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A two-stage deep learning framework for kidney disease detection using modified specular-free imaging and EfficientNetB2.

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Title: A two-stage deep learning framework for kidney disease detection using modified specular-free imaging and EfficientNetB2.
Authors: El-Hag NA; The Higher Institute of Commercial Sciences, Al mahalla Al kubra, Algarbia, 31951, Egypt., El-Shafai W; College of Computer and Information Sciences, Prince Sultan University, Riyadh, Saudi Arabia. welshafai@psu.edu.sa.; Automated Systems and Computing Lab (ASCL), Prince Sultan University, Riyadh, 11586, Saudi Arabia. welshafai@psu.edu.sa., El-Hameed HAA; Department of Electronics and Electrical Communication Engineering, Obour High Institute for Engineering and Technology, Cairo, 3036, Egypt., Soliman NF; Department of Information Technology, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, Riyadh, 84428, Saudi Arabia., Algarni AD; Department of Information Technology, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, Riyadh, 84428, Saudi Arabia., El-Samie FEA; Department of Information Technology, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, Riyadh, 84428, Saudi Arabia.
Source: Scientific reports [Sci Rep] 2026 Feb 11; Vol. 16 (1). Date of Electronic Publication: 2026 Feb 11.
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="%22El-Hag+NA%22">El-Hag NA</searchLink>; The Higher Institute of Commercial Sciences, Al mahalla Al kubra, Algarbia, 31951, Egypt.<br /><searchLink fieldCode="AU" term="%22El-Shafai+W%22">El-Shafai W</searchLink>; College of Computer and Information Sciences, Prince Sultan University, Riyadh, Saudi Arabia. welshafai@psu.edu.sa.; Automated Systems and Computing Lab (ASCL), Prince Sultan University, Riyadh, 11586, Saudi Arabia. welshafai@psu.edu.sa.<br /><searchLink fieldCode="AU" term="%22El-Hameed+HAA%22">El-Hameed HAA</searchLink>; Department of Electronics and Electrical Communication Engineering, Obour High Institute for Engineering and Technology, Cairo, 3036, Egypt.<br /><searchLink fieldCode="AU" term="%22Soliman+NF%22">Soliman NF</searchLink>; Department of Information Technology, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, Riyadh, 84428, Saudi Arabia.<br /><searchLink fieldCode="AU" term="%22Algarni+AD%22">Algarni AD</searchLink>; Department of Information Technology, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, Riyadh, 84428, Saudi Arabia.<br /><searchLink fieldCode="AU" term="%22El-Samie+FEA%22">El-Samie FEA</searchLink>; Department of Information Technology, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, Riyadh, 84428, Saudi Arabia.
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  Data: <searchLink fieldCode="JN" term="%22101563288%22">Scientific reports</searchLink> [Sci Rep] 2026 Feb 11; Vol. 16 (1). <i>Date of Electronic Publication: </i>2026 Feb 11.
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