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Maximizing pancreatic carcinoma classification performance using parrot optimized vision transformer.

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Title: Maximizing pancreatic carcinoma classification performance using parrot optimized vision transformer.
Authors: Mallika C; Department of Master of Computer Applications, E.G.S. Pillay Engineering College, Nagapattinam, Tamil Nadu, 611002, India. cmallikachinna@gmail.com., Dinesh E; Department of Electronics and Communication Engineering, M. Kumarasamy College of Engineering, Karur, Tamil Nadu, 639113, India., Alsolai H; Department of Information Systems, College of Computer and Information Sciences, Princess Nourah Bint Abdulrahman University, P.O. Box 84428, 11671, Riyadh, Saudi Arabia., Arasi MA; Department of Computer Science, Applied College at Rijal Almaa, King Khalid University, Abha, Saudi Arabia.
Source: Scientific reports [Sci Rep] 2026 May 21; Vol. 16 (1). Date of Electronic Publication: 2026 May 21.
Publication Type: Journal Article
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Mallika+C%22">Mallika C</searchLink>; Department of Master of Computer Applications, E.G.S. Pillay Engineering College, Nagapattinam, Tamil Nadu, 611002, India. cmallikachinna@gmail.com.<br /><searchLink fieldCode="AU" term="%22Dinesh+E%22">Dinesh E</searchLink>; Department of Electronics and Communication Engineering, M. Kumarasamy College of Engineering, Karur, Tamil Nadu, 639113, India.<br /><searchLink fieldCode="AU" term="%22Alsolai+H%22">Alsolai H</searchLink>; Department of Information Systems, College of Computer and Information Sciences, Princess Nourah Bint Abdulrahman University, P.O. Box 84428, 11671, Riyadh, Saudi Arabia.<br /><searchLink fieldCode="AU" term="%22Arasi+MA%22">Arasi MA</searchLink>; Department of Computer Science, Applied College at Rijal Almaa, King Khalid University, Abha, Saudi Arabia.
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  Data: <searchLink fieldCode="JN" term="%22101563288%22">Scientific reports</searchLink> [Sci Rep] 2026 May 21; Vol. 16 (1). <i>Date of Electronic Publication: </i>2026 May 21.
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        Value: 10.1038/s41598-026-53240-w
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      – TitleFull: Maximizing pancreatic carcinoma classification performance using parrot optimized vision transformer.
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              Text: 2026 May 21
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              Y: 2026
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