Immunohistochemical Stain-Aided Annotation Accelerates Machine Learning and Deep Learning Model Development in the Pathologic Diagnosis of Nasopharyngeal Carcinoma

Immunohistochemical Stain-Aided Annotation Accelerates Machine Learning and Deep Learning Model Development in the Pathologic Diagnosis of Nasopharyngeal Carcinoma

Nasopharyngeal carcinoma (NPC) is an epithelial cancer originating in the nasopharynx epithelium. Nevertheless, annotating pathology slides remains a bottleneck in the development of AI-driven pathology models and applications. In the present study, we aim to demonstrate the feasibility of using imm...

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Bibliographic Details
Main Authors: Tai-Pei Lin, Chiou-Ying Yang, Ko-Jiunn Liu, Meng-Yuan Huang, Yen-Lin Chen
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Diagnostics
Subjects:
immunohistochemistry
nasopharyngeal carcinoma
diagnose
machine learning
Online Access:https://www.mdpi.com/2075-4418/13/24/3685

Internet

https://www.mdpi.com/2075-4418/13/24/3685

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