Discriminative ensemble meta-learning with co-regularization for rare fundus diseases diagnosis.

Gao, Mengdi; Jiang, Hongyang; Zhu, Lei; Jiang, Zhe; Geng, Mufeng; Ren, Qiushi; Lu, Yanye

Gao, Mengdi; Jiang, Hongyang; Zhu, Lei; Jiang, Zhe; Geng, Mufeng; Ren, Qiushi; Lu, Yanye.

Affiliation

Gao M; Institute of Medical Technology, Peking University Health Science Center, Peking University, Beijing 100191, China; Department of Biomedical Engineering, College of Future Technology, Peking University, Beijing 100871, China; National Biomedical Imaging Center, Peking University, Beijing 100871, Chi
Jiang H; Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen 518055, China.
Zhu L; Institute of Medical Technology, Peking University Health Science Center, Peking University, Beijing 100191, China; Department of Biomedical Engineering, College of Future Technology, Peking University, Beijing 100871, China; National Biomedical Imaging Center, Peking University, Beijing 100871, Chi
Jiang Z; Institute of Medical Technology, Peking University Health Science Center, Peking University, Beijing 100191, China; Department of Biomedical Engineering, College of Future Technology, Peking University, Beijing 100871, China; National Biomedical Imaging Center, Peking University, Beijing 100871, Chi
Geng M; Institute of Medical Technology, Peking University Health Science Center, Peking University, Beijing 100191, China; Department of Biomedical Engineering, College of Future Technology, Peking University, Beijing 100871, China; National Biomedical Imaging Center, Peking University, Beijing 100871, Chi
Ren Q; Institute of Medical Technology, Peking University Health Science Center, Peking University, Beijing 100191, China; Department of Biomedical Engineering, College of Future Technology, Peking University, Beijing 100871, China; National Biomedical Imaging Center, Peking University, Beijing 100871, Chi
Lu Y; Institute of Medical Technology, Peking University Health Science Center, Peking University, Beijing 100191, China; National Biomedical Imaging Center, Peking University, Beijing 100871, China; Institute of Biomedical Engineering, Peking University Shenzhen Graduate School, Shenzhen 518055, China. E

Med Image Anal ; 89: 102884, 2023 10.

Article de En | MEDLINE | ID: mdl-37459674

Sujet(s)
Mots clés

Deep learning; Ensemble-learning; Few-shot learning; Meta-learning; Rare conditions

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Texte intégral: 1 Collection: 01-internacional Base de données: MEDLINE Sujet principal: / Maladies rares Type d'étude: Diagnostic_studies / Prognostic_studies Limites: Humans Langue: En Journal: Med Image Anal Sujet du journal: DIAGNOSTICO POR IMAGEM Année: 2023 Type de document: Article

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