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"

50 / 228 papers shown

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 33 0 0 06 May 2025
WMKA-Net: A Weighted Multi-Kernel Attention NetworkMethod for Retinal Vessel Segmentation Xinran Xu Yuliang Ma Sifu Cai 31 0 0 21 Apr 2025
Prompt-Guided Dual-Path UNet with Mamba for Medical Image Segmentation Shaolei Zhang Jinyan Liu Tianyi Qian Xuesong Li Mamba 48 0 0 25 Mar 2025
LGPS: A Lightweight GAN-Based Approach for Polyp Segmentation in Colonoscopy Images Fiseha B. Tesema Alejandro Guerra Manzanares Tianxiang Cui Qian Zhang Moses Solomon Sean He 59 0 0 24 Mar 2025
Pathology-Guided AI System for Accurate Segmentation and Diagnosis of Cervical Spondylosis Qi Zhang Xiuyuan Chen Ziyi He Lianming Wu Kun Wang Jianqi Sun Hongxing Shen 53 0 0 08 Mar 2025
DSCA: A Digital Subtraction Angiography Sequence Dataset and Spatio-Temporal Model for Cerebral Artery Segmentation Qihang Xie Mengguo Guo Lei Mou Dan Zhang Da Chen Caifeng Shan Yitian Zhao Ruisheng Su Jiong Zhang 109 1 0 21 Feb 2025
A Comprehensive Review of U-Net and Its Variants: Advances and Applications in Medical Image Segmentation Wang Jiangtao Nur Intan Raihana Ruhaiyem Fu Panpan SSeg 174 0 0 09 Feb 2025
Towards Counterfactual and Contrastive Explainability and Transparency of DCNN Image Classifiers Syed Ali Tariq Tehseen Zia Mubeen Ghafoor AAML 62 7 0 12 Jan 2025
PARF-Net: integrating pixel-wise adaptive receptive fields into hybrid Transformer-CNN network for medical image segmentation Xu Ma Mengsheng Chen Junhui Zhang Lijuan Song Fang Du Zhenhua Yu ViT MedIm 31 0 0 06 Jan 2025
Optimized Vessel Segmentation: A Structure-Agnostic Approach with Small Vessel Enhancement and Morphological Correction Dongning Song Weijian Huang Jiarun Liu Md Jahidul Islam Hao Yang Shanshan Wang 72 0 0 22 Nov 2024
KAN-Mamba FusionNet: Redefining Medical Image Segmentation with Non-Linear Modeling Akansh Agrawal Akshan Agrawal Shashwat Gupta Priyanka Bagade Mamba 80 3 0 18 Nov 2024
Synergy-Guided Regional Supervision of Pseudo Labels for Semi-Supervised Medical Image Segmentation Tao Wang Xinlin Zhang Yuanbin Chen Yuanbo Zhou Longxuan Zhao T. Tan Tong Tong 24 0 0 07 Nov 2024
TransUNext: towards a more advanced U-shaped framework for automatic vessel segmentation in the fundus image Xiang Li Mingsi Liu Lixin Duan ViT MedIm 29 0 0 05 Nov 2024
3D Distance-color-coded Assessment of PCI Stent Apposition via Deep-learning-based Three-dimensional Multi-object Segmentation Xiaoyang Qin Hao Huang Shuaichen Lin Xinhao Zeng Kaizhi Cao ... