Unsupervised Histopathology Image Synthesis

13 December 2017

Papers citing "Unsupervised Histopathology Image Synthesis"

28 / 28 papers shown

Title
An expert-driven data generation pipeline for histological images Roberto Basla Loris Giulivi Luca Magri Giacomo Boracchi MedIm 21 1 0 03 Jun 2024
Method and Software Tool for Generating Artificial Databases of Biomedical Images Based on Deep Neural Networks O. Berezsky Petro B. Liashchynskyi O. Pitsun G. Melnyk GAN MedIm 37 0 0 25 May 2024
Microscopy Image Segmentation via Point and Shape Regularized Data Synthesis Shijie Li Mengwei Ren T. Ach Guido Gerig 21 0 0 18 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 27 19 0 23 Jun 2023
Leveraging weak complementary labels to improve semantic segmentation of hepatocellular carcinoma and cholangiocarcinoma in H&E-stained slides Miriam Hagele Johannes Eschrich Lukas Ruff Maximilian Alber S. Schallenberg A. Guillot C. Roderburg F. Tacke Frederick Klauschen 25 0 0 03 Feb 2023
Preparing data for pathological artificial intelligence with clinical-grade performance Yuanqing Yang K. Sun Yanhua Gao Kuang-Heng Wang Gang Yu OOD 32 1 0 22 May 2022
Neuroplastic graph attention networks for nuclei segmentation in histopathology images Yoav Alon Huiyu Zhou GNN 27 3 0 10 Jan 2022
Random Multi-Channel Image Synthesis for Multiplexed Immunofluorescence Imaging Shunxing Bao Yucheng Tang Ho Hin Lee Riqiang Gao S. Chiron ... Lori A. Coburn K. Wilson Joseph T. Roland Bennett A. Landman Yuankai Huo 30 4 0 18 Sep 2021
Ensembling with Deep Generative Views Lucy Chai Jun-Yan Zhu Eli Shechtman Phillip Isola Richard Y. Zhang GAN 30 70 0 29 Apr 2021
Synthetic Generation of Three-Dimensional Cancer Cell Models from Histopathological Images Yoav Alon Xiang Yu Huiyu Zhou DiffM 3DV MedIm 19 1 0 26 Jan 2021
Orientation-Disentangled Unsupervised Representation Learning for Computational Pathology Maxime W. Lafarge J. Pluim M. Veta DRL 24 8 0 26 Aug 2020
Towards Stable Imbalanced Data Classification via Virtual Big Data Projection Hadi Mansourifar W. Shi 20 0 0 23 Aug 2020
Unified cross-modality feature disentangler for unsupervised multi-domain MRI abdomen organs segmentation Jue Jiang Harini Veeraraghavan DRL 22 30 0 19 Jul 2020
Semi-supervised Task-driven Data Augmentation for Medical Image Segmentation K. Chaitanya Neerav Karani Christian F. Baumgartner Ertunc Erdil Anton S. Becker O. Donati E. Konukoglu MedIm 25 91 0 09 Jul 2020
Improved Conditional Flow Models for Molecule to Image Synthesis Karren D. Yang Samuel Goldman Wengong Jin Alex X. Lu Regina Barzilay Tommi Jaakkola Caroline Uhler MedIm 16 7 0 15 Jun 2020
Generative Adversarial Networks in Digital Pathology: A Survey on Trends and Future Potential M. Tschuchnig G. Oostingh M. Gadermayr MedIm AI4CE GAN 13 88 0 30 Apr 2020
Deep Synthetic Minority Over-Sampling Technique Hadi Mansourifar W. Shi 10 33 0 22 Mar 2020
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 27 72 0 13 Oct 2019
Synthetic Data for Deep Learning Sergey I. Nikolenko 46 348 0 25 Sep 2019
Deep Learning architectures for generalized immunofluorescence based nuclear image segmentation F. Kromp Lukas Fischer E. Bozsaky I. Ambros Wolfgang Doerr S. Taschner-Mandl P. Ambros Allan Hanbury SSeg 20 16 0 30 Jul 2019
Multi-Adversarial Variational Autoencoder Networks A. Imran Demetri Terzopoulos GAN DRL 11 12 0 14 Jun 2019
Methods for Segmentation and Classification of Digital Microscopy Tissue Images Q. Vu S. Graham Minh Nguyen Nhat To Muhammad Shaban Talha Qaiser ... Tianhao Zhao Rajarsi R. Gupta J. T. Kwak Nasir M. Rajpoot Joel H. Saltz 21 265 0 31 Oct 2018
Deep Adversarial Training for Multi-Organ Nuclei Segmentation in Histopathology Images Faisal Mahmood Daniel Borders Richard J. Chen Gregory N. McKay Kevan J. Salimian Alexander S. Baras Nicholas J. Durr GAN MedIm 39 280 0 29 Sep 2018
Generative Adversarial Network in Medical Imaging: A Review Xin Yi Ekta Walia P. Babyn GAN MedIm 33 1,371 0 19 Sep 2018
Latent Space Optimal Transport for Generative Models Huidong Liu Yang Guo Na Lei Zhixin Shu S. Yau Dimitris Samaras X. Gu OT DRL 13 7 0 16 Sep 2018
Chest X-ray Inpainting with Deep Generative Models Ecem Sogancioglu Shi Hu Davide Belli Bram van Ginneken GAN MedIm 24 20 0 29 Aug 2018
Conditional Infilling GANs for Data Augmentation in Mammogram Classification Eric Wu K. Wu David D. Cox William Lotter MedIm 22 135 0 21 Jul 2018
Unsupervised Reverse Domain Adaptation for Synthetic Medical Images via Adversarial Training Faisal Mahmood Richard J. Chen Nicholas J. Durr OOD MedIm 29 228 0 17 Nov 2017