Deep learning-based identification of esophageal cancer subtypes through analysis of high-resolution histopathology images

Deep learning-based identification of esophageal cancer subtypes through analysis of high-resolution histopathology images

Esophageal cancer (EC) remains a significant health challenge globally, with increasing incidence and high mortality rates. Despite advances in treatment, there remains a need for improved diagnostic methods and understanding of disease progression. This study addresses the significant challenges in...

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Bibliographic Details
Main Authors: Syed Wajid Aalam, Abdul Basit Ahanger, Tariq A. Masoodi, Ajaz A. Bhat, Ammira S. Al-Shabeeb Akil, Meraj Alam Khan, Assif Assad, Muzafar A. Macha, Muzafar Rasool Bhat
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-03-01
Series:Frontiers in Molecular Biosciences
Subjects:
histopathology
deep learning
machine learning
transfer learning
image processing
whole slide image
Online Access:https://www.frontiersin.org/articles/10.3389/fmolb.2024.1346242/full

Internet

https://www.frontiersin.org/articles/10.3389/fmolb.2024.1346242/full

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