Transformer-assisted convolutional feature extraction with deep representation learning models for lung and colon cancer diagnosis using histopathological images.

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Bibliographic Details
Title: Transformer-assisted convolutional feature extraction with deep representation learning models for lung and colon cancer diagnosis using histopathological images.
Authors: Jayanthi S; Department of Artificial Intelligence and Data Science, Faculty of Science and Technology (IcfaiTech), The ICFAI Foundation for Higher Education (IFHE), Hyderabad, Telangana, 501 503, India., Kaur I; Department of Computer Science and Engineering, Ajay Kumar Garg Engineering College, Ghaziabad, India., Laxmi Lydia E; Department of Computer Science and Engineering, Vignan's Institute of Engineering for Women, Visakhapatnam, Andhra Pradesh, 530046, India., Kumar KV; Department of CSE, GITAM School of Technology, GITAM University, Visakhapatnam, Andhra Pradesh, India., Joshi GP; Department of Electronic and AI System Engineering, Kangwon National University, Samcheok, Republic of Korea. joshi@kangwon.ac.kr., Cho W; Department of Electronic and AI System Engineering, Kangwon National University, Samcheok, Republic of Korea. wcho@kangwon.ac.kr.
Source: Scientific reports [Sci Rep] 2026 Jan 07; Vol. 16 (1), pp. 4026. Date of Electronic Publication: 2026 Jan 07.
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
Description
ISSN:2045-2322
DOI:10.1038/s41598-025-34160-7