Spatio-temporal information and knowledge representation of disease incidence and respective intervention strategies. - Matthew Davis; Stefan von Cavallar; Kelly L. Wyres; Matthias Reumann; Martin J. Sepulveda; Priscilla Rogers (MIE, 2014)

A Cloud-Based Infrastructure for Feedback-Driven Training and Image Recognition. - Mani Abedini; Stefan von Cavallar; Rajib Chakravorty; Matthew Davis; Rahil Garnavi (MedInfo, 2015)

Privacy Preserving Human Fall Detection using Video Data. - Umar Asif; Benjamin S. Mashford; Stefan von Cavallar; Shivanthan A. C. Yohanandan; Subhrajit Roy; Jianbin Tang; Stefan Harrer (ML4H@NeurIPS, 2019)

SSHFD: Single Shot Human Fall Detection with Occluded Joints Resilience. - Umar Asif; Stefan von Cavallar; Jianbin Tang; Stefan Harrer (ECAI, 2020)

DeepActsNet: Spatial and Motion features from Face, Hands, and Body Combined with Convolutional and Graph Networks for Improved Action Recognition. - Umar Asif; Deval Samirbhai Mehta; Stefan von Cavallar; Jianbin Tang; Stefan Harrer (CoRR, 2020)

Towards Automated and Marker-Less Parkinson Disease Assessment: Predicting UPDRS Scores Using Sit-Stand Videos. - Deval Samirbhai Mehta; Umar Asif; Tian Hao; Erhan Bilal; Stefan von Cavallar; Stefan Harrer; Jeffrey L. Rogers (CVPR Workshops, 2021)

Health Guardian Platform: A technology stack to accelerate discovery in Digital Health research. - Bo Wen; Vince S. Siu; Italo Buleje; Kuan Yu Hsieh; Takashi Itoh; Lukas Zimmerli; Nigel Hinds; Elif Eyigöz; Bing Dang; Stefan von Cavallar; Jeffrey L. Rogers (ICDH, 2022)

DeepActsNet: A deep ensemble framework combining features from face, hands, and body for action recognition. - Umar Asif; Deval Samirbhai Mehta; Stefan von Cavallar; Jianbin Tang; Stefan Harrer (Pattern Recognit., 2023)