Carotid plaque segmentation and classification using MRI-based plaque texture analysis and convolutional neural network.

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Title: Carotid plaque segmentation and classification using MRI-based plaque texture analysis and convolutional neural network.
Authors: Ahmed Abu Alregal ZH; School of Computer Science and Technology, Central South University, Changsha, China., Amran GA; Department of Management Science and Engineering, Dalian University of Technology, Dalian, China., Al-Bakhrani AA; College of Software Engineering, Dalian University of Technology, Dalian, China., Abdul Amir Mohammad S; Department of Management Science and Engineering, Dalian University of Technology, Dalian, China., Alabrah A; STC's Artificial Intelligence Chair, Department of Information Systems, College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia., Alkhalil L; STC's Artificial Intelligence Chair, Department of Information Systems, College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia., Ibrahim A; School of Automation, Central South University, Changsha, China., Ghaffar M; Department of Computer Engineering, Khwaja Fareed University of Engineering and Information Technology, Rahim Yar Khan, Pakistan.; Department of Radiology, The Affiliated Changsha Central Hospital, Hengyang Medical School, University of South China, Changsha, China.
Source: Frontiers in medicine [Front Med (Lausanne)] 2025 Jun 20; Vol. 12, pp. 1502830. Date of Electronic Publication: 2025 Jun 20 (Print Publication: 2025).
Publication Type: Journal Article
Journal Info: Publisher: Frontiers Media S.A Country of Publication: Switzerland NLM ID: 101648047 Publication Model: eCollection Cited Medium: Print ISSN: 2296-858X (Print) Linking ISSN: 2296858X NLM ISO Abbreviation: Front Med (Lausanne) Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: Carotid plaque segmentation and classification using MRI-based plaque texture analysis and convolutional neural network.
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  Data: <searchLink fieldCode="AU" term="%22Ahmed+Abu+Alregal+ZH%22">Ahmed Abu Alregal ZH</searchLink>; School of Computer Science and Technology, Central South University, Changsha, China.<br /><searchLink fieldCode="AU" term="%22Amran+GA%22">Amran GA</searchLink>; Department of Management Science and Engineering, Dalian University of Technology, Dalian, China.<br /><searchLink fieldCode="AU" term="%22Al-Bakhrani+AA%22">Al-Bakhrani AA</searchLink>; College of Software Engineering, Dalian University of Technology, Dalian, China.<br /><searchLink fieldCode="AU" term="%22Abdul+Amir+Mohammad+S%22">Abdul Amir Mohammad S</searchLink>; Department of Management Science and Engineering, Dalian University of Technology, Dalian, China.<br /><searchLink fieldCode="AU" term="%22Alabrah+A%22">Alabrah A</searchLink>; STC's Artificial Intelligence Chair, Department of Information Systems, College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia.<br /><searchLink fieldCode="AU" term="%22Alkhalil+L%22">Alkhalil L</searchLink>; STC's Artificial Intelligence Chair, Department of Information Systems, College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia.<br /><searchLink fieldCode="AU" term="%22Ibrahim+A%22">Ibrahim A</searchLink>; School of Automation, Central South University, Changsha, China.<br /><searchLink fieldCode="AU" term="%22Ghaffar+M%22">Ghaffar M</searchLink>; Department of Computer Engineering, Khwaja Fareed University of Engineering and Information Technology, Rahim Yar Khan, Pakistan.; Department of Radiology, The Affiliated Changsha Central Hospital, Hengyang Medical School, University of South China, Changsha, China.
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        Value: 10.3389/fmed.2025.1502830
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      – TitleFull: Carotid plaque segmentation and classification using MRI-based plaque texture analysis and convolutional neural network.
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              Text: 2025 Jun 20
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