CoNIC: Colon Nuclei Identification and Counting Challenge 2022

29 November 2021

Papers citing "CoNIC: Colon Nuclei Identification and Counting Challenge 2022"

37 / 37 papers shown

Title
RepSNet: A Nucleus Instance Segmentation model based on Boundary Regression and Structural Re-parameterization Shengchun Xiong Xiangru Li Yunpeng Zhong Wanfen Peng 69 0 0 08 May 2025
CellPilot Philipp Endres Valentin Koch Julia A. Schnabel Carsten Marr VLM MedIm 73 0 0 23 Nov 2024
Interactive Medical Image Segmentation: A Benchmark Dataset and Baseline Junlong Cheng Bin Fu Jin Ye Guoan Wang Tianbin Li ... Jianfei Chen Jiyang Li Yanzhou Su Min Zhu Junjun He VLM 84 4 0 19 Nov 2024
Data-driven Nucleus Subclassification on Colon H&E using Style-transferred Digital Pathology Lucas W. Remedios Shunxing Bao Samuel W. Remedios Ho Hin Lee L. Cai ... M. K. Washington Lori A. Coburn Keith T. Wilson Yuankai Huo Bennett A. Landman 37 1 0 15 May 2024
StainFuser: Controlling Diffusion for Faster Neural Style Transfer in Multi-Gigapixel Histology Images R. Jewsbury Ruoyu Wang A. Bhalerao Nasir M. Rajpoot Q. Vu 43 2 0 14 Mar 2024
Few-Shot Learning for Annotation-Efficient Nucleus Instance Segmentation Yu Ming Zihao Wu Jie Yang Danyi Li Yuan Gao Changxin Gao Gui-Song Xia Yuanqing Li Li Liang Jin-Gang Yu 35 0 0 26 Feb 2024
BoNuS: Boundary Mining for Nuclei Segmentation with Partial Point Labels Yi-Mou Lin Zeyu Wang Dong-Ming Zhang Kwang-Ting Cheng Hao Chen 50 7 0 15 Jan 2024
Nucleus subtype classification using inter-modality learning Lucas W. Remedios Shunxing Bao Samuel W. Remedios Ho Hin Lee L. Cai ... M. K. Washington Lori A. Coburn Keith T. Wilson Yuankai Huo Bennett A. Landman 24 2 0 11 Jan 2024
Stain Consistency Learning: Handling Stain Variation for Automatic Digital Pathology Segmentation Michael Yeung Todd Watts Sean YW Tan Pedro F. Ferreira Andrew D. Scott S. Nielles-Vallespin Guang Yang 28 0 0 11 Nov 2023
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
Combining Datasets with Different Label Sets for Improved Nucleus Segmentation and Classification Amruta Parulekar Utkarsh Kanwat R. Gupta Medha Chippa Thomas Jacob Tripti Bameta Swapnil Rane Amit Sethi AI4CE 35 1 0 05 Oct 2023
Nucleus-aware Self-supervised Pretraining Using Unpaired Image-to-image Translation for Histopathology Images Zhiyun Song Penghui Du Junpeng Yan Keqin Li Jianzhong Shou Maode Lai Yubo Fan Yan Xu 34 7 0 14 Sep 2023
Cell Spatial Analysis in Crohn's Disease: Unveiling Local Cell Arrangement Pattern with Graph-based Signatures Shunxing Bao Sichen Zhu Vasantha L. Kolachala Lucas W. Remedios Y. Hwang ... Peng-Chao Qiu K. Wilson Lori A. Coburn Bennett A. Landman Yuankai Huo 19 2 0 20 Aug 2023
CellViT: Vision Transformers for Precise Cell Segmentation and Classification Fabian Horst Moritz Rempe Lukas Heine C. Seibold J. Keyl ... S. Ugurel J. Siveke Barbara Grünwald Jan Egger Jens Kleesiek MedIm ViT 20 89 0 27 Jun 2023
Semi-supervised Cell Recognition under Point Supervision Zhongyi Shui Yizhi Zhao S. Zheng Yunlong Zhang Honglin Li Shichuan Zhang Xiaoxuan Yu Chenglu Zhu Lin Yang 25 1 0 14 Jun 2023
Rethinking Boundary Detection in Deep Learning Models for Medical Image Segmentation Yi-Mou Lin Dong-Ming Zhang Xiaori Fang Yufan Chen Kwang-Ting Cheng Hao Chen ViT MedIm 29 28 0 01 May 2023
Interpretable histopathology-based prediction of disease relevant features in Inflammatory Bowel Disease biopsies using weakly-supervised deep learning R. Mokhtari A. Hamidinekoo D. Sutton A. Lewis B. Angermann ... E. Khan D. Marks N. Khachapuridze Talha Qaiser Nikolay Burlutskiy 21 5 0 20 Mar 2023
