A Deep Learning-Based Approach for Glomeruli Instance Segmentation from Multistained Renal Biopsy Pathologic Images

Jiang, L; Chen, WK; Dong, B; Mei, K; Zhu, C; Liu, J; Cai, MS; Yan, Y; Wang, GW; Zuo, L; Shi, HX

Shi, HX (corresponding author), Peking Univ Peoples Hosp, Electron Microscope Lab, 11 Xizhimen S St, Beijing 100044, Peoples R China.; Zhu, C (corresponding author), Beijing Univ Posts & Telecommun, Sch Informat & Commun Engn, 10 Xitucheng Rd, Beijing 100876, Peoples R China.

AMERICAN JOURNAL OF PATHOLOGY, 2021; 191 (8): 1431

Abstract

Glomeruli instance segmentation from pathologic images is a fundamental step in the automatic analysis of renal biopsies. Glomerular histologic manife......

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