DCAN: Deep Contour-Aware Networks for Accurate Gland Segmentation

10 April 2016

Hao Chen

Xiaojuan Qi

Lequan Yu

Pheng-Ann Heng

MedIm

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Papers citing "DCAN: Deep Contour-Aware Networks for Accurate Gland Segmentation"

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Title
Rethinking Boundary Detection in Deep Learning-Based Medical Image Segmentation Yi-Mou Lin Dong-Ming Zhang X. B. Fang Yufan Chen K.-T. Cheng Hao Chen 26 0 0 06 May 2025
Inter- and intra-uncertainty based feature aggregation model for semi-supervised histopathology image segmentation Qiangguo Jin Hui Cui Changming Sun Yang Song Jiangbin Zheng Leilei Cao Leyi Wei Ran Su 41 17 0 19 Mar 2024
Overcoming Dimensional Collapse in Self-supervised Contrastive Learning for Medical Image Segmentation Jamshid Hassanpour V. Srivastav Didier Mutter N. Padoy SSL 47 2 0 22 Feb 2024
Gland Segmentation Via Dual Encoders and Boundary-Enhanced Attention Huadeng Wang Jiejiang Yu Bingbing Li Xipeng Pan Zhenbing Liu Rushi Lan Xiaonan Luo MedIm 16 0 0 29 Jan 2024
TransNuSeg: A Lightweight Multi-Task Transformer for Nuclei Segmentation Zhen-Peng He Mathias Unberath Jing Ke Yiqing Shen ViT MedIm 9 18 0 16 Jul 2023
OCELOT: Overlapped Cell on Tissue Dataset for Histopathology Jeongun Ryu Aaron Valero Puche Jaewoong Shin Seonwook Park Biagio Brattoli ... S. Cho K. Paeng C-Y. Ock D. Yoo Sérgio Pereira 31 23 0 23 Mar 2023
From slides (through tiles) to pixels: an explainability framework for weakly supervised models in pre-clinical pathology Marco Bertolini Van-Khoa Le Jake Pencharz A. Poehlmann Djork-Arné Clevert Santiago D. Villalba F. Montanari 14 0 0 03 Feb 2023
Contrastive and Selective Hidden Embeddings for Medical Image Segmentation Zhuowei Li Zihao Liu Zhiqiang Hu Qing Xia Ruiqin Xiong Shaoting Zhang Dimitris N. Metaxas Tingting Jiang SSL 21 8 0 21 Jan 2022
Dual Shape Guided Segmentation Network for Organs-at-Risk in Head and Neck CT Images Shuai Wang T. Yanagihara B. Chera Colette J. Shen Daniel Pastor J. Lian 11 0 0 23 Oct 2021
Multi-Layer Pseudo-Supervision for Histopathology Tissue Semantic Segmentation using Patch-level Classification Labels Chu Han Jiatai Lin Jinhai Mai Yi Wang Qingling Zhang ... Zeyan Xu Xiaomei Huang Guoqiang Han Chang-xiu Liang Zaiyi Liu 24 88 0 14 Oct 2021
A Multi-Branch Hybrid Transformer Networkfor Corneal Endothelial Cell Segmentation Yinglin Zhang Risa Higashita H. Fu Yanwu Xu Yang Zhang Haofeng Liu Jian Zhang Jiang-Dong Liu ViT MedIm 8 51 0 21 May 2021
Quantization of Deep Neural Networks for Accurate Edge Computing Wentao Chen Hailong Qiu Zhuang Jian Chutong Zhang Yu Hu Qing Lu Tianchen Wang Yiyu Shi Meiping Huang Xiaowe Xu 37 21 0 25 Apr 2021
CPP-Net: Context-aware Polygon Proposal Network for Nucleus Segmentation Shengcong Chen Changxing Ding Minfeng Liu Jun Cheng Dacheng Tao 40 46 0 13 Feb 2021
Inter-slice Context Residual Learning for 3D Medical Image Segmentation Jianpeng Zhang Yutong Xie Yan Wang Yong-quan Xia SSeg MedIm 22 88 0 28 Nov 2020
Objective Diagnosis for Histopathological Images Based on Machine Learning Techniques: Classical Approaches and New Trends Naira Elazab Hassan H. Soliman Shaker El-Sappagh S. Islam Mohammed M Elmogy 10 20 0 10 Nov 2020
Contrastive Rendering for Ultrasound Image Segmentation Haoming Li Xin Yang Jiamin Liang Wenlong Shi Chaoyu Chen ... Xiaowen Liang Ruobing Huang Alejandro Frangi Zhiyi Chen Dong Ni 13 10 0 10 Oct 2020
Deep Learning Methods for Lung Cancer Segmentation in Whole-slide Histopathology Images -- the ACDC@LungHP Challenge 2019 Zhang Li Jiehua Zhang T. Tan Xichao Teng Xiaoliang Sun ... P. Schüffler Qifeng Yu Hui Chen Yuling Tang G. Litjens 28 86 0 21 Aug 2020
Deep Learning of Unified Region, Edge, and Contour Models for Automated Image Segmentation Ali Hatamizadeh SSeg 18 3 0 23 Jun 2020
Enhancing Foreground Boundaries for Medical Image Segmentation Dong Yang H. Roth Xiaosong Wang Ziyue Xu Andriy Myronenko Daguang Xu 24 7 0 29 May 2020
