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Deep learning innovations in diagnosing diabetic retinopathy: The potential of transfer learning and the DiaCNN model.

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Title: Deep learning innovations in diagnosing diabetic retinopathy: The potential of transfer learning and the DiaCNN model.
Authors: Shoaib MR; School of Computer Science and Engineering, Nanyang Technological University, Singapore, 639798, Singapore., Emara HM; Department of Electronics and Electrical Communications Engineering, Ministry of Higher Education Pyramids Higher Institute (PHI) for Engineering and Technology, 6th of October, 12566, Egypt., Zhao J; School of Computer Science and Engineering, Nanyang Technological University, Singapore, 639798, Singapore. Electronic address: junzhao@ntu.edu.sg., El-Shafai W; Security Engineering Lab, Computer Science Department, Prince Sultan University, Riyadh, 11586, Saudi Arabia; Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, 32952, Egypt., Soliman NF; Department of Information Technology, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, Riyadh, 11671, Saudi Arabia., Mubarak AS; Electrical Engineering Department, Aswan Faculty of Engineering, Aswan University, Aswan, 81542, Egypt., Omer OA; Electrical Engineering Department, Aswan Faculty of Engineering, Aswan University, Aswan, 81542, Egypt., El-Samie FEA; Department of Information Technology, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, Riyadh, 11671, Saudi Arabia., Esmaiel H; Electrical Engineering Department, Aswan Faculty of Engineering, Aswan University, Aswan, 81542, Egypt.
Source: Computers in biology and medicine [Comput Biol Med] 2024 Feb; Vol. 169, pp. 107834. Date of Electronic Publication: 2023 Dec 11.
Publication Type: Journal Article; Research Support, Non-U.S. Gov't
Journal Info: Publisher: Elsevier Country of Publication: United States NLM ID: 1250250 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-0534 (Electronic) Linking ISSN: 00104825 NLM ISO Abbreviation: Comput Biol Med Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Shoaib+MR%22">Shoaib MR</searchLink>; School of Computer Science and Engineering, Nanyang Technological University, Singapore, 639798, Singapore.<br /><searchLink fieldCode="AU" term="%22Emara+HM%22">Emara HM</searchLink>; Department of Electronics and Electrical Communications Engineering, Ministry of Higher Education Pyramids Higher Institute (PHI) for Engineering and Technology, 6th of October, 12566, Egypt.<br /><searchLink fieldCode="AU" term="%22Zhao+J%22">Zhao J</searchLink>; School of Computer Science and Engineering, Nanyang Technological University, Singapore, 639798, Singapore. Electronic address: junzhao@ntu.edu.sg.<br /><searchLink fieldCode="AU" term="%22El-Shafai+W%22">El-Shafai W</searchLink>; Security Engineering Lab, Computer Science Department, Prince Sultan University, Riyadh, 11586, Saudi Arabia; Department of Electronics and Electrical Communications Engineering, Faculty of Electronic Engineering, Menoufia University, Menouf, 32952, 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, 11671, Saudi Arabia.<br /><searchLink fieldCode="AU" term="%22Mubarak+AS%22">Mubarak AS</searchLink>; Electrical Engineering Department, Aswan Faculty of Engineering, Aswan University, Aswan, 81542, Egypt.<br /><searchLink fieldCode="AU" term="%22Omer+OA%22">Omer OA</searchLink>; Electrical Engineering Department, Aswan Faculty of Engineering, Aswan University, Aswan, 81542, Egypt.<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, 11671, Saudi Arabia.<br /><searchLink fieldCode="AU" term="%22Esmaiel+H%22">Esmaiel H</searchLink>; Electrical Engineering Department, Aswan Faculty of Engineering, Aswan University, Aswan, 81542, Egypt.
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  Data: <searchLink fieldCode="JN" term="%221250250%22">Computers in biology and medicine</searchLink> [Comput Biol Med] 2024 Feb; Vol. 169, pp. 107834. <i>Date of Electronic Publication: </i>2023 Dec 11.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Elsevier%22">Elsevier </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>1250250 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1879-0534 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2200104825%22">00104825 </searchLink><i>NLM ISO Abbreviation: </i>Comput Biol Med <i>Subsets: </i>MEDLINE
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