Digital health research at HPI DHC involves students, researchers, clinicians and academics at HPI and partnering institutions locally, nationally and internationally. Here you find an overview of current research topics of our teams. Please click on the topic to get more information.

• Clinical Prediction Models (Chair Böttinger - Harry Freitas Da Cruz)
• Closed-loop Warning System for Epilepsy Monitoring (Chair Arnrich - Sidratul Moontaha)
• Data-driven patient subgroup identification and outcome prediction in unspecific back pain patients (Chair Böttinger - Jan Philipp Sachs)
• Digital Phenotyping for and Beyond Clinical Trials (Chair Arnrich - Nico Stechan)
• Digital Therapeutic and Personalized Decision Support Interventions for People with Low Back Pain: A Health Economic Perspective (Chair Böttinger - Daniel Lewkowicz)
• Discovery of Digital Biomarker for Hypertension (Chair Böttinger - Ariane Morassi-Sasso)
• Federated Learning (Chair Arnrich - Bjarne Pfitzner)
• Low-Cost and Unobtrusive Human Motion Analysis in the Wild (Chair Arnrich - Lin Zhou, Justin Albert)
• Machine learning on electronic health records focused on hypertension and other cardiovascular diseas Chair Böttinger - Suparno Datta)
• Nursing Activity Recognition Using Data Augmentation (Chair Böttinger - Orhan Konak)
• OCD Early Warning System and Sensor-Supported Treatment Options (Chair Arnrich - Kristina Kirsten)
• Reacting to Risk: Designing a Personalized Health Application to Support Individuals in Disease Prevention (Chair Böttinger - Tamara Slosarek)
• Unobtrusive Health Monitoring for Driving Lifestyle Changes using Wearables (Chair Arnrich - Jonas Chromik, Kristina Kirsten)

For an overview of funded projects please have a look at the research group subpages for each chair:

• Chair Digital Health - Personalized Medicine
• Chair Digital Health - Machine Learning
• Chair Digital Health - Connected Healthcare