A Systematic Study of Race and Sex Bias in CNN-Based Cardiac MR Segmentation
Tiarna Lee, Esther Puyol‐Antón, Bram Ruijsink, Miaojing Shi, Andrew P. King
Topics & Concepts
SegmentationConvolutional neural networkComputer scienceArtificial intelligenceDeep learningRace (biology)Region of interestInductive biasRepresentation (politics)Focus (optics)Magnetic resonance imagingMachine learningPattern recognition (psychology)MedicineMulti-task learningEconomicsPoliticsBiologyManagementLawBotanyPhysicsOpticsTask (project management)Political scienceRadiologySex and Gender in HealthcareDiversity and Career in MedicineArtificial Intelligence in Healthcare and Education