Transfer Learning Fusion Approaches for Colorectal Cancer Histopathological Image Analysis

It is well-known that accurate classification of histopathological images is essential for effective diagnosis of colorectal cancer. Our study presents three attention-based decision fusion models that combine pre-trained CNNs (Inception V3, Xception, and MobileNet) with a spatial attention mechanis...

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Bibliographic Details
Main Authors: Houda Saif ALGhafri, Chia S. Lim
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Journal of Imaging
Subjects:
Online Access:https://www.mdpi.com/2313-433X/11/7/210
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