4 papers
Interpretable Multiple-Instance Learning of Glomerular Pathomics and Subtype Ratios for eGFR Classification
Tianyu Shi, Yuechen Yang, Leiyue Zhao +7
Chronic kidney disease is characterized by structural alterations in renal tissue and progressive loss of kidney function. While glomerular subtype ratios provide a compact and cli…
StainBridge: Stain-Aware Pairwise Registration of Serial Renal Biopsy Whole-Slide Images Across Structural and Immunohistochemical Stains
Ellen Wei, Bohang Jiang, Yanfan Zhu +8
Three-dimensional (3D) reconstruction of histopathology tissue requires accurate pairwise registration of serial whole-slide images (WSIs). Cross-stain benchmarks have advanced reg…
Detecting Early Kidney Allograft Fibrosis with Multi-b-value Spectral Diffusion MRI
Mira M. Liu, Jonathan Dyke, Thomas Gladytz +13
Kidney allograft fibrosis is a marker of chronic kidney disease (CKD) and predicts functional decline, and eventual allograft failure. This study evaluates if spectral diffusion MR…
Estimation of Multi-Component Flow in the Kidney with Multi-b-value Spectral Diffusion
Mira M. Liu, Thomas Gladytz, Jonathan Dyke +12
Purpose: Examine the theory and potential clinical application of estimated intravoxel flow of separated perfusion, tubular flow, and diffusion from multi-b-value DWI in kidney all…