An attention-based multi-resolution model for prostate whole slide
imageclassification and localization

An attention-based multi-resolution model for prostate whole slide imageclassification and localization

30 May 2019

Arkadiusz Gertych

Beatrice Knudsen

Papers citing "An attention-based multi-resolution model for prostate whole slide imageclassification and localization"

14 / 14 papers shown

Title
Critical Evaluation of Artificial Intelligence as Digital Twin of Pathologist for Prostate Cancer Pathology Okyaz Eminaga Mahmoud A. Abbas C. Kunder Y. Tolkach Ryan Han ... M. Boegemann Robert West Jin Long Richard E. Fan O. Bettendorf 15 0 0 23 Aug 2023
End-to-end Multiple Instance Learning with Gradient Accumulation Axel Andersson N. Koriakina Natavsa Sladoje Joakim Lindblad 24 6 0 08 Mar 2022
WeGleNet: A Weakly-Supervised Convolutional Neural Network for the Semantic Segmentation of Gleason Grades in Prostate Histology Images Julio Silva-Rodríguez Adrián Colomer Valery Naranjo 29 42 0 21 May 2021
A State-of-the-art Survey of Artificial Neural Networks for Whole-slide Image Analysis:from Popular Convolutional Neural Networks to Potential Visual Transformers Xintong Li Xirong Li Chen Li M. Rahaman Jian Wu Xiaoqi Li Yudong Yao M. Grzegorzek ViT MedIm 38 43 0 13 Apr 2021
A Comprehensive Review of Computer-aided Whole-slide Image Analysis: from Datasets to Feature Extraction, Segmentation, Classification, and Detection Approaches Chen Li Xintong Li M. Rahaman Xirong Li Hongzan Sun ... Yong Zhang Xiaoqi Li Jian Wu Yudong Yao M. Grzegorzek 38 191 0 21 Feb 2021
Classifying Breast Histopathology Images with a Ductal Instance-Oriented Pipeline Beibin Li E. Mercan Sachin Mehta S. Knezevich C. Arnold D. Weaver J. Elmore Linda G. Shapiro 17 6 0 11 Dec 2020
Objective Diagnosis for Histopathological Images Based on Machine Learning Techniques: Classical Approaches and New Trends Naira Elazab Hassan H. Soliman Shaker El-Sappagh S. Islam Mohammed M Elmogy 17 20 0 10 Nov 2020
Improving Interpretability for Computer-aided Diagnosis tools on Whole Slide Imaging with Multiple Instance Learning and Gradient-based Explanations Antoine Pirovano H. Heuberger Sylvain Berlemont Saïd Ladjal Isabelle Bloch 16 12 0 29 Sep 2020
Detection of prostate cancer in whole-slide images through end-to-end training with image-level labels H. Pinckaers W. Bulten J. A. van der Laak G. Litjens MedIm 6 71 0 05 Jun 2020
Kernel Self-Attention in Deep Multiple Instance Learning Dawid Rymarczyk Adriana Borowa Jacek Tabor Bartosz Zieliñski SSL 14 5 0 25 May 2020
Automated Detection of Cribriform Growth Patterns in Prostate Histology Images P. Ambrosini E. Hollemans C. Kweldam G. Leenders S. Stallinga F. Vos MedIm 23 26 0 23 Mar 2020
Deep neural network models for computational histopathology: A survey C. Srinidhi Ozan Ciga Anne L. Martel AI4CE 39 564 0 28 Dec 2019
Deep Learning for Prostate Pathology Okyaz Eminaga Y. Tolkach C. Kunder M. Abbas Ryan Han ... G. Sonn Richard E. Fan O. Bettendorf J. Brooks D. Rubin MedIm 8 0 0 11 Oct 2019
Augmenting the Pathology Lab: An Intelligent Whole Slide Image Classification System for the Real World Julianna D. Ianni R. Soans Sivaramakrishnan Sankarapandian R. V. Chamarthi Devi Ayyagari ... Coleman C. Stavish K. Motaparthi C. Cockerell T. A. Feeser Jason B. Lee 21 14 0 24 Sep 2019