Deep Adversarial Training for Multi-Organ Nuclei Segmentation in Histopathology Images

29 September 2018

Papers citing "Deep Adversarial Training for Multi-Organ Nuclei Segmentation in Histopathology Images"

32 / 32 papers shown

Title
Recent Advances in Medical Imaging Segmentation: A Survey Fares Bougourzi Abdenour Hadid OOD 44 0 0 14 May 2025
Fast and Accurate Gigapixel Pathological Image Classification with Hierarchical Distillation Multi-Instance Learning Jiuyang Dong Junjun Jiang Kui Jiang Jiahan Li Yongbing Zhang 45 0 0 28 Feb 2025
Universal and Extensible Language-Vision Models for Organ Segmentation and Tumor Detection from Abdominal Computed Tomography Jie Liu Yixiao Zhang Kang Wang Mehmet Can Yavuz Xiaoxi Chen ... Haoliang Li Yang Yang Alan Yuille Yucheng Tang Zongwei Zhou MedIm VLM 44 16 0 28 May 2024
Domain Generalization in Computational Pathology: Survey and Guidelines Mostafa Jahanifar M. Raza Kesi Xu T. Vuong R. Jewsbury ... Neda Zamanitajeddin Jin Tae Kwak S. Raza F. Minhas Nasir M. Rajpoot OOD 28 17 0 30 Oct 2023
Rethinking Multiple Instance Learning for Whole Slide Image Classification: A Good Instance Classifier is All You Need Linhao Qu Yingfan Ma Xiao-Zhuo Luo Manning Wang Zhijian Song VLM 39 20 0 05 Jul 2023
Aligning Synthetic Medical Images with Clinical Knowledge using Human Feedback Shenghuan Sun Gregory M. Goldgof A. Butte Ahmed Alaa MedIm 27 12 0 16 Jun 2023
The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image Classification Linhao Qu X. Luo Kexue Fu Manning Wang Zhijian Song 43 22 0 29 May 2023
30 Years of Synthetic Data Joerg Drechsler Anna Haensch 30 15 0 04 Apr 2023
Structure Embedded Nucleus Classification for Histopathology Images Wei Lou Xiang Wan Guanbin Li X. Lou Chenghang Li Feng Gao Haofeng Li 18 9 0 22 Feb 2023
SynCLay: Interactive Synthesis of Histology Images from Bespoke Cellular Layouts Srijay Deshpande Muhammad Dawood F. Minhas Nasir M. Rajpoot MedIm 28 9 0 28 Dec 2022
Which Pixel to Annotate: a Label-Efficient Nuclei Segmentation Framework Wei Lou Haofeng Li Guanbin Li Xiaoguang Han Xiang Wan 21 25 0 20 Dec 2022
Artifact Removal in Histopathology Images Cameron Dahan Stergios Christodoulidis Maria Vakalopoulou Joseph Boyd MedIm 32 1 0 29 Nov 2022
Diffusion Adversarial Representation Learning for Self-supervised Vessel Segmentation Boah Kim Y. Oh Jong Chul Ye DiffM MedIm 46 67 0 29 Sep 2022
Nuclei & Glands Instance Segmentation in Histology Images: A Narrative Review Esha Sadia Nasir Arshi Parvaiz M. Fraz 34 14 0 26 Aug 2022
Weakly Supervised Deep Instance Nuclei Detection using Points Annotation in 3D Cardiovascular Immunofluorescent Images Nazanin Moradinasab Yash Sharma Laura S. Shankman Gary K. Owens Donald E. Brown 24 1 0 29 Jul 2022
Deep Learning for Computational Cytology: A Survey Hao Jiang Yanning Zhou Yi-Mou Lin R. Chan Jiangshu Liu Hao Chen 27 75 0 10 Feb 2022
Neuroplastic graph attention networks for nuclei segmentation in histopathology images Yoav Alon Huiyu Zhou GNN 27 3 0 10 Jan 2022
Improving Unsupervised Stain-To-Stain Translation using Self-Supervision and Meta-Learning Nassim Bouteldja B. Klinkhammer Tarek Schlaich P. Boor Dorit Merhof MedIm 37 20 0 16 Dec 2021
Segmentation of Lungs COVID Infected Regions by Attention Mechanism and Synthetic Data Parham Yazdekhasty Ali Zindari Zahra Nabizadeh-ShahreBabak P. Khadivi N. Karimi S. Samavi 22 2 0 19 Aug 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 30 11 0 04 Aug 2021
Whole Slide Images are 2D Point Clouds: Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks Richard J. Chen Ming Y. Lu Muhammad Shaban Chengkuan Chen Tiffany Y. Chen Drew F. K. Williamson Faisal Mahmood 3DPC MedIm 54 153 0 27 Jul 2021
A Survey on Graph-Based Deep Learning for Computational Histopathology David Ahmedt-Aristizabal M. Armin Simon Denman Clinton Fookes L. Petersson GNN AI4CE 21 108 0 01 Jul 2021
NuCLS: A scalable crowdsourcing, deep learning approach and dataset for nucleus classification, localization and segmentation M. Amgad Lamees A. Atteya Hagar Hussein K. Mohammed Ehab Hafiz ... Critical Care David Manthey Atlanta D. Neurology Lurie Cancer Center 42 73 0 18 Feb 2021
Federated Learning for Computational Pathology on Gigapixel Whole Slide Images Ming Y. Lu Dehan Kong Jana Lipkova Richard J. Chen Rajendra Singh Drew F. K. Williamson Tiffany Y. Chen Faisal Mahmood FedML MedIm 31 168 0 21 Sep 2020
VR-Caps: A Virtual Environment for Capsule Endoscopy Kagan Incetan Ibrahim Omer Celik A. Obeid Guliz Irem Gokceler Kutsev Bengisu Ozyoruk ... Richard J. Chen Faisal Mahmood Hunter B. Gilbert Nicholas J. Durr Mehmet Turan MedIm 27 67 0 29 Aug 2020
Towards Unsupervised Learning for Instrument Segmentation in Robotic Surgery with Cycle-Consistent Adversarial Networks D. Pakhomov Wei Shen Nassir Navab MedIm GAN 27 20 0 09 Jul 2020
Target-Independent Domain Adaptation for WBC Classification using Generative Latent Search Prashant Pandey A. Prathosh Vinay Kyatham Deepak Mishra T. R. Dastidar OOD MedIm 31 25 0 11 May 2020
Unsupervised Instance Segmentation in Microscopy Images via Panoptic Domain Adaptation and Task Re-weighting Dongnan Liu Donghao Zhang Yang Song Fan Zhang L. O’Donnell Heng-Chiao Huang Mei Chen Weidong (Tom) Cai 43 75 0 05 May 2020
Weakly Supervised Prostate TMA Classification via Graph Convolutional Networks Jingwen Wang Richard J. Chen Ming Y. Lu Alexander S. Baras Faisal Mahmood MedIm 30 57 0 29 Oct 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
PathologyGAN: Learning deep representations of cancer tissue A. Quiros R. Murray-Smith Ke-Fei Yuan MedIm GAN 14 85 0 04 Jul 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 340 10,633 0 19 Feb 2017