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Open Access
Peer-reviewed
Research Article
Hybrid-RViT: Hybridizing ResNet-50 and Vision Transformer for Enhanced Alzheimer’s disease detection
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Hongjie Yan ,
Contributed equally to this work with: Hongjie Yan, Vivens Mubonanyikuzo
Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Validation, Visualization, Writing – original draft, Writing – review & editing
Affiliation Department of Neurology, Affiliated Lianyungang Hospital of Xuzhou Medical University, Lianyungang, China
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Vivens Mubonanyikuzo ,
Contributed equally to this work with: Hongjie Yan, Vivens Mubonanyikuzo
Roles Conceptualization, Data curation, Formal analysis, Methodology, Software, Validation, Writing – original draft, Writing – review & editing
Affiliation College of Health Science and Engineering, University of Shanghai for Science and Technology, Shanghai, China
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Temitope Emmanuel Komolafe ,
Roles Conceptualization, Formal analysis, Investigation, Methodology, Project administration, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing
* E-mail: teakomo@mail.ustc.edu.cn (TEK); wangnizhuan1120@gmail.com (NW)
Affiliation Collaborative Research Center, Shanghai University of Medicine & Health Sciences, Shanghai, China
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Liang Zhou,
Roles Data curation, Investigation, Project administration, Resources, Supervision, Writing – original draft, Writing – review & editing
Affiliation Department of Radiology, Jiading District Central Hospital Affiliated to Shanghai University of Medicine & Health Sciences, Shanghai, China
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Tao Wu,
Roles Investigation, Project administration, Resources, Supervision, Writing – original draft, Writing – review & editing
Affiliations College of Health Science and Engineering, University of Shanghai for Science and Technology, Shanghai, China, Collaborative Research Center, Shanghai University of Medicine & Health Sciences, Shanghai, China
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Nizhuan Wang
Roles Formal analysis, Methodology, Project administration, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing
* E-mail: teakomo@mail.ustc.edu.cn (TEK); wangnizhuan1120@gmail.com (NW)
Affiliation Department of Chinese and Bilingual Studies, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong SAR, China
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Hybrid-RViT: Hybridizing ResNet-50 and Vision Transformer for Enhanced Alzheimer’s disease detection
- Hongjie Yan,
- Vivens Mubonanyikuzo,
- Temitope Emmanuel Komolafe,
- Liang Zhou,
- Tao Wu,
- Nizhuan Wang
- Published: February 14, 2025
- https://doi.org/10.1371/journal.pone.0318998