Advances in colorectal cancer diagnosis using optimal deep feature fusion approach on biomedical images

Advances in colorectal cancer diagnosis using optimal deep feature fusion approach on biomedical images

Abstract Colorectal cancer (CRC) is the second popular cancer in females and third in males, with an increased number of cases. Pathology diagnoses complemented with predictive and prognostic biomarker information is the first step for personalized treatment. Histopathological image (HI) analysis is...

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Bibliographic Details
Main Authors: Sultan Refa Alotaibi, Manal Abdullah Alohali, Mashael Maashi, Hamed Alqahtani, Moneerah Alotaibi, Ahmed Mahmud
Format: Article
Language:English
Published: Nature Portfolio 2025-02-01
Series:Scientific Reports
Subjects:
Colorectal Cancer
Biomedical images
Osprey optimization Algorithm
Feature Fusion
Computer-aided diagnosis
Online Access:https://doi.org/10.1038/s41598-024-83466-5
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