Bihorac Lab

University of Florida

INTERNAL MEDICINE/MEDICINE

Gainesville · United States

NIH-funded
Rate this labNo reviews yet — be the first.

Research focus

NIH R01 · 2025

Explainable, Fair, Reproducible and Collaborative Surgical Artificial Intelligence: Integrating data, algorithms and clinical reasoning for surgical risk assessment (XAI-IDEALIST)

Project Summary In the United States, the average American can expect to undergo seven surgical operations during a lifetime. Each year 150,000 surgical patients die, and 1.5 million develop a complication after surgery. Progress in medical Artificial Intelligence (AI) remains halted by limited datasets and models with insufficient interpretability, transparency, fairness, and reproducibility that are difficult to implement and share across institutions. In the previous funding period, in addition to 98 publications and 3 patents, a real-time intelligent surgical risk assessment system was successfully implemented at University of Florida. The overall objective of this renewal application…

From the public funding record at NIH RePORTER. Describes the funded project, not the reviews below.

Reviews

← All labs at University of Florida