Matthias Ring
Dr.-Ing. Matthias Ring
Alumnus
Carl-Thiersch-Straße 2b
91052 Erlangen
Department Artificial Intelligence in Biomedical Engineering (AIBE)
Lehrstuhl für Maschinelles Lernen und Datenanalytik
Carl-Thiersch-Straße 2b
91052 Erlangen
- Phone number: +49 9131 85-20285
- Fax number: +49 9131 85-28980
- Email: matthias.ring@fau.de
- Website: https://www.mad.tf.fau.de/person/matthias-ring/
- February 2018 – July 2019
Postdoctoral researcher at the Machine Learning and Data Analytics Lab, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU) - October 2012 – January 2018
Ph.D. student at the Machine Learning and Data Analytics Lab / Pattern Recognition Lab, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU) - October 2010 – August 2012
M.Sc. in computer science at the Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU) - October 2007 – September 2010
B.Sc. in computer science at the Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU)
- Quantitative Dehydration Estimation During Physical Exercise
Quantitative estimation of dehydration (total body water loss) during physical exercise using bioimpedance measurements, temperature measurements, salivary samples, and sweat samples.
- Bluetooth Controller Support for UE4 GoogleVR iOS Apps
An Unreal Engine 4 (UE4) plugin to enable usage of bluetooth remote controllers / gamepads / joysticks in iOS virtual reality (VR) apps. - Embedded Classification Software Toolbox (ECST)
A software toolbox to train machine learning and classification systems, to compare accuracy and performance, and to analyze the complexity of trained systems. - Visual Field Assessment and Training (VFAT): Smartphone Virtual Reality (VR) App for Mobile and Home Perimetry
Unreal Engine 4 (UE4) based virtual reality (VR) smartphone app for mobile and home perimetry. - Visual Field Assessment and Training (VFAT): Server for Mobile and Home Perimetry
Django based server backend for mobile and home perimetry.
2023
- Grau E., Andrae S., Horn F., Hohberger B., Ring M., Michelson G.:
Teleglaucoma Using a New Smartphone-Based Tool for Visual Field Assessment
In: Journal of Glaucoma 32 (2023), p. 186-194
ISSN: 1057-0829
DOI: 10.1097/IJG.0000000000002153
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
2022
- Kutzner B., Ring M., Michelson G.:
Binocular vision training for professional athletes
In: Ophthalmologe (2022)
ISSN: 0941-293X
DOI: 10.1007/s00347-022-01574-x
BibTeX: Download
2020
- Ivanović MD., Hannink J., Ring M., Baronio F., Vukčević V., Hadžievski L., Eskofier B.:
Predicting defibrillation success in out-of-hospital cardiac arrested patients: Moving beyond feature design
In: Artificial Intelligence in Medicine 110 (2020), Article No.: 101963
ISSN: 0933-3657
DOI: 10.1016/j.artmed.2020.101963
BibTeX: Download - Kara DD., Ring M., Hennig F., Michelson G.:
Effects of Mild Traumatic Brain Injury on Stereopsis Detected by a Virtual Reality System: Attempt to Develop a Screening Test
In: Journal of Medical and Biological Engineering (2020)
ISSN: 1609-0985
DOI: 10.1007/s40846-020-00542-7
BibTeX: Download - Mehringer W., Wirth M., Gradl S., Durner L., Ring M., Laudanski AF., Eskofier B., Michelson G.:
An Image-Based Method for Measuring Strabismus in Virtual Reality
2020 IEEE International Symposium on Mixed and Augmented Reality (ISMAR) (Recife, 9. November 2020 - 13. November 2020)
In: IEEE (ed.): 2020 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct) 2020
DOI: 10.1109/ISMAR-Adjunct51615.2020.00018
BibTeX: Download
2019
- Kara DD., Ring M., Mehringer W., Eskofier B., Hennig F., Michelson G.:
Detection of Mild Traumatic Brain Injury by a Virtual Reality System
