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A real-world evaluation of the diagnostic accuracy of radiologists using positive predictive values verified from deep learning and natural language processing chest algorithms deployed retrospectively.

Autor: Bhatia BS; Directorate of Diagnostic Radiology, Sandwell & West Birmingham NHS Trust, Lyndon, West Bromwich B71 4HJ, United Kingdom.; Space Research Centre, Physics & Astronomy, University of Leicester, 92 Corporation Road, Leicester LE4 5SP, United Kingdom., Morlese JF; Directorate of Diagnostic Radiology, Sandwell & West Birmingham NHS Trust, Lyndon, West Bromwich B71 4HJ, United Kingdom., Yusuf S; Directorate of Diagnostic Radiology, Sandwell & West Birmingham NHS Trust, Lyndon, West Bromwich B71 4HJ, United Kingdom., Xie Y; Merge, Merative (Formerly, IBM Watson Health Imaging), Ann Arbor, Michigan, MI 48108, United States., Schallhorn B; Merge, Merative (Formerly, IBM Watson Health Imaging), Ann Arbor, Michigan, MI 48108, United States., Gruen D; Jefferson Radiology and Radiology Partners, 111 Founders Plaza, East Hartford, Connecticut CT 06108, United States.

Publikováno v: BJR open [BJR Open] 2023 Dec 12; Vol. 6 (1), pp. tzad009. Date of Electronic Publication: 2023 Dec 12 (Print Publication: 2024).