My lab develops methods for processing of large data, especially internet data (e.g., social media posts and search engine data) to elicit insights about health and improve medicine. The algorithms and methods developed can be applied at both individual and population levels. We specialize in machine learning, information retrieval, and social network analysis.
Another are of interest in my lab is nudging people to healthier lives through adaptive interventions, delivered through personal messages (SMS, WhatsApp) or online advertisements.
Our algorithms learn the most effective messages to send each person to maximize their adherence to treatment.
Partner seeks Consortium/Coordinator
DESTINATION 3: HORIZON-HLTH-2026-01-DISEASE-15: Scaling up innovation in cardiovascular health
DESTINATION 3: HORIZON-HLTH-2026-01-DISEASE-03: Advancing research on the prevention, diagnosis, and management of post-infection long-term conditions
DESTINATION 1: HORIZON-HLTH-2026-01-STAYHLTH-02: Behavioural interventions as primary prevention for Non-Communicable Diseases (NCDs) among young people
DESTINATION 4: HORIZON-HLTH-2026-01-CARE-01: Public procurement of innovative solutions for improving citizens' access to healthcare through integrated or personalised approaches
Author
Professor at Crowdsourced Health lab at Bar Ilan University