Diagnosing bias in data-driven algorithms for healthcare

Dissecting racial bias in an algorithm used to manage the health of populations

(2019) Ziad Obermeyer et al.   SCIENCE

An Interpretable Machine Learning Model for Accurate Prediction of Sepsis in the ICU

(2018) Shamim Nemati et al.   CRITICAL CARE MEDICINE

A Generalizable, Data-Driven Approach to Predict Daily Risk of Clostridium difficile Infection at Two Large Academic Health Centers

(2018) Jeeheh Oh et al.   INFECTION CONTROL AND HOSPITAL EPIDEMIOLOGY

The Artificial Intelligence Clinician learns optimal treatment strategies for sepsis in intensive care

(2018) Matthieu Komorowski et al.   NATURE MEDICINE

Mastering the game of Go without human knowledge

(2017) David Silver et al.   NATURE

Data-Driven Decisions for Reducing Readmissions for Heart Failure: General Methodology and Case Study

(2014) Mohsen Bayati et al.   PLoS One