Kidney Level Lupus Nephritis Classification using Uncertainty Guided Bayesian Convolutional Neural Networks

1 code implementation • 18 Nov 2020 • Pietro A. Cicalese, Aryan Mobiny, Zahed Shahmoradi, Xiongfeng Yi, Chandra Mohan, Hien Van Nguyen

The kidney biopsy based diagnosis of Lupus Nephritis (LN) is characterized by low inter-observer agreement, with misdiagnosis being associated with increased patient morbidity and mortality.

Classification General Classification