Diagnosis Assistance in Colposcopy by Segmenting Acetowhite Epithelium Using U-Net with Images before and after Acetic Acid Solution Application

Diagnosis Assistance in Colposcopy by Segmenting Acetowhite Epithelium Using U-Net with Images before and after Acetic Acid Solution Application

Colposcopy is an essential examination tool to identify cervical intraepithelial neoplasia (CIN), a precancerous lesion of the uterine cervix, and to sample its tissues for histological examination. In colposcopy, gynecologists visually identify the lesion highlighted by applying an acetic acid solu...

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Bibliographic Details
Main Authors: Toshihiro Shinohara, Kosuke Murakami, Noriomi Matsumura
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Diagnostics
Subjects:
colposcopy
acetowhite epithelium
diagnosis assistance
segmentation
deep learning
Online Access:https://www.mdpi.com/2075-4418/13/9/1596

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