Projects
What we are building.
Five lines of work, each combining several kinds of health data into one model. All are in progress.
In progress
Multimodal Depression Intelligence
Detecting depression and predicting its course by combining brain signals, wearables, speech, text and clinical records.
In progress
Personalized Medicine for Cardiovascular Disease
One patient's ECG, imaging, genomics and lifestyle combined into a personal risk profile and treatment plan.
In progress
Multimodal Emotion Recognition
Recognizing emotional state, its intensity and how it changes, from face, body signals, voice and text together.
In progress
Cardio Twin
A patient-specific virtual heart planned to run close to the patient, updated in real time from wearables, and intended to test treatments before they are given.
In progress
Brain–Computer Interface for Game Control
Moving, aiming, jumping and shooting in a game using only brain signals from a non-invasive EEG headset.
Illustrations generated with ChatGPT for the AI4Health Lab. They depict research themes, not study data.