Comparison of Artificial Intelligence Techniques to Evaluate Performance of a Classifier for Automatic Grading of Prostate Cancer From Digitized Histopathologic Images

Nir, Guy; Karimi, Davood; Larry Goldenberg, S.; Fazli, Ladan; Skinnider, Brian; Tavassoli, Peyman; Turbin, Dmitry; F. Villamil, Carlos; Wang, Gang; J. S. Thompson, Darby; C. Black, Peter; E. Salcudean, Septimiu

doi:10.1001/jamanetworkopen.2019.0442

Public

Comparison of Artificial Intelligence Techniques to Evaluate Performance of a Classifier for Automatic Grading of Prostate Cancer From Digitized Histopathologic Images

Published in JAMA Network Open • Mar 8, 2019

Authors:

Guy Nir

Davood Karimi

S. Larry Goldenberg

Abstract

Importance: Proper evaluation of the performance of artificial intelligence techniques in the analysis of digitized medical images is paramount for the adoption of such techniques by the medical community and regulatory agencies. Objectives: To compare several cross-validation (CV) approaches to eva...

Subject

McNemar's test

Artificial intelligence

Prostatectomy

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