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

Journal: Journal of cancer research and clinical oncology
Published Date: Jul 9, 2025

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.

Authors

  • Bukka Sathyanarayana
    Department of Computer Science and Engineering, Koneru Lakshmaiah Education Foundation, Hyderabad, Telangana, 500075, India. bukkasatyanarayana.phd@gmail.com.
  • Sreedevi Alampally
    Department of Computer Science and Engineering, Koneru Lakshmaiah Education Foundation, Hyderabad, Telangana, 500075, India.
  • Ramakrishna Akella
    Department of Electronics and Communication Engineering, Koneru Lakshmaiah Education Foundation, Hyderabad, India.
  • Veera Venkata Raghunath Indugu
    Mutual of Omaha, 3300 Mutual of Omaha Plaza, Omaha, NE, 68175, USA.

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