William G. La Cava
Scholar

William G. La Cava

Google Scholar ID: iZB7inEAAAAJ
Harvard, Boston Children's Hospital
biomedical informaticsmachine learningfairnessinterpretabilitysymbolic regression
Citations & Impact
All-time
Citations
4,625
 
H-index
25
 
i10-index
46
 
Publications
20
 
Co-authors
0
 
Resume (English only)
Academic Achievements
  • - Iterative Learning of Computable Phenotypes for Treatment Resistant Hypertension using Large Language Models
  • - Deciphering the influence of demographic factors on the treatment of pediatric patients in the emergency department
  • - Robust AI-ECG for Predicting Left Ventricular Systolic Dysfunction in Pediatric Congenital Heart Disease
Research Experience
  • The Cava laboratory is part of the Computational Health Informatics Program at Boston Children’s Hospital, affiliated with Harvard Medical School.
Background
  • Research Interests: Improving the trustworthiness of artificial intelligence (AI) models deployed in healthcare settings. Areas of focus include algorithmic notions of interpretability, fairness, accuracy, and robustness in medical applications.
Co-authors
0 total
Co-authors: 0 (list not available)