Automated Gleason Grading of Prostate Biopsies using Deep Learning

18 July 2019

Bram van Ginneken

C. Hulsbergen–van de Kaa

G. Litjens

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Papers citing "Automated Gleason Grading of Prostate Biopsies using Deep Learning"

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Title
Efficient Self-Supervised Grading of Prostate Cancer Pathology Riddhasree Bhattacharyya S. Das S. Mitra 37 0 0 28 Jan 2025
Artificial Intelligence for Digital and Computational Pathology Andrew H. Song Guillaume Jaume Drew F. K. Williamson Ming Y. Lu Anurag J. Vaidya Tiffany R. Miller Faisal Mahmood AI4CE 30 129 0 13 Dec 2023
Weakly Supervised AI for Efficient Analysis of 3D Pathology Samples Andrew H. Song Mane Williams Drew F. K. Williamson Guillaume Jaume Andrew Zhang ... R. Serafin Jonathan T. C. Liu Alexander S. Baras Anil V. Parwani Faisal Mahmood 12 4 0 27 Jul 2023
Towards a Visual-Language Foundation Model for Computational Pathology Ming Y. Lu Bowen Chen Drew F. K. Williamson Richard J. Chen Ivy Liang ... Andrew Zhang L. Le Georg Gerber Anil V. Parwani Faisal Mahmood VLM MedIm 33 46 0 24 Jul 2023
DPSeq: A Novel and Efficient Digital Pathology Classifier for Predicting Cancer Biomarkers using Sequencer Architecture M. Cen Xingyu Li Bangwei Guo J. Jonnagaddala Hong Zhang Xuesong Xu MedIm 20 0 0 03 May 2023
Towards Label-efficient Automatic Diagnosis and Analysis: A Comprehensive Survey of Advanced Deep Learning-based Weakly-supervised, Semi-supervised and Self-supervised Techniques in Histopathological Image Analysis Linhao Qu Siyu Liu Xiaoyu Liu Manning Wang Zhijian Song 15 56 0 18 Aug 2022
Mapping the landscape of histomorphological cancer phenotypes using self-supervised learning on unlabeled, unannotated pathology slides A. Quiros N. Coudray A. Yeaton Xinyu Yang Bojing Liu ... H. Pass A. Moreira J. L. Quesne A. Tsirigos Ke-Fei Yuan SSL 11 5 0 04 May 2022
Bridging the gap between prostate radiology and pathology through machine learning Indrani Bhattacharya David S. Lim Han Lin Aung Xingchen Liu A. Seetharaman ... P. Ghanouni Katherine Toó J. Brooks G. Sonn M. Rusu 19 15 0 03 Dec 2021
Towards Explainable End-to-End Prostate Cancer Relapse Prediction from H&E Images Combining Self-Attention Multiple Instance Learning with a Recurrent Neural Network Esther Dietrich Patrick Fuhlert Anne Ernst G. Sauter M. Lennartz H. Stiehl Marina Zimmermann Stefan Bonn 20 4 0 26 Nov 2021
Lizard: A Large-Scale Dataset for Colonic Nuclear Instance Segmentation and Classification S. Graham Mostafa Jahanifar A. Azam M. Nimir Yee Wah Tsang ... S. Raza H. Eldaly K. Gopalakrishnan David R. J. Snead Nasir M. Rajpoot 28 123 0 25 Aug 2021
Using deep learning to detect patients at risk for prostate cancer despite benign biopsies Bojing Liu Yinxi Wang Philippe Weitz J. Lindberg Johan Hartman L. Egevad Henrik Grönberg M. Eklund M. Rantalainen 15 15 0 27 Jun 2021
Self-supervised driven consistency training for annotation efficient histopathology image analysis C. Srinidhi Seung Wook Kim Fu-Der Chen Anne L. Martel SSL 13 109 0 07 Feb 2021
A Multi-resolution Model for Histopathology Image Classification and Localization with Multiple Instance Learning Jiayun Li Wenyuan Li Anthony Sisk Huihui Ye W. D. Wallace W. Speier C. Arnold 17 107 0 05 Nov 2020
A Dilated Residual Hierarchically Fashioned Segmentation Framework for Extracting Gleason Tissues and Grading Prostate Cancer from Whole Slide Images Taimur Hassan Bilal Hassan A. El-Baz N. Werghi 18 10 0 01 Nov 2020
A review of deep learning in medical imaging: Imaging traits, technology trends, case studies with progress highlights, and future promises S. Kevin Zhou H. Greenspan Christos Davatzikos James S. Duncan Bram van Ginneken A. Madabhushi Jerry L. Prince Daniel Rueckert Ronald M. Summers 38 623 0 02 Aug 2020
CovidCTNet: An Open-Source Deep Learning Approach to Identify Covid-19 Using CT Image T. Javaheri Morteza Homayounfar Zohreh Amoozgar R. Reiazi F. Homayounieh ... Guanglan Zhang L. Chitkushev B. Haibe-Kains R. Malekzadeh Reza Rawassizadeh 11 51 0 06 May 2020
How human judgment impairs automated deception detection performance Bennett Kleinberg B. Verschuere 9 0 0 30 Mar 2020
Automated Detection of Cribriform Growth Patterns in Prostate Histology Images P. Ambrosini E. Hollemans C. Kweldam G. Leenders S. Stallinga F. Vos MedIm 10 26 0 23 Mar 2020
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 8 14 0 24 Sep 2019
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 278 10,608 0 19 Feb 2017