William La Cava

William La Cava is an Assistant Professor at Harvard Medical School and a core faculty member of the Computational Health Informatics Program (CHIP) at Boston Children’s Hospital. Prior to joining CHIP, he was a post-doctoral fellow and research associate in the Institute for Biomedical Informatics at the University of Pennsylvania. He received his PhD from UMass Amherst with a focus on interpretable modelling of dynamical systems.

Recent Papers

An ECG foundation model for generalizable cardiac function prediction across the lifespan

Yuting Yang, Lorenzo Peracchio, Joshua Mayourian, Timothy Miller, William G. La Cava (2026)

medRxiv

pmc.ncbi.nlm.nih.gov  |  pdf

Automated Echocardiographic Detection of Congenital Heart Disease Using Artificial Intelligence

Platon Lukyanenko, Sunil J. Ghelani, Yuting Yang, Bohan Jiang, Timothy A. Miller, David Harrild, Nao Sasaki, Francesca Sperotto, Danielle Sganga, John K. Triedman, Andrew J. Powell, Tal Geva, William G. La Cava, Joshua Mayourian (2026)

Circulation

ahajournals.org  |  PubMed  |  pdf

Recent Posts

Interpreting a glass-box clinical prediction model of resistant hypertension

5 minute read

About our recent HUMIES award-winning algorithm for clinical prediction models

Translating Intersectionality to Fair Machine Learning

1 minute read

A new perspective on how this social theory relates to fair machine learning.