Semantic Segmentation Framework for Glomeruli Detection and Classification in Kidney Histological Sections

A two-stage approach for automatic liver segmentation with Faster R-CNN and DeepLab

(2020) Wei Tang et al.   NEURAL COMPUTING & APPLICATIONS

Pre-implantation kidney biopsy: value of the expertise in determining histological score and comparison with the whole organ on a series of discarded kidneys

(2019) Ilaria Girolami et al.   JOURNAL OF NEPHROLOGY

Deep Learning–Based Histopathologic Assessment of Kidney Tissue

(2019) Meyke Hermsen et al.   JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY

Computational Segmentation and Classification of Diabetic Glomerulosclerosis

(2019) Brandon Ginley et al.   JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY

Quantifying the effects of data augmentation and stain color normalization in convolutional neural networks for computational pathology

(2019) David Tellez et al.   MEDICAL IMAGE ANALYSIS

Deep Learning Global Glomerulosclerosis in Transplant Kidney Frozen Sections

(2018) Jon N. Marsh et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

(2018) Liang-Chieh Chen et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

(2017) Vijay Badrinarayanan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

(2017) Shaoqing Ren et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

An innovative neural network framework to classify blood vessels and tubules based on Haralick features evaluated in histological images of kidney biopsy

(2017) Vitoantonio Bevilacqua et al.   NEUROCOMPUTING

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Donor kidney biopsies: pathology matters, and so does the pathologist

(2014) Mark Haas   KIDNEY INTERNATIONAL

The reproducibility and predictive value on outcome of renal biopsies from expanded criteria donors

(2013) M. Antonieta Azancot et al.   KIDNEY INTERNATIONAL