Enhancing the reliability and accuracy of AI-enabled diagnosis via complementarity-driven deferral to clinicians
Krishnamurthy Dvijotham, Jim Winkens, Melih Barsbey, Sumedh Ghaisas, Robert Stanforth, Nick Pawlowski, Patricia H. Strachan, Zahra S. Ahmed, Shekoofeh Azizi, Yoram Bachrach, Laura Culp, Mayank Daswani, Jan Freyberg, Christopher Kelly, Atilla P. Kiraly, Timo Kohlberger, Scott McKinney, Basil Mustafa, Vivek Natarajan, Krzysztof J. Geras, Jan Witowski, Zhi Zhen Qin, Jacob Creswell, Shravya Shetty, Marcin Sieniek, Terry Spitz, Greg S. Corrado, Pushmeet Kohli, Ali Taylan Cemgil, Alan Karthikesalingam
Topics & Concepts
DeferralComplementarity (molecular biology)Reliability (semiconductor)MedicineReliability engineeringComputer scienceIntensive care medicineEconomicsBiologyEngineeringGeneticsPower (physics)PhysicsQuantum mechanicsAccountingArtificial Intelligence in Healthcare and EducationAI in cancer detectionCOVID-19 diagnosis using AI