Annual Meeting of the Association-for-Research-in-Vision-and-Ophthalmology (ARVO) (Vancouver, CANADA, 28. April 2019 - 2. May 2019)
In: INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ROCKVILLE: 2019
BibTeX: Download - Michelson G., Kutzner B., Mehringer W., Paulus J., Ring M., Eskofier B.:
Dichoptic Binocular Vision Training Improved Stereo Vision in Top Athletes
Annual Meeting of the Association-for-Research-in-Vision-and-Ophthalmology (ARVO) (Vancouver, 28. April 2019 - 2. May 2019)
In: INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, ROCKVILLE: 2019
BibTeX: Download
2018
- Ivanovic M., Ring M., Baronio F., Calza S., Vukcevic V., Hadzievski L., Maluckov A., Eskofier B.:
ECG derived feature combination versus single feature in predicting defibrillation success in out-of-hospital cardiac arrested patients
In: Biomedical Physics and Engineering Express 5 (2018), p. 015012
ISSN: 2057-1976
DOI: 10.1088/2057-1976/aaebec
BibTeX: Download - Ring M.:
Quantitative Estimation of Total Body Water Loss During Physical Exercise (Dissertation, 2018)
DOI: 10.25593/978-3-96147-095-2
BibTeX: Download
2017
- Morgner P., Müller C., Ring M., Eskofier B., Riess C., Armknecht F., Benenson Z.:
Privacy Implications of Room Climate Data
In: Proceedings of the 22nd European Symposium on Research in Computer Security (ESORICS 2017) 2017
DOI: 10.1007/978-3-319-66399-9_18
URL: https://faui1-files.cs.fau.de/filepool/publications/esorics2017_privacy_room_climate.pdf
BibTeX: Download - Ring M., Lohmueller C., Rauh M., Mester J., Eskofier B.:
Salivary Markers for Quantitative Dehydration Estimation During Physical Exercise
In: IEEE Journal of Biomedical and Health Informatics 21 (2017), p. 1306-1314
ISSN: 2168-2194
DOI: 10.1109/JBHI.2016.2598854
BibTeX: Download
2016
- Behringer M., Grützner S., Montag J., McCourt M., Ring M., Mester J.:
Effects of stimulation frequency, amplitude, and impulse width on muscle fatigue
In: Muscle & Nerve 53 (2016), p. 608-616
ISSN: 0148-639X
BibTeX: Download - Behringer M., Jedlicka D., McCourt M., Ring M., Mester J.:
Effects of lymphatic drainage and local cryo exposition regeneration after high-intensive exercises
In: Muscle, Ligaments and Tendons Journal 6 (2016), p. 228-235
ISSN: 2240-4554
DOI: 10.11138/mltj/2016.6.2.228
BibTeX: Download - Jensen U., Kugler P., Ring M., Eskofier B.:
Approaching the accuracy-cost conflict in embedded classification system design
In: Pattern Analysis and Applications 19 (2016), p. 839-855
ISSN: 1433-7541
DOI: 10.1007/s10044-015-0503-1
BibTeX: Download - Kreutzer P., Dotzler G., Ring M., Eskofier B., Philippsen M.:
Automatic clustering of code changes
13th International Conference on Mining Software Repositories (MSR 2016) (Austin, TX, USA, 14. May 2016 - 15. May 2016)
In: Proceedings of the 13th International Conference on Mining Software Repositories (MSR'16) 2016
DOI: 10.1145/2901739.2901749
URL: http://dl.acm.org/citation.cfm?id=2901749
BibTeX: Download - Ring M., Eskofier B.:
An approximation of the Gaussian RBF kernel for efficient classification with SVMs
In: Pattern Recognition Letters 84 (2016), p. 107–113
ISSN: 0167-8655
DOI: 10.1016/j.patrec.2016.08.013
BibTeX: Download - Ring M., Lohmüller C., Rauh M., Mester J., Eskofier B.:
A Temperature-Based Bioimpedance Correction for Water Loss Estimation During Sports
In: IEEE Journal of Biomedical and Health Informatics 20 (2016), p. 1477-1484
ISSN: 2168-2194
DOI: 10.1109/JBHI.2015.2466076
BibTeX: Download
2015
- Ring M., Eskofier B.:
Data Mining in the U.S. National Toxicology Program (NTP) Database Reveals a Potential Bias Regarding Liver Tumors in Rodents Irrespective of the Test Agent
