Sensor Validation and Diagnostic Potential of Smartwatches in Movement Disorders. - Julian Varghese; Catharina Marie van Alen; Michael Fujarski; Georg Stefan Schlake; Julitta Sucker; Tobias Warnecke; Christine Thomas (Sensors, 2021)

Subgroup discovery of Parkinson's Disease by utilizing a multi-modal smart device system. - Catharina Marie van Alen; Alexander Brenner; Tobias Warnecke; Julian Varghese (CoRR, 2022)

Classification of Parkinson's Disease from Voice - Analysis of Data Selection Bias. - Alexander Brenner; Catharina Marie van Alen; Lucas Plagwitz; Julian Varghese (MIE, 2023)

DeepTSE: A Time-Sensitive Deep Embedding of ICU Data for Patient Modeling and Missing Data Imputation. - Michael Fujarski; Christian Porschen; Lucas Plagwitz; Daniel Stroth; Catharina Marie van Alen; Mahan Sadjadi; Raphael Weiss; Alexander Zarbock; Thilo Caspar von Groote; Julian Varghese (MIE, 2023)