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Deep neural network-based robust framework for automated skin lesion segmentation and analysis.

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Title: Deep neural network-based robust framework for automated skin lesion segmentation and analysis.
Authors: Mehdar KM; Department of Anatomy, Faculty of Medicine, Najran University, Najran, Kingdom of Saudi Arabia., Soomro TA; Artificial Intelligence and Cyber Futures Institute, Charles University, Bathurst, NSW, Australia., Ali A; Biomedical & Instruments Engineering Department, College of Engineering and Energy, Abdullah Al Salem University, Khaldiya, Kuwait., Bin Ubaid F; Computer Science Department, Sukkur IBA University, Sukkur, Sindh, Pakistan., Irfan M; Electrical Engineering Department, College of Engineering, Najran University, Najran, Kingdom of Saudi Arabia., Halawani HT; Department of Computer Science, College of Computer Science and Information Systems, Najran University, Najran, Kingdom of Saudi Arabia., Mashraqi AM; Department of Computer Science, College of Computer Science and Information Systems, Najran University, Najran, Kingdom of Saudi Arabia., Mohammed Elshafie SE; Department of Anatomy, Faculty of Medicine, Najran University, Najran, Kingdom of Saudi Arabia., Asiri AA; Radiological Sciences department, College of Applied Medical Sciences, Najran University, Najran, Kingdom of Saudi Arabia., Abdelkafi Magzoub M; Department of Electrical Engineering, Sudan Technological University, National University, Khartoum, Sudan.
Source: Digital health [Digit Health] 2026 Mar 27; Vol. 12, pp. 20552076261427501. Date of Electronic Publication: 2026 Mar 27 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: SAGE Publications Ltd Country of Publication: United States NLM ID: 101690863 Publication Model: eCollection Cited Medium: Print ISSN: 2055-2076 (Print) Linking ISSN: 20552076 NLM ISO Abbreviation: Digit Health Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: Deep neural network-based robust framework for automated skin lesion segmentation and analysis.
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  Data: <searchLink fieldCode="AU" term="%22Mehdar+KM%22">Mehdar KM</searchLink>; Department of Anatomy, Faculty of Medicine, Najran University, Najran, Kingdom of Saudi Arabia.<br /><searchLink fieldCode="AU" term="%22Soomro+TA%22">Soomro TA</searchLink>; Artificial Intelligence and Cyber Futures Institute, Charles University, Bathurst, NSW, Australia.<br /><searchLink fieldCode="AU" term="%22Ali+A%22">Ali A</searchLink>; Biomedical & Instruments Engineering Department, College of Engineering and Energy, Abdullah Al Salem University, Khaldiya, Kuwait.<br /><searchLink fieldCode="AU" term="%22Bin+Ubaid+F%22">Bin Ubaid F</searchLink>; Computer Science Department, Sukkur IBA University, Sukkur, Sindh, Pakistan.<br /><searchLink fieldCode="AU" term="%22Irfan+M%22">Irfan M</searchLink>; Electrical Engineering Department, College of Engineering, Najran University, Najran, Kingdom of Saudi Arabia.<br /><searchLink fieldCode="AU" term="%22Halawani+HT%22">Halawani HT</searchLink>; Department of Computer Science, College of Computer Science and Information Systems, Najran University, Najran, Kingdom of Saudi Arabia.<br /><searchLink fieldCode="AU" term="%22Mashraqi+AM%22">Mashraqi AM</searchLink>; Department of Computer Science, College of Computer Science and Information Systems, Najran University, Najran, Kingdom of Saudi Arabia.<br /><searchLink fieldCode="AU" term="%22Mohammed+Elshafie+SE%22">Mohammed Elshafie SE</searchLink>; Department of Anatomy, Faculty of Medicine, Najran University, Najran, Kingdom of Saudi Arabia.<br /><searchLink fieldCode="AU" term="%22Asiri+AA%22">Asiri AA</searchLink>; Radiological Sciences department, College of Applied Medical Sciences, Najran University, Najran, Kingdom of Saudi Arabia.<br /><searchLink fieldCode="AU" term="%22Abdelkafi+Magzoub+M%22">Abdelkafi Magzoub M</searchLink>; Department of Electrical Engineering, Sudan Technological University, National University, Khartoum, Sudan.
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  Data: <searchLink fieldCode="JN" term="%22101690863%22">Digital health</searchLink> [Digit Health] 2026 Mar 27; Vol. 12, pp. 20552076261427501. <i>Date of Electronic Publication: </i>2026 Mar 27 (<i>Print Publication: </i>2026).
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22SAGE+Publications+Ltd%22">SAGE Publications Ltd </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101690863 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Print <i>ISSN: </i>2055-2076 (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2220552076%22">20552076 </searchLink><i>NLM ISO Abbreviation: </i>Digit Health <i>Subsets: </i>PubMed not MEDLINE
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        Value: 10.1177/20552076261427501
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        Text: English
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              Text: 2026 Mar 27
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