In: PLoS ONE 10 (2015), p. e0116488
ISSN: 1932-6203
DOI: 10.1371/journal.pone.0116488
URL: http://journals.plos.org/plosone/article/asset?id=10.1371%2Fjournal.pone.0116488.PDF
BibTeX: Download - Ring M., Eskofier B.:
Optimal feature selection for nonlinear data using branch-and-bound in kernel space
In: Pattern Recognition Letters 68 (2015), p. 56-62
ISSN: 0167-8655
DOI: 10.1016/j.patrec.2015.08.007
BibTeX: Download - Ring M., Lohmüller C., Rauh M., Eskofier B.:
On Sweat Analysis for Quantitative Estimation of Dehydration during Physical Exercise
37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (Milan, 25. August 2015 - 29. August 2015)
In: IEEE (ed.): Proceedings of the 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2015
DOI: 10.1109/EMBC.2015.7320006
BibTeX: Download
2014
- Ring M., Lohmüller C., Rauh M., Eskofier B.:
A Two-Stage Regression Using Bioimpedance and Temperature for Hydration Assessment During Sports
22nd International Conference on Pattern Recognition (ICPR 2014) (Stockholm, 24. August 2014 - 28. August 2014)
In: IEEE (ed.): Proceedings of the 2014 22nd International Conference on Pattern Recognition (ICPR) 2014
DOI: 10.1109/ICPR.2014.773
BibTeX: Download
2012
- Jensen U., Ring M., Eskofier B.:
Generic Features for Biosignal Classification
9. Symposium der Sektion Sportinformatik der Deutschen Vereinigung für Sportwissenschaft (Konstanz, 12. September 2012 - 14. September 2012)
In: Sportinformatik 2012: 9. Symposium der Sektion Sportinformatik der Deutschen Vereinigung für Sportwissenschaft 2012
BibTeX: Download - Riedhammer KT., Ring M., Nöth E., Kolb D.:
A Software Kit for Automatic Voice Descrambling
IEEE International Workshop on Security and Forensics in Communication Systems (Ottawa, 15. June 2012)
In: IEEE (ed.): Proceedings of the IEEE International Workshop on Security and Forensics in Communication Systems (SFCS) 2012
DOI: 10.1109/ICC.2012.6364883
URL: http://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2012/Riedhammer12-ASK.pdf
BibTeX: Download - Ring M., Jensen U., Kugler P., Eskofier B.:
Software-based Performance and Complexity Analysis for the Design of Embedded Classification Systems
21st International Conference on Pattern Recognition (ICPR 2012) (Tsukuba, 11. November 2012 - 15. November 2012)
In: IEEE (ed.): Proceedings of the 2012 21st International Conference on Pattern Recognition (ICPR) 2012
BibTeX: Download
- Data Mining in the U.S. National Toxicology Program (NTP) Database
This project investigated if effects on rodents’ liver weight in short-term studies can be exploited to predict the incidence of liver tumors in long-term studies. - Digital Vision Trainer
This project builds digital, visual perceptual learning systems for 3D stereo monitors as well as virtual reality headsets. - Green Belt ML@Operations
This project develops a seminar on applied machine learning for engineers in production and quality. - Noninvasive Determination of the Human Hydration Level
This project proposed several machine learning approaches for quantitative dehydration estimation during physical exercise. - Theoretical Machine Learning
This project summarizes theoretical contributions to machine learning research.
- 1st International Symposium on Human Hydration Monitoring Technologies at BSN2017 (co-chair with Karl E. Friedl)
This symposium considered technological, physiological, and data-analytics aspects of hydration monitoring that have been explored by researchers with first-hand experience in a range of applications from clinical patients to active athletes.