PathologyGAN: Learning deep representations of cancer tissue

PathologyGAN: Learning deep representations of cancer tissue

4 July 2019

R. Murray-Smith

Papers citing "PathologyGAN: Learning deep representations of cancer tissue"

12 / 12 papers shown

Title
Disentangling representations of retinal images with generative models Sarah Muller Lisa M. Koch Hendrik P. A. Lensch Philipp Berens MedIm 32 3 0 29 Feb 2024
SynCLay: Interactive Synthesis of Histology Images from Bespoke Cellular Layouts Srijay Deshpande Muhammad Dawood F. Minhas Nasir M. Rajpoot MedIm 20 9 0 28 Dec 2022
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 28 56 0 18 Aug 2022
Towards Highly Expressive Machine Learning Models of Non-Melanoma Skin Cancer S. Thomas J. Lefevre Glenn W. Baxter N. Hamilton MedIm 23 2 0 09 Jul 2022
Producing Histopathology Phantom Images using Generative Adversarial Networks to improve Tumor Detection Vidit Gautam GAN MedIm 17 1 0 21 May 2022
Recommendations on test datasets for evaluating AI solutions in pathology A. Homeyer Christian Geißler L. O. Schwen Falk Zakrzewski Theodore Evans ... Tobias Lang P. Boor Heimo Muller P. Hufnagl N. Zerbe 47 42 0 21 Apr 2022
Adversarial learning of cancer tissue representations A. Quiros N. Coudray A. Yeaton Wisuwat Sunhem Roderick Murray-Smith A. Tsirigos Ke-Fei Yuan GAN OOD MedIm 22 11 0 04 Aug 2021
Self-supervised driven consistency training for annotation efficient histopathology image analysis C. Srinidhi Seung Wook Kim Fu-Der Chen Anne L. Martel SSL 21 109 0 07 Feb 2021
Generative Image Translation for Data Augmentation in Colorectal Histopathology Images Jerry W. Wei A. Suriawinata L. Vaickus Bing Ren Xiaoying Liu Jason W. Wei Saeed Hassanpour GAN MedIm 24 72 0 13 Oct 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 297 10,368 0 12 Dec 2018
Revisiting Classifier Two-Sample Tests David Lopez-Paz Maxime Oquab 78 390 0 20 Oct 2016
DeepSurv: Personalized Treatment Recommender System Using A Cox Proportional Hazards Deep Neural Network Jared Katzman Uri Shaham Jonathan Bates A. Cloninger Tingting Jiang Y. Kluger BDL CML OOD 115 1,231 0 02 Jun 2016