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From radiomics to transformers in pancreatic cancer detection and prognosis.

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Title: From radiomics to transformers in pancreatic cancer detection and prognosis.
Authors: Almufareh MF; Department of Information Systems, College of Computer and Information Sciences, Jouf University, Sakaka, Saudi Arabia., Tehsin S; Centre of Excellence in Artificial Intelligence, Bahria University, Islamabad, Pakistan., Humayun M; School of Computing, Engineering and the Built Environment, University of Roehampton, London, United Kingdom., Kausar S; Centre of Excellence in Artificial Intelligence, Bahria University, Islamabad, Pakistan., Farooq A; Centre of Excellence in Artificial Intelligence, Bahria University, Islamabad, Pakistan., Aldossary H; Computer Science Department, College of Science and Humanities, Imam Abdul Rahman Bin Faisal University, Jubail, Saudi Arabia., Aljohani A; Department of Computer Science and Information, Applied College, Taibah University, Madinah, Saudi Arabia.
Source: Frontiers in medicine [Front Med (Lausanne)] 2026 Jan 09; Vol. 12, pp. 1731922. Date of Electronic Publication: 2026 Jan 09 (Print Publication: 2025).
Publication Type: Journal Article; Systematic Review
Journal Info: Publisher: Frontiers Media S.A Country of Publication: Switzerland NLM ID: 101648047 Publication Model: eCollection Cited Medium: Print ISSN: 2296-858X (Print) Linking ISSN: 2296858X NLM ISO Abbreviation: Front Med (Lausanne) Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: From radiomics to transformers in pancreatic cancer detection and prognosis.
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  Data: <searchLink fieldCode="AU" term="%22Almufareh+MF%22">Almufareh MF</searchLink>; Department of Information Systems, College of Computer and Information Sciences, Jouf University, Sakaka, Saudi Arabia.<br /><searchLink fieldCode="AU" term="%22Tehsin+S%22">Tehsin S</searchLink>; Centre of Excellence in Artificial Intelligence, Bahria University, Islamabad, Pakistan.<br /><searchLink fieldCode="AU" term="%22Humayun+M%22">Humayun M</searchLink>; School of Computing, Engineering and the Built Environment, University of Roehampton, London, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Kausar+S%22">Kausar S</searchLink>; Centre of Excellence in Artificial Intelligence, Bahria University, Islamabad, Pakistan.<br /><searchLink fieldCode="AU" term="%22Farooq+A%22">Farooq A</searchLink>; Centre of Excellence in Artificial Intelligence, Bahria University, Islamabad, Pakistan.<br /><searchLink fieldCode="AU" term="%22Aldossary+H%22">Aldossary H</searchLink>; Computer Science Department, College of Science and Humanities, Imam Abdul Rahman Bin Faisal University, Jubail, Saudi Arabia.<br /><searchLink fieldCode="AU" term="%22Aljohani+A%22">Aljohani A</searchLink>; Department of Computer Science and Information, Applied College, Taibah University, Madinah, Saudi Arabia.
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  Data: <searchLink fieldCode="JN" term="%22101648047%22">Frontiers in medicine</searchLink> [Front Med (Lausanne)] 2026 Jan 09; Vol. 12, pp. 1731922. <i>Date of Electronic Publication: </i>2026 Jan 09 (<i>Print Publication: </i>2025).
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        Value: 10.3389/fmed.2025.1731922
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