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PathologyGAN: Learning deep representations of cancer tissue

4 July 2019

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

34 / 34 papers shown

Title
Generative Models in Computational Pathology: A Comprehensive Survey on Methods, Applications, and Challenges Yuan Zhang Xinfeng Zhang Xiaoming Qi Xinyu Wu Feng Chen Guanyu Yang Huazhu Fu MedIm LM&MA AI4CE 165 0 0 16 May 2025
PriorPath: Coarse-To-Fine Approach for Controlled De-Novo Pathology Semantic Masks Generation Nati Daniel May Nathan Eden Azeroual Y. Fisher Y. Savir MedIm 89 0 0 25 Nov 2024
Comparative Analysis of Diffusion Generative Models in Computational Pathology Denisha Thakkar Vincent Quoc-Huy Trinh Sonal Varma Samira Ebrahimi Kahou Hassan Rivaz Mahdi S. Hosseini MedIm 127 1 0 24 Nov 2024
Synthetic Generation of Dermatoscopic Images with GAN and Closed-Form Factorization R. Mekala Frederik Pahde Simon Baur Sneha Chandrashekar Madeline Diep ... Jackie Ma Peter Eisert Mikael Lindvall Adam A. Porter Wojciech Samek MedIm GAN 83 2 0 07 Oct 2024
Disentangling representations of retinal images with generative models Sarah Muller Lisa M. Koch Hendrik P. A. Lensch Philipp Berens MedIm 77 3 0 29 Feb 2024
Generative AI-Driven Human Digital Twin in IoT-Healthcare: A Comprehensive Survey Jiayuan Chen You Shi Changyan Yi Hongyang Du Jiawen Kang Dusit Niyato 85 29 0 22 Jan 2024
New Horizons: Pioneering Pharmaceutical R&D with Generative AI from lab to the clinic -- an industry perspective Guy Doron Sam Genway Mark Roberts Sai Jasti AI4CE 45 2 0 19 Dec 2023
GenSelfDiff-HIS: Generative Self-Supervision Using Diffusion for Histopathological Image Segmentation Vishnuvardhan Purma Suhas Srinath Seshan Srirangarajan A. Kakkar Prathosh A.P. MedIm DiffM 56 2 0 04 Sep 2023
Synthetic Augmentation with Large-scale Unconditional Pre-training Jiarong Ye Haomiao Ni Peng Jin Sharon X. Huang Yuan Xue MedIm 61 22 0 08 Aug 2023
DiffInfinite: Large Mask-Image Synthesis via Parallel Random Patch Diffusion in Histopathology Marco Aversa Gabriel Nobis Miriam Hagele Kai Standvoss Mihaela Chirica ... D. Ivanova Wojciech Samek Frederick Klauschen B. Sanguinetti Luis Oala MedIm 100 23 0 23 Jun 2023
Synthesis of Annotated Colorectal Cancer Tissue Images from Gland Layout Srijay Deshpande F. Minhas Nasir M. Rajpoot MedIm 36 2 0 08 May 2023
Between Generating Noise and Generating Images: Noise in the Correct Frequency Improves the Quality of Synthetic Histopathology Images for Digital Pathology Nati Daniel Eliel Aknin Ariel Larey Yoni Peretz G. Sela Y. Fisher Y. Savir MedIm 38 5 0 13 Feb 2023
DEPAS: De-novo Pathology Semantic Masks using a Generative Model Ariel Larey Nati Daniel Eliel Aknin Y. Fisher Y. Savir DiffM MedIm 33 1 0 13 Feb 2023
SynCLay: Interactive Synthesis of Histology Images from Bespoke Cellular Layouts Srijay Deshpande Muhammad Dawood F. Minhas Nasir M. Rajpoot MedIm 64 10 0 28 Dec 2022
Deep Learning Generates Synthetic Cancer Histology for Explainability and Education J. Dolezal Rachelle Wolk Hanna M. Hieromnimon Frederick M. Howard Andrew Srisuwananukorn ... A. Husain Huihua Li Robert L. Grossman N. Cipriani A. Pearson MedIm 58 42 0 12 Nov 2022
