Explainable colon cancer stage prediction with multimodal biodata through the attention-based transformer and squeeze-excitation framework

Ogundipe, O., Zhai, B. orcid.org/0000-0003-1635-1406, Kurt, Z. orcid.org/0000-0003-3186-8091 et al. (1 more author) (2025) Explainable colon cancer stage prediction with multimodal biodata through the attention-based transformer and squeeze-excitation framework. Current Bioinformatics. ISSN 1574-8936

Abstract

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Item Type: Article
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© 2025 Except as otherwise noted, this author-accepted version of a journal article published in Current Bioinformatics is made available via the University of Sheffield Research Publications and Copyright Policy under the terms of the Creative Commons Attribution 4.0 International License (CC-BY 4.0), which permits unrestricted use, distribution and reproduction in any medium, provided the original work is properly cited. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/

Keywords: Multimodal; Explainable; genomics; H&E Images; Attention model; features-relevance
Dates:
  • Published: 12 March 2025
  • Published (online): 12 March 2025
  • Accepted: 10 July 2024
  • Submitted: 9 February 2024
Institution: The University of Sheffield
Academic Units: The University of Sheffield > Faculty of Social Sciences (Sheffield) > Information School (Sheffield)
Depositing User: Symplectic Sheffield
Date Deposited: 17 Mar 2025 16:03
Last Modified: 17 Mar 2025 16:28
Status: Published online
Publisher: Bentham Science Publishers Ltd.
Refereed: Yes
Identification Number: 10.2174/0115748936309582240907160359
Open Archives Initiative ID (OAI ID):

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