A Semi-Supervised Learning Framework for Classifying Colorectal Neoplasia Based on the NICE Classification.

Labelling medical images is an arduous and costly task that necessitates clinical expertise and large numbers of qualified images. Insufficient samples can lead to underfitting during training and poor performance of supervised learning models. In this study, we aim to develop a SimCLR-based semi-su...

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Bibliographic Details
Published in:Journal of Digital Imaging Vol. 37; no. 5; pp. 2342 - 2354
Main Authors: Wang, Yu, Ni, Haoxiang, Zhou, Jielu, Liu, Lihe, Lin, Jiaxi, Yin, Minyue, Gao, Jingwen, Zhu, Shiqi, Yin, Qi, Zhu, Jinzhou, Li, Rui
Format: pictorial research tables/charts Journal Article
Published: Springer Nature Oct2024
Online Access:View this record in EBSCOhost