CE-Net: Context Encoder Network for 2D Medical Image Segmentation

7 March 2019

Jun Cheng

Papers citing "CE-Net: Context Encoder Network for 2D Medical Image Segmentation"

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Title
Retinal Structure Detection in OCTA Image via Voting-based Multi-task Learning Jinkui Hao Ting-Li Shen Xueli Zhu Yonghuai Liu Ardhendu Behera Dan Zhang Bang Chen Jiang-Dong Liu Jiong Zhang Yitian Zhao 33 24 0 23 Aug 2022
Semantic decomposition Network with Contrastive and Structural Constraints for Dental Plaque Segmentation Jian Shi Baoli Sun Xinchen Ye Zhihui Wang Xiaolong Luo Jin Liu Heli Gao Haojie Li 22 8 0 12 Aug 2022
Calibrate the inter-observer segmentation uncertainty via diagnosis-first principle Junde Wu Huihui Fang Hoayi Xiong Lixin Duan Mingkui Tan Weihua Yang Huiying Liu Yanwu Xu MedIm 43 1 0 05 Aug 2022
Beyond CNNs: Exploiting Further Inherent Symmetries in Medical Image Segmentation Shuchao Pang Anan Du M. Orgun Yan Wang Quan Z. Sheng Shoujin Wang Xiaoshui Huang Zhewen Yu 21 15 0 29 Jul 2022
AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation Junyan Lyu Yiqi Zhang Yijin Huang Li Lin Pujin Cheng Xiaoying Tang MedIm 16 46 0 27 Jul 2022
OCTAve: 2D en face Optical Coherence Tomography Angiography Vessel Segmentation in Weakly-Supervised Learning with Locality Augmentation Amrest Chinkamol Vetit Kanjaras Phattarapong Sawangjai Yitian Zhao Thapanun Sudhawiyangkul C. Chantrapornchai Cuntai Guan Theerawit Wilaiprasitporn 38 7 0 25 Jul 2022
Physiology-based simulation of the retinal vasculature enables annotation-free segmentation of OCT angiographs M. Menten Johannes C. Paetzold Alina F. Dima Bjoern H. Menze B. Knier Daniel Rueckert 17 15 0 22 Jul 2022
BCS-Net: Boundary, Context and Semantic for Automatic COVID-19 Lung Infection Segmentation from CT Images Runmin Cong Hao Yang Qiuping Jiang Wei Gao Haisheng Li C. Wang Yao-Min Zhao Sam Kwong 27 35 0 17 Jul 2022
Wound Segmentation with Dynamic Illumination Correction and Dual-view Semantic Fusion Honghui Liu Changjian Wang Kele Xu Fangzhao Li Ming Feng Yuxing Peng Hongjun He 3DV 20 0 0 12 Jul 2022
The Lighter The Better: Rethinking Transformers in Medical Image Segmentation Through Adaptive Pruning Xian Lin Li Yu Kwang-Ting Cheng Zengqiang Yan ViT MedIm 24 31 0 29 Jun 2022
BATFormer: Towards Boundary-Aware Lightweight Transformer for Efficient Medical Image Segmentation Xian Lin Li Yu Kwang-Ting Cheng Zengqiang Yan ViT MedIm 20 32 0 29 Jun 2022
Omni-Seg: A Scale-aware Dynamic Network for Renal Pathological Image Segmentation Ruining Deng Quan Liu C. Cui Tianyuan Yao Jun Long ... Zheyu Zhu Agnes B. Fogo Shilin Zhao Haichun Yang Yuankai Huo 16 19 0 27 Jun 2022
KeyCLD: Learning Constrained Lagrangian Dynamics in Keypoint Coordinates from Images Rembert Daems Jeroen Taets Francis Wyffels Guillaume Crevecoeur 24 1 0 22 Jun 2022
XBound-Former: Toward Cross-scale Boundary Modeling in Transformers Jiacheng Wang Fei Chen Yuxi Ma Liansheng Wang Zhaodong Fei Jia Shuai Xiangdong Tang Qichao Zhou Jing Qin ViT MedIm 27 63 0 02 Jun 2022
Progressive Multi-scale Consistent Network for Multi-class Fundus Lesion Segmentation Along He Kai Wang Tao Li Wang Bo Hong Kang Huazhu Fu 29 28 0 31 May 2022
