Human Motion Institute

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Heart Failure Assessment with Reliable Technology using Wearables

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Heart Failure Assessment with Reliable Technology using Wearables and In Vitro Diagnostics, is a multidisciplinary research programme focused on improving the early detection and management of heart failure. The programme develops a clinically reliable, non-invasive monitoring platform that integrates wearable mobility sensing, AI-based analysis of heart and lung sounds, and additional digital biomarkers.

Heart failure; single molecule detection; acoustic cardiopulmonary monitoring; deep learning; multimodal sensor fusion; early decompensation detection.

Principal Investigators
Prof. Dr. Oliver Hayden - Lead PI, TUM
Assoc. Prof. Mark Chan - Lead PI, NUS
Prof. Dr. Martin Daumer - Team PI, TUM
Dr. Eimo Martens - Team PI, TUM Hospital
Prof. Dr.-Ing. Bernhard Seeber - Team PI, TUM
Prof. Dr. Sebastian Steinhorst - Team PI, TUM

tum-create.edu.sg/research/heartwise

European Union Framework 7 BMBF - Federal Ministry of Education and Research BMWI - Federal Ministry of Business and Technology Deutsches Kompetenznetzwerk Multiple Sklerose Hertie Foundation University of Oxford, UK Imperial College, London, UK Bavarian Research Foundation University of Cambridge Mayo Clinic, US University of Rochester, US US National MS Society UK Multiple Sclerosis Society Hilton Foundation, US GE Healthcare European Medicines Agency European Commission
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