[HTML][HTML] Identification of gastritis subtypes by convolutional neuronal networks on histological images of antrum and corpus biopsies

G Steinbuss, K Kriegsmann, M Kriegsmann - International Journal of …, 2020 - mdpi.com
Background: Gastritis is a prevalent disease and commonly classified into autoimmune (A),
bacterial (B), and chemical (C) type gastritis. While the former two subtypes are associated …

Classification of glomerular spikes using Convolutional Neural Network

Y Chen, M Li, F Hao, W Han, D Niu… - Proceedings of the 2020 …, 2020 - dl.acm.org
Membranous nephropathy (MN) is a common cause of adult nephrotic syndrome. In clinical,
MN is diagnosed by pathological biopsy. Under the light microscope, one of the main …

MSA-MIL: A deep residual multiple instance learning model based on multi-scale annotation for classification and visualization of glomerular spikes

Y Chen, M Li, Y Wu, X Liu, F Hao, D Zhou… - arXiv preprint arXiv …, 2020 - arxiv.org
Membranous nephropathy (MN) is a frequent type of adult nephrotic syndrome, which has a
high clinical incidence and can cause various complications. In the biopsy microscope slide …