Mind The Gap: Alleviating Local Imbalance for Unsupervised Cross-Modality Medical Image Segmentation Zixian Su Kai Yao Xi Yang Qiufeng Wang Yuyao Yan Jie Sun Kaizhu Huang 40 4 0 24 May 2022
3DConvCaps: 3DUnet with Convolutional Capsule Encoder for Medical Image Segmentation Minh-Trieu Tran Viet-Khoa Vo-Ho Ngan T. H. Le 3DPC MedIm 20 13 0 19 May 2022
MC-UNet Multi-module Concatenation based on U-shape Network for Retinal Blood Vessels Segmentation Ting Zhang Jun Yu Li Yi Zhao Nan Chen Hangyu Zhou ... Zihao Guan Chan Yang Lan-yan Xue Riqing Chen Lifang Wei 13 14 0 07 Apr 2022
Technical Report on Subspace Pyramid Fusion Network for Semantic Segmentation Mohammed A. M. Elhassan Chunming Yang Chenxi Huang Tewodros Legesse Munea 21 1 0 04 Apr 2022
CAT-Net: A Cross-Slice Attention Transformer Model for Prostate Zonal Segmentation in MRI A. Hung Haoxin Zheng Qi Miao S. Raman D. Terzopoulos Kyunghyun Sung ViT MedIm 24 44 0 29 Mar 2022
RAVIR: A Dataset and Methodology for the Semantic Segmentation and Quantitative Analysis of Retinal Arteries and Veins in Infrared Reflectance Imaging Ali Hatamizadeh H. Hosseini Niraj Patel J. Choi Cameron Pole Cory M. Hoeferlin S. Schwartz D. Terzopoulos 27 27 0 28 Mar 2022
MFSNet: A Multi Focus Segmentation Network for Skin Lesion Segmentation Hritam Basak Rohit Kundu R. Sarkar 22 67 0 27 Mar 2022
Soft-CP: A Credible and Effective Data Augmentation for Semantic Segmentation of Medical Lesions Pingping Dai Licong Dong Ruihan Zhang Haiming Zhu Jie Wu Kehong Yuan MedIm 24 4 0 20 Mar 2022
AGMR-Net: Attention Guided Multiscale Recovery framework for stroke segmentation Xiuquan Du Kunpeng Ma Yuhui Song 11 10 0 28 Feb 2022
Factorizer: A Scalable Interpretable Approach to Context Modeling for Medical Image Segmentation Pooya Ashtari Diana Sima L. De Lathauwer D. Sappey-Marinier F. Maes Sabine Van Huffel ViT MedIm 26 35 0 24 Feb 2022
SPNet: A novel deep neural network for retinal vessel segmentation based on shared decoder and pyramid-like loss Gengxin Xu Chuan-Xian Ren 27 12 0 19 Feb 2022
REFUGE2 Challenge: A Treasure Trove for Multi-Dimension Analysis and Evaluation in Glaucoma Screening Huihui Fang Fei Li Junde Wu Huazhu Fu Xu Sun ... Jian Yang J. Orlando Hrvoje Bogunović Xiulan Zhang Yanwu Xu 29 26 0 18 Feb 2022
Opinions Vary? Diagnosis First! Junde Wu Huihui Fang Dalu Yang Binghong Wu Wenshuo Zhou Fangxin Shang Yehui Yang Yanwu Xu 27 3 0 14 Feb 2022
A State-of-the-art Survey of U-Net in Microscopic Image Analysis: from Simple Usage to Structure Mortification Jian Wu Wanli Liu Chen Li Tao Jiang Islam Mohammad Shariful Hongzan Sun Xiaoqi Li Xintong Li Xinyu Huang M. Grzegorzek SSeg 3DV 40 13 0 14 Feb 2022
RTNet: Relation Transformer Network for Diabetic Retinopathy Multi-lesion Segmentation Shiqi Huang Jianan Li Yuze Xiao Ning Shen Tingfa Xu ViT MedIm 17 116 0 26 Jan 2022
Transformers in Medical Imaging: A Survey Fahad Shamshad Salman Khan Syed Waqas Zamir Muhammad Haris Khan Munawar Hayat F. Khan Huazhu Fu ViT LM&MA MedIm 111 663 0 24 Jan 2022
