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LungDxFormer: a transformer-CNN hybrid model with dynamic spatial attention for accurate lung cancer detection and classification.

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Title: LungDxFormer: a transformer-CNN hybrid model with dynamic spatial attention for accurate lung cancer detection and classification.
Authors: Rao KS; Department of CSE (AI&ML), G. Pulla Reddy Engineering College, Kurnool, Andhra Pradesh, India. srinu532@gmail.com., H K; Department of Information Science and Engineering, Siddaganga Institute of Technology, Tumkur, Karnataka, India., Juluru TK; Department of ECE, Kakatiya Institute of Technology and Science, Warangal, 506017, India., Kumar NVSP; Department of CSE, KL University, Guntur, Andhra Pradesh, India., Satyamurty CVS; Department of Information Technology, CVR College of Engineering, Hyderabad, Telangana, India., Madhusudhan MV; Department of Computer Science Engineering, Presidency University, Bengaluru, Karnataka, India.
Source: Scientific reports [Sci Rep] 2026 Apr 25; Vol. 16 (1). Date of Electronic Publication: 2026 Apr 25.
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="%22Rao+KS%22">Rao KS</searchLink>; Department of CSE (AI&ML), G. Pulla Reddy Engineering College, Kurnool, Andhra Pradesh, India. srinu532@gmail.com.<br /><searchLink fieldCode="AU" term="%22H+K%22">H K</searchLink>; Department of Information Science and Engineering, Siddaganga Institute of Technology, Tumkur, Karnataka, India.<br /><searchLink fieldCode="AU" term="%22Juluru+TK%22">Juluru TK</searchLink>; Department of ECE, Kakatiya Institute of Technology and Science, Warangal, 506017, India.<br /><searchLink fieldCode="AU" term="%22Kumar+NVSP%22">Kumar NVSP</searchLink>; Department of CSE, KL University, Guntur, Andhra Pradesh, India.<br /><searchLink fieldCode="AU" term="%22Satyamurty+CVS%22">Satyamurty CVS</searchLink>; Department of Information Technology, CVR College of Engineering, Hyderabad, Telangana, India.<br /><searchLink fieldCode="AU" term="%22Madhusudhan+MV%22">Madhusudhan MV</searchLink>; Department of Computer Science Engineering, Presidency University, Bengaluru, Karnataka, India.
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  Data: <searchLink fieldCode="JN" term="%22101563288%22">Scientific reports</searchLink> [Sci Rep] 2026 Apr 25; Vol. 16 (1). <i>Date of Electronic Publication: </i>2026 Apr 25.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Nature+Publishing+Group%22">Nature Publishing Group </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101563288 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2045-2322 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2220452322%22">20452322 </searchLink><i>NLM ISO Abbreviation: </i>Sci Rep <i>Subsets: </i>MEDLINE
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        Value: 10.1038/s41598-026-50449-7
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        Text: English
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              Text: 2026 Apr 25
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