Multi-task deep learning for image segmentation using recursive approximation tasks Rihuan Ke Aurélie Bugeau Nicolas Papadakis Mark Kirkland P. Schuetz Carola-Bibiane Schönlieb SSeg 11 17 0 26 May 2020
Dense Steerable Filter CNNs for Exploiting Rotational Symmetry in Histology Images S. Graham David B. A. Epstein Nasir M. Rajpoot 11 87 0 06 Apr 2020
An Auxiliary Task for Learning Nuclei Segmentation in 3D Microscopy Images Peter Hirsch Dagmar Kainmueller 9 12 0 07 Feb 2020
A Comprehensive Analysis of Weakly-Supervised Semantic Segmentation in Different Image Domains Lyndon Chan Mahdi S. Hosseini Konstantinos N. Plataniotis 13 97 0 24 Dec 2019
Neural Ordinary Differential Equations for Semantic Segmentation of Individual Colon Glands H. Pinckaers G. Litjens SSeg MedIm 12 36 0 23 Oct 2019
Deep Weakly-Supervised Learning Methods for Classification and Localization in Histology Images: A Survey Jérôme Rony Soufiane Belharbi Jose Dolz Ismail Ben Ayed Luke McCaffrey Eric Granger 23 70 0 08 Sep 2019
Multi-scale Cell Instance Segmentation with Keypoint Graph based Bounding Boxes Jingru Yi Pengxiang Wu Qiaoying Huang Hui Qu Bo Liu Daniel J. Hoeppner Dimitris N. Metaxas ISeg 17 50 0 22 Jul 2019
Signet Ring Cell Detection With a Semi-supervised Learning Framework Jiahui Li Shuang Yang Xiaodi Huang Q. Da Xiaoqun Yang Zhiqiang Hu Qi Duan Chaofu Wang Hongsheng Li 22 89 0 09 Jul 2019
SPDA: Superpixel-based Data Augmentation for Biomedical Image Segmentation Yizhe Zhang Lin Yang Hao Zheng Peixian Liang Colleen A. Mangold R. Loreto David P. Hughes D. Z. Chen MedIm 17 13 0 28 Feb 2019
A New Ensemble Learning Framework for 3D Biomedical Image Segmentation Hao Zheng Yizhe Zhang Lin Yang Peixian Liang Zhuo Zhao Chaoli Wang D. Z. Chen 3DV 18 75 0 10 Dec 2018
GANs for Medical Image Analysis Salome Kazeminia Christoph Baur Arjan Kuijper Bram van Ginneken Nassir Navab Shadi Albarqouni Anirban Mukhopadhyay MedIm AI4CE 11 408 0 13 Sep 2018
BoxNet: Deep Learning Based Biomedical Image Segmentation Using Boxes Only Annotation L. Yang Yizhe Zhang Zhuo Zhao Hao Zheng Peixian Liang M. Ying A. Ahuja D. Z. Chen 11 31 0 02 Jun 2018
Partial Labeled Gastric Tumor Segmentation via patch-based Reiterative Learning Yang Nan Gianmarc Coppola Q. Liang Kunlin Zou Wei Sun Dan Zhang Yaonan Wang Guanzhen Yu 13 7 0 20 Dec 2017
Suggestive Annotation: A Deep Active Learning Framework for Biomedical Image Segmentation L. Yang Yizhe Zhang Jianxu Chen Siyuan Zhang D. Z. Chen MedIm 11 500 0 15 Jun 2017
Neuron Segmentation Using Deep Complete Bipartite Networks Jianxu Chen Sreya Banerjee Abhinav Grama Walter J. Scheirer D. Z. Chen 23 17 0 31 May 2017
Large scale digital prostate pathology image analysis combining feature extraction and deep neural network Naiyun Zhou Andrey Fedorov F. Fennessy Ron Kikinis Yi Gao MedIm 6 26 0 07 May 2017
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 278 10,608 0 19 Feb 2017
Spatial Aggregation of Holistically-Nested Convolutional Neural Networks for Automated Pancreas Localization and Segmentation H. Roth Le Lu Nathan S. Lay Adam P. Harrison A. Farag Andrew Sohn Ronald M. Summers 18 284 0 31 Jan 2017
Automatic Lymphocyte Detection in H&E Images with Deep Neural Networks Jianxu Chen C. Srinivas 21 31 0 09 Dec 2016
Object Detection Free Instance Segmentation With Labeling Transformations Long Jin Zeyu Chen Z. Tu ISeg 18 16 0 28 Nov 2016
Gland Instance Segmentation Using Deep Multichannel Neural Networks Yan Xu Yang Li Yipei Wang Mingyuan Liu Yubo Fan M. Lai E. Chang MedIm 32 161 0 21 Nov 2016
Gland Instance Segmentation by Deep Multichannel Side Supervision Yan Xu Yang Li Mingyuan Liu Yipei Wang M. Lai E. Chang MedIm 32 109 0 12 Jul 2016
3D Deeply Supervised Network for Automatic Liver Segmentation from CT Volumes Qi Dou Hao Chen Yueming Jin Lequan Yu J. Qin Pheng-Ann Heng MedIm 18 343 0 03 Jul 2016
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 243 7,620 0 03 Jul 2012