Automated identification of glomeruli and synchronised review of special stains in renal biopsies by machine learning and slide registration: a cross-institutional study.

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作者： David C,Wilbur ^[1] ; Maxwell L,Smith ^[2] ; Lynn D,Cornell ^[3] ; Alexander,Andryushkin ^[1] ; Jason R,Pettus ^[4]

作者单位： Corista LLC, Concord, MA, USA. ^[1] Department of Laboratory Medicine and Pathology, Mayo Clinic - Scottsdale, Phoenix, AZ, USA. ^[2] Department of Laboratory Medicine and Pathology, Mayo Clinic - Rochester, Rochester, MN, USA. ^[3] Department of Pathology and Laboratory Medicine, Dartmouth-Hitchcock Medical Center, Lebanon, MH, USA. ^[4]

关键词 glomerulus image registration machine learning renal pathology whole slide imaging

主题词活组织检查(Biopsy);着色剂(Coloring Agents);人类(Humans);图像处理, 计算机辅助(Image Processing, Computer-Assisted);肾小球(Kidney Glomerulus);病理学, 临床(Pathology, Clinical);染色与标记(Staining and Labeling)

DOI 10.1111/his.14376

PMID 33813779

发布时间 2022-01-28

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