A quality assessment tool for artificial intelligence-centered diagnostic test accuracy studies: QUADAS-AI
Viknesh Sounderajah, Hutan Ashrafian, Sherri Rose, Nigam H. Shah, Marzyeh Ghassemi, Robert Golub, Charles E. Kahn, Andre Esteva, Alan Karthikesalingam, Bilal A. Mateen, Dale R. Webster, Dan Miléa, Daniel Shu Wei Ting, Darren Treanor, Dominic Cushnan, Dominic King, Duncan McPherson, Ben Glocker, Felix Greaves, Leanne Harling, Johan Ordish, Jérémie F. Cohen, Jonathan J Deeks, Mariska Leeflang, Matthew C. Diamond, Matthew D. F. McInnes, Melissa D. McCradden, Michael D. Abràmoff, Pasha Normahani, Sheraz R. Markar, Stephanie Chang, Xiaoxuan Liu, Susan Mallett, Shravya Shetty, Alastair K. Denniston, Gary S. Collins, David Moher, Penny Whiting, Patrick M. Bossuyt, Ara Darzi
Topics & Concepts
Test (biology)Diagnostic accuracyDiagnostic testArtificial intelligenceComputer scienceQuality (philosophy)Quality assessmentMedical physicsMachine learningExternal quality assessmentMedicinePathologyBiologyInternal medicinePediatricsEpistemologyPaleontologyPhilosophyArtificial Intelligence in Healthcare and EducationMedical Imaging and AnalysisAI in cancer detection