17. June 2016)
In: 13th International Conference on Wearable and Implantable Body Sensor Networks BSN 2016
DOI: 10.1109/BSN.2016.7516259
URL: http://ieeexplore.ieee.org/document/7516259/
BibTeX: Download - Wasza J., Fischer P., Leutheuser H., Oefner T., Bert C., Maier A., Hornegger J.:
Real-Time Respiratory Motion Analysis Using 4-D Shape Priors
In: IEEE Transactions on Biomedical Engineering 63 (2016), p. 485-495
ISSN: 0018-9294
DOI: 10.1109/TBME.2015.2463769
BibTeX: Download
2015
- Cibis T., Groh B., Gatermann H., Leutheuser H., Eskofier B.:
Wearable Real-Time ECG Monitoring with Emergency Alert System for Scuba Diving
37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (Milan, Italy, 25. August 2015 - 29. August 2015)
In: Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society 2015
DOI: 10.1109/EMBC.2015.7319777
URL: https://www.mad.tf.fau.de/files/2017/06/2015-Cibis-EMBC-WRE.pdf
BibTeX: Download - Full K., Leutheuser H., Schlessmann J., Armitage R., Eskofier B.:
Comparative Study on Classifying Gait With a Single Trunk-Mounted Inertial-Magnetic Measurement Unit
12th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (Cambridge, USA, 9. June 2015 - 12. June 2015)
In: Wearable and Implantable Body Sensor Networks (BSN), 2015 IEEE 12th International Conference on 2015
DOI: 10.1109/BSN.2015.7299375
BibTeX: Download - Gradl S., Leutheuser H., Elgendi M., Lang N., Eskofier B.:
Temporal correction of detected R-peaks in ECG signals: A crucial step to improve QRS detection algorithms
37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015 (Mailand)
DOI: 10.1109/EMBC.2015.7318414
BibTeX: Download - Heldberg B., Kautz T., Leutheuser H., Hopfengärtner R., Kasper B., Eskofier B.:
Using wearable sensors for semiology-independent seizure detection - towards ambulatory monitoring of epilepsy
Annual International Conference of the IEEE Engineering in Medicine and Biology Society IEEE Engineering in Medicine and Biology Society Annual Conference (Milan, Italy)
BibTeX: Download - Jensen U., Leutheuser H., Hofmann S., Schüpferling B., Suttner G., Seiler K., Kornhuber J., Eskofier B.:
A wearable real-time activity tracker
In: Biomedical Engineering Letters 5 (2015), p. 147-157
ISSN: 2093-9868
BibTeX: Download - Lang N., Brischwein M., Haßlmeyer E., Tantinger D., Feilner S., Heinrich A., Leutheuser H., Gradl S., Weigand C., Eskofier B., Struck M.:
Filter and Processing Method to Improve R-Peak Detection for ECG Data with Motion Artefacts from Wearable Systems
Computing in Cardiology (Nice, France, 6. September 2015 - 9. September 2015)
In: Computing in Cardiology 2015 2015
DOI: 10.1109/CIC.2015.7411061
BibTeX: Download - Leutheuser H., Tobola A., Anneken L., Gradl S., Lang N., Achenbach S., Eskofier B., Arnold M.:
Arrhythmia classification using RR intervals: Improvement with sinusoidal regression feature
2015 IEEE 12th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (Cambridge, USA, 9. June 2015 - 12. June 2015)
In: 12th International Conference on Wearable and Implantable Body Sensor Networks (BSN) 2015
DOI: 10.1109/BSN.2015.7299371
BibTeX: Download - Mullan P., Kanzler C., Lorch B., Schroeder L., Winkler L., Larissa L., Riedel F., Richer R., Luckner C., Leutheuser H., Eskofier B., Pasluosta CF.:
Unobtrusive Heart Rate Estimation during Physical Exercise using Photoplethysmographic and Acceleration Data
37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society EMBC ’15 (Milano)
In: 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society EMBC ’15 2015
BibTeX: Download - Tantinger D., Zrenner M., Lang N., Leutheuser H., Eskofier B., Weigand C., Struck M.:
Human Authentication Implemented for Mobile Applications Based on ECG-Data Acquired from Sensorized Garments
Computing in Cardiology (Nice, France, 6. September 2015 - 9. September 2015)
In: Computing in Cardiology 2015 2015
