Development and Validation of an Interpretable Conformal Predictor to Predict Sepsis Mortality Risk: Retrospective Cohort Study.

Meicheng Yang Hui Chen Wenhan Hu Massimo Mischi Caifeng Shan Jianqing Li Xi Long Chengyu Liu

Published in: Journal of medical Internet research (2024)

By combining model explanation and conformal prediction, AI-based systems can be better translated into medical practice for clinical decision-making.

Keyphrases

decision making
healthcare
primary care
acute kidney injury
intensive care unit
artificial intelligence
septic shock
quality improvement
machine learning