How medical AI devices are evaluated: limitations and recommendations from an analysis of FDA approvals

Geographic Distribution of US Cohorts Used to Train Deep Learning Algorithms

(2020) Amit Kaushal et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Addressing health disparities in the Food and Drug Administration’s artificial intelligence and machine learning regulatory framework

(2020) Kadija Ferryman   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Minimum information about clinical artificial intelligence modeling: the MI-CLAIM checklist

(2020) Beau Norgeot et al.   NATURE MEDICINE

Reporting guidelines for clinical trial reports for interventions involving artificial intelligence: the CONSORT-AI extension

(2020) Xiaoxuan Liu et al.   NATURE MEDICINE

Guidelines for clinical trial protocols for interventions involving artificial intelligence: the SPIRIT-AI extension

(2020) Samantha Cruz Rivera et al.   NATURE MEDICINE

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

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