Nils Roth › Machine Learning and Data Analytics Lab

Nils Roth, M. Sc.

Department of Computer Science
Lehrstuhl für Informatik 14 (Maschinelles Lernen und Datenanalytik)

Room 01.026
Carl-Thiersch-Straße 2b
91052 Erlangen

Phone number: +49 9131 85 20159
Email: nils.roth@fau.de
Website: https://www.mad.tf.fau.de/person/nils-roth/

Since March ’18, Robert Richer and me are the CEOs of Portabiles, a spin-off company from our MaD Lab.

since 05/2017	Researcher and Ph.D. student at the Machine Learning and Data Analytics Lab Friedrich-Alexander-University Erlangen-Nuernberg
01/2017 – 04/2017	Researcher and Ph.D. student at the Pattern Recognition Lab Friedrich-Alexander-University Erlangen-Nuernberg
10/2014 – 10/2016	Masters Degree „Medical Electronics“ Friedrich-Alexander-University Erlangen-Nuernberg Master Thesis : “Circuit Optimization for Capacitively Coupled ECG Measurement for Integration into a wearable Back Patch”
04/2011 – 10/2014	Bachelors Degree “Medical Engineering” Friedrich-Alexander-University Erlangen-Nuernberg Bachelor Thesis: “Entwurf und Implementierung von Algorithmen zur Aktivitäts- und Sturzerkennung”

Orozco-Arroyave JR., Vásquez-Correa JC., Klumpp P., Pérez-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
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
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
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
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
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
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
BibTeX: Download
Vásquez-Correa JC., Arias-Vergara T., Klumpp P., 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
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
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
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
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
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
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
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

Innovationslabor für Wearable und Ubiquitous Computing

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Nils Roth, M. Sc.

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