FourierNet: Shape-Preserving Network for Henle's Fiber Layer Segmentation in Optical Coherence Tomography Images Selahattin Cansiz Cem Kesim Sevval Nur Bektas Zeynep Kulali M. Hasanreisoğlu C. Gunduz-Demir 33 9 0 17 Jan 2022
Expert Knowledge-guided Geometric Representation Learning for Magnetic Resonance Imaging-based Glioma Grading Yeqi Wang Longfei Li Cheng Li Yantao Xi Hairong Zheng Yusong Lin Shanshan Wang 8 0 0 08 Jan 2022
D-Former: A U-shaped Dilated Transformer for 3D Medical Image Segmentation YiXuan Wu Kuan-Yu Liao Jintai Chen Jinhong Wang Danny Chen Honghao Gao Jian Wu ViT MedIm 21 106 0 03 Jan 2022
SECP-Net: SE-Connection Pyramid Network of Organ At Risk Segmentation for Nasopharyngeal Carcinoma Zexi Huang Lihua Guo Xin Yang Sijuan Huang 19 1 0 28 Dec 2021
Deep Co-supervision and Attention Fusion Strategy for Automatic COVID-19 Lung Infection Segmentation on CT Images Haigen Hu Leizhao Shen Q. Guan Xiaoxin Li Qianwei Zhou S. Ruan 16 29 0 20 Dec 2021
RA V-Net: Deep learning network for automated liver segmentation ZhiQi Lee Sumin Qi Chongchong Fan Ziwei Xie 27 4 0 15 Dec 2021
An Analysis of the Influence of Transfer Learning When Measuring the Tortuosity of Blood Vessels Matheus V. da Silva Julie Ouellette Baptiste Lacoste C. H. Comin 24 7 0 19 Nov 2021
Automated skin lesion segmentation using multi-scale feature extraction scheme and dual-attention mechanism G. Jignesh Chowdary Ganesh V S N Durga Yathisha G. Suganya M. Premalatha MedIm 31 6 0 16 Nov 2021
Improving Camouflaged Object Detection with the Uncertainty of Pseudo-edge Labels Nobukatsu Kajiura Hong Liu Shiníchi Satoh 27 25 0 29 Oct 2021
PL-Net: Progressive Learning Network for Medical Image Segmentation Junlong Cheng Chengrui Gao Chaoqing Wang Zhang Ming Yong-Liang Yang Min Zhu SSeg 24 1 0 27 Oct 2021
Generalized Multi-Task Learning from Substantially Unlabeled Multi-Source Medical Image Data Ayaan Haque A. Imran Adam S. Wang D. Terzopoulos 13 9 0 25 Oct 2021
Inconsistency-aware Uncertainty Estimation for Semi-supervised Medical Image Segmentation Yinghuan Shi Jian Zhang T. Ling Jiwen Lu Yefeng Zheng Qian Yu Lei Qi Yang Gao UQCV 17 143 0 17 Oct 2021
Boundary-aware Transformers for Skin Lesion Segmentation Jiacheng Wang Lan Wei Liansheng Wang Qichao Zhou Lei Zhu Jing Qin ViT MedIm 80 129 0 08 Oct 2021
ReCal-Net: Joint Region-Channel-Wise Calibrated Network for Semantic Segmentation in Cataract Surgery Videos Negin Ghamsarian M. Taschwer Doris Putzgruber-Adamitsch Stephanie Sarny Y. El-Shabrawi Klaus Schoeffmann 18 8 0 25 Sep 2021
3N-GAN: Semi-Supervised Classification of X-Ray Images with a 3-Player Adversarial Framework Shafinul Haque Ayaan Haque GAN MedIm 18 1 0 22 Sep 2021
MISSFormer: An Effective Medical Image Segmentation Transformer Xiaohong Huang Zhifang Deng Dandan Li Xueguang Yuan ViT MedIm 95 174 0 15 Sep 2021
DeepPyram: Enabling Pyramid View and Deformable Pyramid Reception for Semantic Segmentation in Cataract Surgery Videos Negin Ghamsarian M. Taschwer Klaus Schoeffmann 22 9 0 11 Sep 2021
Multi-Slice Dense-Sparse Learning for Efficient Liver and Tumor Segmentation Ziyuan Zhao Zeyu Ma Yanjie Liu Zeng Zeng P. Chow 35 8 0 15 Aug 2021
Log-Polar Space Convolution for Convolutional Neural Networks Bing-Huang Su Ji-Rong Wen 11 1 0 26 Jul 2021