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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...
Autores principales: | 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. |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Medical Association
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6484626/ https://www.ncbi.nlm.nih.gov/pubmed/30848813 http://dx.doi.org/10.1001/jamanetworkopen.2019.0442 |
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