Optimal Training Positive Sample Size Determination for Deep Learning with a Validation on CBCT Image Caries Recognition

<b>Objectives</b>: During deep learning model training, it is essential to consider the balance among the effects of sample size, actual resources, and time constraints. Single-arm objective performance criteria (OPC) was proposed to determine the optimal positive sample size for trainin...

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Bibliographic Details

Published in:	Diagnostics
Main Authors:	Yanlin Wang, Gang Li, Xinyue Zhang, Yue Wang, Zhenhao Zhang, Jupeng Li, Junqi Ma, Linghang Wang
Format:	Article
Language:	English
Published:	MDPI AG 2024-09-01
Subjects:	deep learning training set oral radiology CBCT dental caries
Online Access:	https://www.mdpi.com/2075-4418/14/18/2080