BibTeX: Download - Tobola A., Espig C., Streit FJ., Korpok O., Leutheuser H., Schmitz B., Hofmann C., Struck M., Weigand C., Eskofier B., Fischer G.:
Scalable ECG Hardware and Algorithms for Extended Runtime of Wearable Sensors
IEEE International Symposium on Medical Measurements and Applications (MeMeA) (Torino)
In: 2015 IEEE International Symposium on Medical Measurements and Applications 2015
DOI: 10.1109/MeMeA.2015.7145209
BibTeX: Download - Tobola A., Streit FJ., Espig C., Korpok O., Leutheuser H., Sauter C., Lang N., Schmitz B., Hofmann C., Struck M., Weigand C., Eskofier B., Fischer G.:
Sampling rate impact on energy consumption of biomedical signal processing systems
12th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (Cambridge, USA, 9. June 2015 - 12. June 2015)
DOI: 10.1109/BSN.2015.7299392
BibTeX: Download
2014
- Abdullahi I., Abubakar Gummi H.:
Design and Implementation of an Online Bus Ticketing System (A case study of Sokoto State Transport Authority) (Degree thesis, 2014)
URL: http://oer.udusok.edu.ng:8080/xmlui/bitstream/handle/123456789/889/Design and Implementation of Bus Ticketing System using PHP.pdf?sequence=1&isAllowed=y
BibTeX: Download - Gabsteiger F., Leutheuser H., Reis P., Lochmann M., Eskofier B.:
ICA-based Reduction of Electromyogenic Artifacts in EEG Data: Comparison With and Without EMG Data
36th Annual International Conference of the IEEE EMBS (Chicago, Illinois, USA)
In: IEEE EMBC 2014 2014
BibTeX: Download - Heyde C., Leutheuser H., Eskofier B., Röcker K., Gollhofer A.:
Respiratory Inductance Plethysmography - A Rationale for Validity during Exercise
In: Medicine and science in sports and exercise 46 (2014), p. 488-495
ISSN: 0195-9131
DOI: 10.1249/MSS.0000000000000130.
BibTeX: Download - Leutheuser H., Dölfel S., Schuldhaus D., Reinfelder S., Eskofier B.:
Performance Comparison of Two Step Segmentation Algorithms using Different Step Activities
11th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (Zürich, Switzerland, 16. June 2014 - 19. June 2014)
In: Wearable and Implantable Body Sensor Networks (BSN), 2014 11th International Conference on 2014
DOI: 10.1109/BSN.2014.37
BibTeX: Download - Leutheuser H., Gottschalk T., Anneken L., Struck M., Heuberger A., Achenbach S., Eskofier B., Arnold M.:
Automatic ECG Arrhythmia Detection in Real-Time on Android-based Mobile Devices
MobileMed 2014 (Czech Technical University, Prague)
In: Proceedings of International Conference on Mobile and Information Technologies in Medicine and Health 2014
BibTeX: Download - Leutheuser H., Gradl S., Kugler P., Anneken L., Achenbach S., Eskofier B., Arnold M.:
Comparison of Real-Time Classification Systems for Arrhythmia Detection on Android-based Mobile Devices
36th Annual International Conference of the IEEE EMBS (Chicago, Illinois, USA)
In: IEEE EMBC 2014 2014
BibTeX: Download - Leutheuser H., Heyde C., Gollhofer A., Eskofier B.:
Comparison of A Priori Calibration Models for Respiratory Inductance Plethysmography During Running
36th Annual International Conference of the IEEE EMBS (Chicago, Illinois, USA)
In: IEEE EMBC 2014 2014
BibTeX: Download - Schuldhaus D., Leutheuser H., Eskofier B.:
Towards Big Data for Activity Recognition: A Novel Database Fusion Strategy
BODYNETS 2014 (London, 29. September 2014 - 1. October 2014)
In: 9th International Conference on Body Area Networks 2014
URL: https://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2014/Schuldhaus14-TBD.pdf
BibTeX: Download - Tobola A., Korpok O., Leutheuser H., Schmitz B., Hofmann C., Struck M., Weigand C., Eskofier B., Heuberger A., Fischer G.:
System Design Impacts on Battery Runtime of Wearable Medical Sensors
Mobile and Information Technologies in Medicine and Health (MobileMed) (Czech Technical University, Prague)
In: Mobile and Information Technologies in Medicine and Health, Proceedings (MobileMed), 2014 2014
