Automated Screening of Precancerous Cervical Cells Through Contrastive Self-Supervised Learning

Automated Screening of Precancerous Cervical Cells Through Contrastive Self-Supervised Learning

Cervical cancer is a significant health challenge, yet it can be effectively prevented through early detection. Cytology-based screening is critical for identifying cancerous and precancerous lesions; however, the process is labor-intensive and reliant on trained experts to scan through hundreds of...

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Bibliographic Details
Main Authors: Jaewoo Chun, Ando Yu, Seokhwan Ko, Gunoh Chong, Jiyoung Park, Hyungsoo Han, Nora Jeeyoung Park, Junghwan Cho
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Life
Subjects:
cervical cancer
cytology-based screening
distribution-augmented contrastive learning
self-supervised learning
precancerous cells
Online Access:https://www.mdpi.com/2075-1729/14/12/1565
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