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

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...

पूर्ण विवरण

में बचाया:
ग्रंथसूची विवरण
में प्रकाशित:JAMA Netw Open
मुख्य लेखकों: Nir, Guy, Karimi, Davood, Goldenberg, S. Larry, Fazli, Ladan, Skinnider, Brian F., Tavassoli, Peyman, Turbin, Dmitry, Villamil, Carlos F., Wang, Gang, Thompson, Darby J. S., Black, Peter C., Salcudean, Septimiu E.
स्वरूप: Artigo
भाषा:Inglês
प्रकाशित: American Medical Association 2019
विषय:
Original Investigation
ऑनलाइन पहुंच:https://ncbi.nlm.nih.gov/pmc/articles/PMC6484626/
https://ncbi.nlm.nih.gov/pubmed/30848813
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1001/jamanetworkopen.2019.0442
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