Entity-level multiple instance learning for mesoscopic histopathology images classification with Bayesian collaborative learning and pathological prior transfer.

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第一作者： Qiming,He

第一单位： Tsinghua Shenzhen International Graduate School, Shenzhen, Guangdong, China. Electronic address: he-qm23@mails.tsinghua.edu.cn.

作者： Qiming,He ^[1] ; Yingming,Xu ^[2] ; Qiang,Huang ^[3] ; Jing,Li ^[4] ; Yonghong,He ^[5] ; Zhe,Wang ^[6] ; Tian,Guan ^[7]

作者单位： Tsinghua Shenzhen International Graduate School, Shenzhen, Guangdong, China. Electronic address: he-qm23@mails.tsinghua.edu.cn. ^[1] Tsinghua Shenzhen International Graduate School, Shenzhen, Guangdong, China. Electronic address: xuyingmi23@mails.tsinghua.edu.cn. ^[2] Shenzhen Shengqiang Technology Co., Shenzhen, Guangdong, China. Electronic address: 18680337595@163.com. ^[3] Department of Pathology, State Key Laboratory of Cancer Biology, Xijing Hospital, Fourth Military Medical University, Xi'an, Shaanxi, China. Electronic address: lijingfmmu@fmmu.edu.cn. ^[4] Tsinghua Shenzhen International Graduate School, Shenzhen, Guangdong, China. Electronic address: heyh@sz.tsinghua.edu.cn. ^[5] Department of Pathology, State Key Laboratory of Cancer Biology, Xijing Hospital, Fourth Military Medical University, Xi'an, Shaanxi, China. Electronic address: zhwang@fmmu.edu.cn. ^[6] Tsinghua Shenzhen International Graduate School, Shenzhen, Guangdong, China. Electronic address: guantian@sz.tsinghua.edu.cn. ^[7]

关键词 Bayesian collaborative learning Glomerular lesion pattern Mixup Multiple instance learning Pathology

DOI 10.1016/j.compmedimag.2025.102495

PMID 39921929

发布时间 2025-02-08

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Computerized medical imaging and graphics

2025年121卷

102495页

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Entity-level multiple instance learning for mesoscopic histopathology images classification with Bayesian collaborative learning and pathological prior transfer.

Computerized medical imaging and graphics

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Computerized medical imaging and graphics

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Entity-level multiple instance learning for mesoscopic histopathology images classification with Bayesian collaborative learning and pathological prior transfer.

Computerized medical imaging and graphics

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Computerized medical imaging and graphics

相关期刊

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