Portrait image of Danielle Belgrave

I am a machine learning researcher in the Healthcare Intelligence group at Microsoft Research, in Cambridge (UK) where I work on Project Talia.  My research focuses on integrating medical domain knowledge, probabilistic graphical modelling and causal modelling frameworks to help develop personalized treatment and intervention strategies for mental health. In Project Talia, we explores how a human-centric approach to machine learning can meaningfully assist in the detection, diagnosis, monitoring, and treatment of mental health problems.

I obtained a BSc in Mathematics and Statistics from London School of Economics, an MSc in Statistics from University College London and a PhD in the area of machine learning in health applications from the University of Manchester. Prior to joining Microsoft, I was a tenured Research Fellow at Imperial College London.

AMLD EPFL 2021 / Speakers

Lenka Zdeborová

Professor, EPFL

Sharada Mohanty

CEO & Founder, AIcrowd

Philippe Glénat

VP Digital Lab, Firmenich

Asif Jan

Chief Data Officer, Owkin

Jeffrey R. Bohn

Chief Strategy Officer, One Concern

Katarína Baštáková

Operations Specialist, Swiss Re

AMLD / Global partners