Region-guided CycleGANs for Stain Transfer in Whole Slide Images Joseph Boyd I. Villa M. Mathieu Eric Deutsch Nikos Paragios Maria Vakalopoulou Stergios Christodoulidis MedIm 95 14 0 26 Aug 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 89 58 0 18 Aug 2022
SYNTA: A novel approach for deep learning-based image analysis in muscle histopathology using photo-realistic synthetic data L. Mill O. Aust Jochen A. Ackermann Philipp Burger Monica Pascual ... Rolf Schröder Christian Holtzhausen Samir Jabari Andreas Maier Anika Grüneboom MedIm 62 2 0 29 Jul 2022
Towards Highly Expressive Machine Learning Models of Non-Melanoma Skin Cancer S. Thomas J. Lefevre Glenn W. Baxter N. Hamilton MedIm 85 2 0 09 Jul 2022
Deepfake histological images for enhancing digital pathology Kianoush Falahkheirkhah Saumya Tiwari Kevin Yeh Sounak Gupta L. Herrera-Hernandez Michael R. McCarthy Rafael E. Jimenez J. Cheville Rohit Bhargava MedIm 114 3 0 16 Jun 2022
Producing Histopathology Phantom Images using Generative Adversarial Networks to improve Tumor Detection Vidit Gautam GAN MedIm 34 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 96 43 0 21 Apr 2022
Self-Supervised Representation Learning using Visual Field Expansion on Digital Pathology Joseph Boyd Mykola Liashuha Eric Deutsch Nikos Paragios Stergios Christodoulidis Maria Vakalopoulou MedIm 83 35 0 07 Sep 2021
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 62 11 0 04 Aug 2021
Data synthesis and adversarial networks: A review and meta-analysis in cancer imaging Richard Osuala Kaisar Kushibar Lidia Garrucho Akis Linardos Zuzanna Szafranowska Stefan Klein Ben Glocker Oliver Díaz Karim Lekadir MedIm 104 45 0 20 Jul 2021
Self adversarial attack as an augmentation method for immunohistochemical stainings Jelica Vasiljević Friedrich Feuerhake Cédric Wemmert T. Lampert MedIm 44 6 0 21 Mar 2021
Self-supervised driven consistency training for annotation efficient histopathology image analysis C. Srinidhi Seung Wook Kim Fu-Der Chen Anne L. Martel SSL 101 111 0 07 Feb 2021
Overcoming Barriers to Data Sharing with Medical Image Generation: A Comprehensive Evaluation August DuMont Schütte J. Hetzel S. Gatidis Tobias Hepp Benedikt Dietz Stefan Bauer Patrick Schwab MedIm 105 70 0 29 Nov 2020
Orientation-Disentangled Unsupervised Representation Learning for Computational Pathology Maxime W. Lafarge J. Pluim M. Veta DRL 46 8 0 26 Aug 2020
SAFRON: Stitching Across the Frontier for Generating Colorectal Cancer Histology Images Srijay Deshpande F. Minhas S. Graham Nasir M. Rajpoot MedIm 46 8 0 11 Aug 2020
Generative Adversarial Networks in Digital Pathology: A Survey on Trends and Future Potential M. Tschuchnig G. Oostingh M. Gadermayr MedIm AI4CE GAN 100 91 0 30 Apr 2020
Learning a low dimensional manifold of real cancer tissue with PathologyGAN A. Quiros R. Murray-Smith Ke-Fei Yuan GAN MedIm 51 9 0 13 Apr 2020
Deep neural network models for computational histopathology: A survey C. Srinidhi Ozan Ciga Anne L. Martel AI4CE 185 584 0 28 Dec 2019
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 57 73 0 13 Oct 2019