Underdiagnosis bias of artificial intelligence algorithms applied to chest radiographs in under-served patient populations

Utility of Artificial Intelligence Tool as a Prospective Radiology Peer Reviewer — Detection of Unreported Intracranial Hemorrhage

(2020) Balaji Rao et al.   ACADEMIC RADIOLOGY

Treating health disparities with artificial intelligence

(2020) Irene Y. Chen et al.   NATURE MEDICINE

Gender imbalance in medical imaging datasets produces biased classifiers for computer-aided diagnosis

(2020) Agostina J. Larrazabal et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Hidden in Plain Sight — Reconsidering the Use of Race Correction in Clinical Algorithms

(2020) Darshali A. Vyas et al.   NEW ENGLAND JOURNAL OF MEDICINE

Do no harm: a roadmap for responsible machine learning for health care

(2019) Jenna Wiens et al.   NATURE MEDICINE

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

(2019) Ziad Obermeyer et al.   SCIENCE

Deep Convolutional Neural Network–based Software Improves Radiologist Detection of Malignant Lung Nodules on Chest Radiographs

(2019) Yongsik Sim et al.   RADIOLOGY

MIMIC-CXR, a de-identified publicly available database of chest radiographs with free-text reports

(2019) Alistair E. W. Johnson et al.   Scientific Data

Implementing Machine Learning in Health Care — Addressing Ethical Challenges

(2018) Danton S. Char et al.   NEW ENGLAND JOURNAL OF MEDICINE

Potential Biases in Machine Learning Algorithms Using Electronic Health Record Data

(2018) Milena A. Gianfrancesco et al.   JAMA Internal Medicine

Radiologist shortage leaves patient care at risk, warns royal college

(2017) Abi Rimmer   BMJ-British Medical Journal

Radiologist shortage leaves patient care at risk, warns royal college

(2017) Abi Rimmer   BMJ-British Medical Journal

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

The Quality Of Care Delivered To Patients Within The Same Hospital Varies By Insurance Type

(2013) Christine S. Spencer et al.   HEALTH AFFAIRS

A New, Evidence-based Estimate of Patient Harms Associated with Hospital Care

(2013) John T. James   Journal of Patient Safety

The Causes of Medical Malpractice Suits against Radiologists in the United States

(2012) Jeremy S. Whang et al.   RADIOLOGY