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 <i>p</i>-value, the goal of validating predictive models is obtaining estimat...

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Bibliographic Details
Main Authors: Daniel M. Goldenholz, Haoqi Sun, Wolfgang Ganglberger, M. Brandon Westover
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Biomedicines
Subjects:
Online Access:https://www.mdpi.com/2227-9059/11/3/685