A Pathologist-Informed Workflow for Classification of Prostate Glands in
Histopathology

A Pathologist-Informed Workflow for Classification of Prostate Glands in Histopathology

27 September 2022

Alessandro Ferrero

Beatrice Knudsen

Ross T. Whitaker

Papers citing "A Pathologist-Informed Workflow for Classification of Prostate Glands in Histopathology"

13 / 13 papers shown

Title
Prostate Gland Segmentation in Histology Images via Residual and Multi-Resolution U-Net Julio Silva-Rodríguez Elena Payá-Bosch Gabriel García Adrián Colomer Valery Naranjo MedIm 47 8 0 21 May 2021
Histogram Matching Augmentation for Domain Adaptation with Application to Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Image Segmentation Jun Ma 35 28 0 27 Dec 2020
CompRess: Self-Supervised Learning by Compressing Representations Soroush Abbasi Koohpayegani Ajinkya Tejankar Hamed Pirsiavash SSL 63 91 0 28 Oct 2020
Development and Validation of a Deep Learning Algorithm for Improving Gleason Scoring of Prostate Cancer K. Nagpal Davis Foote Yun-Hui Liu Po-Hsuan Cameron Chen Chen ... A. Evans A. Sangoi C. Mermel J. Hipp Martin C. Stumpe 44 410 0 15 Nov 2018
Epithelium segmentation using deep learning in H&E-stained prostate specimens with immunohistochemistry as reference standard W. Bulten Péter Bándi Jeffrey Hoven Rob van de Loo J. Lotz Nick Weiss Jeroen van der Laak Bram van Ginneken C. Hulsbergen–van de Kaa G. Litjens 48 150 0 17 Aug 2018
Multi-task Self-Supervised Visual Learning Carl Doersch Andrew Zisserman SSL 75 631 0 25 Aug 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 350 27,181 0 20 Mar 2017
The Importance of Skip Connections in Biomedical Image Segmentation M. Drozdzal Eugene Vorontsov Gabriel Chartrand Samuel Kadoury C. Pal MedIm 78 1,045 0 14 Aug 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 733 37,843 0 20 May 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 193,814 0 10 Dec 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,099 0 18 May 2015
Fast R-CNN Ross B. Girshick ObjD 299 25,045 0 30 Apr 2015
Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun ObjD 389 11,221 0 18 Jun 2014

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