“Shortcuts” Causing Bias in Radiology Artificial Intelligence: Causes, Evaluation, and Mitigation
Imon Banerjee, Kamanasish Bhattacharjee, John L. Burns, Hari Trivedi, Saptarshi Purkayastha, Laleh Seyyed-Kalantari, Bhavik N. Patel, Rakesh Shiradkar, Judy Wawira Gichoya
Topics & Concepts
Artificial intelligenceInferenceSpurious relationshipComputer scienceMachine learningMetric (unit)Race (biology)Operations managementBiologyBotanyEconomicsArtificial Intelligence in Healthcare and EducationRadiomics and Machine Learning in Medical ImagingAutopsy Techniques and Outcomes