BibTeX: Download
2013
- Gabsteiger F., Leutheuser H., Reis P., Lochmann M., Eskofier B.:
SVM for Semi-automatic Selection of ICA Components of Electromyogenic Artifacts in EEG Data
The 15th International Conference on Biomedical Engineering (ICBME 2013) (University Town, Singapore, 4. December 2013 - 7. December 2013)
In: James Goh (ed.): The 15th International Conference on Biomedical Engineering, Heidelberg: 2013
BibTeX: Download - Gradl S., Leutheuser H., Kugler P., Biermann T., Kreil S., Kornhuber J., Bergner M., Eskofier B.:
Somnography using unobtrusive motion sensors and Android-based mobile phones
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
DOI: 10.1109/EMBC.2013.6609717
BibTeX: Download - Leutheuser H., Eskofier B.:
Heart Rate Variability During Physical Exercise
In: International Journal of Computer Science in Sport 12.0 (2013), p. 61-68
ISSN: 1684-4769
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 - Leutheuser H., Schuldhaus D., Eskofier B.:
Hierarchical, Multi-Sensor Based Classification of Daily Life Activities: Comparison with State-of-the-Art Algorithms Using a Benchmark Dataset
In: Plos One 8.0 (2013), p. e75196
DOI: 10.1371/journal.pone.0075196
BibTeX: Download - Schuldhaus D., Dorn S., Leutheuser H., Tallner A., Klucken J., Eskofier B.:
An Adaptable Inertial Sensor Fusion-Based Approach for Energy Expenditure Estimation.
The 15th International Conference on Biomedical Engineering (ICBME 2013) (University Town, Singapore, 4. December 2013 - 7. December 2013)
In: Goh James (ed.): The 15th International Conference on Biomedical Engineering, Heidelberg: 2013
URL: http://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2014/Schuldhaus14-AAI.pdf
BibTeX: Download - Schuldhaus D., Leutheuser H., Eskofier B.:
Classification of Daily Life Activities by Decision Level Fusion of Inertial Sensor Data
8th International Conference on Body Area Networks (BODYNETS 2013) (Boston, 30. September 2013 - 2. October 2013)
In: ACM Digital Library (ed.): 8th International Conference on Body Area Networks 2013
URL: http://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2013/Schuldhaus13-COD.pdf
BibTeX: Download - Traxdorf M., Gradl S., Kugler P., Leutheuser H., Lauten J., Eskofier B., Angerer F., Iro H.:
Schlafstadienbestimmung mit Hilfe bewegungsbasierter Sensortechnologie
84. Jahresversammlung der Deutschen Gesellschaft für Hals-Nasen-Ohren-Heilkunde, Kopf- und Hals-Chirurgie (Nürnberg, 8. May 2013 - 12. May 2013)
In: Deutsche Gesellschaft für Hals-Nasen-Ohren-Heilkunde Kopf- und Hals-Chirurgie (ed.): Proceedings of the 84th Annual Meeting of the German Society of Oto-Rhino-Laryngology, Head and Neck Surgery, Düsseldorf: 2013
DOI: 10.3205/13hnod723
BibTeX: Download
2012
- Leutheuser H., Eskofier B.:
Heart Rate Variability During Physical Exercise
Sportinformatik 2012: 9. Symposium der Sektion Sportinformatik der Deutschen Vereinigung für Sportwissenschaft (Universität Konstanz, 12. September 2012 - 14. September 2012)
In: Byshko R., Dahmen T., Gratkowski M., Gruber M., Quintana J., Saupe D., Vieten M., Woll A. (ed.): KOPS Institutional Repository University of Konstanz 2012
URL: http://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2012/Leutheuser12-HRV.pdf
BibTeX: Download - Schuldhaus D., Leutheuser H., Eskofier B.:
Automatic Classification of Sport Exercises for Training Support
9. Symposium der Sektion Sportinformatik der Deutschen Vereinigung für Sportwissenschaft (Konstanz, 12. September 2012 - 14. September 2012)
In: Deutsche Vereinigung für Sportwissenschaft (ed.): Sportinformatik 2012 2012
BibTeX: Download
2011
- Leutheuser H., Schaffer T., Hensel B., Weigand C., Schüttler J., Jeleazcov C.:
Quantitative analysis of the cardiorespiratory system during paced respiration
7th Russian-Bavarian Conference on Biomedical Engineering (RBC)
BibTeX: Download