DeepCIN: Attention-Based Cervical histology Image Classification with Sequential Feature Modeling for Pathologist-Level Accuracy

BACKGROUND: Cervical cancer is one of the deadliest cancers affecting women globally. Cervical intraepithelial neoplasia (CIN) assessment using histopathological examination of cervical biopsy slides is subject to interobserver variability. Automated processing of digitized histopathology slides has...

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Bibliographic Details
Published in:J Pathol Inform
Main Authors: Sornapudi, Sudhir, Stanley, R. Joe, Stoecker, William V., Long, Rodney, Xue, Zhiyun, Zuna, Rosemary, Frazier, Shellaine R., Antani, Sameer
Format: Artigo
Language:Inglês
Published: Wolters Kluwer - Medknow 2020
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Original Article
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC8020842/
https://ncbi.nlm.nih.gov/pubmed/33828898
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.4103/jpi.jpi_50_20
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