ColoViT: a synergistic integration of EfficientNet and vision transformers for advanced colon cancer detection

Abstract Background Colon cancer remains a leading cause of cancer-related mortality globally, highlighting the urgent need for advanced diagnostic methods to improve early detection and patient outcomes. Methods This study introduces ColoViT, a hybrid diagnostic framework that synergistically integ...

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Bibliographic Details
Main Authors: Bukka Sathyanarayana, Sreedevi Alampally, Ramakrishna Akella, Veera Venkata Raghunath Indugu
Format: Article
Language:English
Published: Springer 2025-07-01
Series:Journal of Cancer Research and Clinical Oncology
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Online Access:https://doi.org/10.1007/s00432-025-06199-6
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