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Cervical cancer detection in pap smear whole slide images using convNet with transfer learning and progressive resizing

Cervical intraepithelial neoplasia (CIN) and cervical cancer are major health problems faced by women worldwide. The conventional Papanicolaou (Pap) smear analysis is an effective method to diagnose cervical pre-malignant and malignant conditions by analyzing swab images. Various computer vision tec...

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Bibliografiske detaljer
Udgivet i:PeerJ Comput Sci
Main Authors: Bhatt, Anant R., Ganatra, Amit, Kotecha, Ketan
Format: Artigo
Sprog:Inglês
Udgivet: PeerJ Inc. 2021
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7959623/
https://ncbi.nlm.nih.gov/pubmed/33816998
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.7717/peerj-cs.348
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