openalexFrontiers in Medicine2026-07-23
Semi-supervised learning for colposcopic image classification using generative adversarial networks
Feng Liang, Yun Feng, Ding Jh, Chuanyi Zhang, Sun Jw, Shue Wang, et al.
Introduction Traditional colposcopy screening faces several challenges, including heavy reliance on physician expertise, relatively high misdiagnosis rates, and uneven distribution of primary healthcare resources. To address these limitations, this study aimed to develop an artif…