Why Deep Surgical Models Fail?: Revisiting Surgical Action Triplet Recognition Through the Lens of Robustness
Yanqi Cheng, Lihao Liu, Shujun Wang, Yueming Jin, Carola‐Bibiane Schönlieb, Angelica I. Avilés-Rivero
Topics & Concepts
Computer scienceSpurious relationshipRobustness (evolution)Artificial intelligenceAdversarial systemDeep learningTrustworthinessMachine learningData scienceComputer securityChemistryBiochemistryGeneArtificial Intelligence in Healthcare and EducationCardiac, Anesthesia and Surgical OutcomesExplainable Artificial Intelligence (XAI)