Publications

Fan Wu, Tzu-Ning Wang, Nicolas Zumarraga, Nan Wang, Marc Kreft, Kai O'Sullivan, Elgar Fleisch, Oliver Aalami, Paul Schmiedmayer, Robin Jakob, Philipp Langer (2026). Patient-Level Multimodal Question Answering from Multi-Site Auscultation Recordings. Interspeech.

Fan Wu, Matthias Nägele, Darsh Mehta, Elgar Fleisch, Frank Ruschitzka, Andreas Flammer, Filipe Barata (2026). Vocal Prognostic Digital Biomarkers in Monitoring Chronic Heart Failure: A Longitudinal Observational Study. Preprint.

Fan Wu, Kaiqi Zhao, Elgar Fleisch, Filipe Barata (2026). GeHirNet: A Sex-Aware Hierarchical Model for Fair and Accurate Voice Pathology Classification. IEEE International Conference on Healthcare Informatics.

Fan Wu (2025). Leveraging Machine Learning for Developing Biological and Digital Biomarkers: Studies in Neurological Disorder Diagnostics, Circadian Rhythm Monitoring, and Heart Failure Prognostics. PhD thesis, ETH Zürich.

Filipe Barata, Jinjoo Shim, Fan Wu, Patrick Langer, Elgar Fleisch (2024). The Bitemporal Lens Model—toward a holistic approach to chronic disease prevention with digital biomarkers. JAMIA open.

Fan Wu, Elgar Fleisch, Filipe Barata (2024). Smartwatch-Assessed Sleep and Quality of Life in Healthy Individuals. In EMBC 2024.

Fan Wu, Patrick Langer, Jinjoo Shim, Elgar Fleisch, Filipe Barata (2024). Comparative efficacy of commercial wearables for circadian rhythm home monitoring from activity, heart rate, and core body temperature. IEEE JBHI.

Fan Wu, Matthias Nägele, David Cleres, Thomas Haider, Elgar Fleisch, Frank Ruschitzka, Andreas Flammer, Filipe Barata (2023). Trends in voice characteristics in patients with heart failure (VENTURE) in Switzerland: Protocol for a longitudinal observational pilot study. Plos one.

Fan Wu (2022). Voice Remote Monitoring System for Patients with Heart Failure (VOMOS). In AI+X Summit 2022.