More From Less: Self-Supervised Knowledge Distillation for Routine Histopathology Data Lucas Farndale R. Insall Ke Yuan 34 3 0 19 Mar 2023
CoNIC Challenge: Pushing the Frontiers of Nuclear Detection, Segmentation, Classification and Counting S. Graham Q. Vu Mostafa Jahanifar Martin Weigert Uwe Schmidt ... Tianyi Miao David R. J. Snead S. Raza F. Minhas Nasir M. Rajpoot 40 34 0 11 Mar 2023
Nuclear Segmentation and Classification: On Color & Compression Generalization Q. Vu R. Jewsbury S. Graham Mostafa Jahanifar S. Raza F. Minhas A. Bhalerao Nasir M. Rajpoot MedIm 21 6 0 09 Jan 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
MGTUNet: An new UNet for colon nuclei instance segmentation and quantification Liangrui Pan Lian-min Wang Mingting Liu Zhujun Xu Liwen Xu Shaoliang Peng 29 2 0 20 Oct 2022
Understanding the Tricks of Deep Learning in Medical Image Segmentation: Challenges and Future Directions Dong-Ming Zhang Yi-Mou Lin Hao Chen Zhuotao Tian Xin Yang Jinhui Tang Kwang-Ting Cheng VLM 35 11 0 21 Sep 2022
Cellular Segmentation and Composition in Routine Histology Images using Deep Learning Muhammad Dawood R. M. S. Bashir Srijay Deshpande M. Raza A. Shephard 19 0 0 04 Mar 2022
MF-Hovernet: An Extension of Hovernet for Colon Nuclei Identification and Counting (CoNiC) Challenge Thi Tuong Vi Vo Soo-Hyung Kim Taebum Lee 24 1 0 04 Mar 2022
Panoptic segmentation with highly imbalanced semantic labels J. L. Rumberger Elias Baumann Peter Hirsch Andrew Janowczyk Inti Zlobec Dagmar Kainmueller 14 5 0 03 Mar 2022
Color Space-based HoVer-Net for Nuclei Instance Segmentation and Classification Hussam Azzuni Muhammad Ridzuan Min Xu Mohammad Yaqub 43 6 0 03 Mar 2022
Nuclei instance segmentation and classification in histopathology images with StarDist Martin Weigert Uwe Schmidt 26 49 0 03 Mar 2022
Colon Nuclei Instance Segmentation using a Probabilistic Two-Stage Detector P. Costa Y. Fu João D. Nunes A. Campilho J. S. Cardoso 16 1 0 01 Mar 2022
Separable-HoverNet and Instance-YOLO for Colon Nuclei Identification and Counting Chu-Fang Lin Liukun Zhang Lijian Mao Min-Sheng Wu Dong Hu 12 0 0 01 Mar 2022
A Standardized Pipeline for Colon Nuclei Identification and Counting Challenge Jijun Cheng Xipeng Pan Feihu Hou Bingchao Zhao Jiatai Lin Zhenbing Liu Zaiyi Liu Chu Han 17 2 0 01 Mar 2022
Simultaneous Semantic and Instance Segmentation for Colon Nuclei Identification and Counting Lihao Liu Chenyang Hong Angelica I. Aviles-Rivero Carola-Bibiane Schönlieb 19 4 0 01 Mar 2022
One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification S. Graham Q. Vu Mostafa Jahanifar Shan E Ahmed Raza F. Minhas David R. J. Snead Nasir M. Rajpoot MedIm 32 28 0 28 Feb 2022
Using Multi-scale SwinTransformer-HTC with Data augmentation in CoNIC Challenge Chia-Yen Lee Hsiang-Chin Chien Ching-Ping Wang Hong Yen Kai Zhen Hongfei Lin ViT MedIm 11 2 0 28 Feb 2022
ConvNeXt-backbone HoVerNet for nuclei segmentation and classification Jiachen Li Chixin Wang Banban Huang Zekun Zhou 19 11 0 28 Feb 2022
ciscNet -- A Single-Branch Cell Instance Segmentation and Classification Network Moritz Böhland Oliver Neumann Marcel P. Schilling Markus Reischl Ralf Mikut Katharina Löffler Tim Scherr 14 4 0 25 Feb 2022
PanNuke Dataset Extension, Insights and Baselines Jevgenij Gamper Navid Alemi Koohbanani Ksenija Benes S. Graham Mostafa Jahanifar S. Khurram A. Azam K. Hewitt Nasir M. Rajpoot 121 174 0 24 Mar 2020