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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Detalles Bibliográficos
Publicado en:Journal of Digital Imaging Vol. 37; no. 5; pp. 2342 - 2354
Autores principales: Wang, Yu, Ni, Haoxiang, Zhou, Jielu, Liu, Lihe, Lin, Jiaxi, Yin, Minyue, Gao, Jingwen, Zhu, Shiqi, Yin, Qi, Zhu, Jinzhou, Li, Rui
Formato: pictorial research tables/charts Journal Article
Publicado: Springer Nature Oct2024
Acceso en línea:Ver este registro en EBSCOhost