Sample Size Analysis for Machine Learning Clinical Validation Studies

Background: Before integrating new machine learning (ML) into clinical practice, algorithms must undergo validation. Validation studies require sample size estimates. Unlike hypothesis testing studies seeking a p-value, the goal of validating predictive models is obtaining estimates of model perform...

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Detalles Bibliográficos
Autores principales: Goldenholz, Daniel M., Sun, Haoqi, Ganglberger, Wolfgang, Westover, M. Brandon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10045793/
https://www.ncbi.nlm.nih.gov/pubmed/36979665
http://dx.doi.org/10.3390/biomedicines11030685

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10045793/
https://www.ncbi.nlm.nih.gov/pubmed/36979665
http://dx.doi.org/10.3390/biomedicines11030685

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