Data augmentation of wearable sensor data for parkinson's disease monitoring using convolutional neural networks. - Terry Taewoong Um; Franz Michael Josef Pfister; Daniel Pichler; Satoshi Endo; Muriel Lang; Sandra Hirche; Urban Fietzek; Dana Kulic (ICMI, 2017)

Parkinson's Disease Assessment from a Wrist-Worn Wearable Sensor in Free-Living Conditions: Deep Ensemble Learning and Visualization. - Terry Taewoong Um; Franz Michael Josef Pfister; Daniel Christian Pichler; Satoshi Endo; Muriel Lang; Sandra Hirche; Urban Fietzek; Dana Kulic (CoRR, 2018)

Conceptualization of WECARE: A Community-based Platform for Minimizing Consequences of Fall in Elderly People. - Tanawat Chansophonkul; Jean Baptise Dusenge; Daniel Pichler; Volha Samusevich; Anatole Jimenez; Séverine Koeberle; Régis Aubry; Thomas Lihoreau; Thomas Tannou (HEALTHINF, 2019)

A Multi-Layer Gaussian Process for Motor Symptom Estimation in People With Parkinson's Disease. - Muriel Lang; Franz Michael Josef Pfister; Jakob Fröhner; Kian Abedinpour; Daniel Pichler; Urban Fietzek; Terry Taewoong Um; Dana Kulic; Satoshi Endo; Sandra Hirche (IEEE Trans. Biomed. Eng., 2019)