Digital Health – Gait Analytics

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
  URL: https://scholarspace.manoa.hawaii.edu/handle/10125/71079
  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
• Martindale C., Christlein V., Klumpp P., Eskofier B.:
  Wearables-based multi-task gait and activity segmentation using recurrent neural networks
  In: Neurocomputing (2020)
  ISSN: 0925-2312
  DOI: 10.1016/j.neucom.2020.08.079
  BibTeX: Download
• Orozco-Arroyave JR., Vasquez Correa J., 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
• 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
• 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
  BibTeX: Download
• 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
• 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
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• 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
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• 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., 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
• 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
• 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
• 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

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 (2018)
  ISSN: 1424-8220
  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
• 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., 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
  BibTeX: Download
• 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
  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" 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.:
  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
• 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
• 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
  BibTeX: Download
• 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
  BibTeX: Download
• 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
  BibTeX: Download
• 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
  BibTeX: Download
• 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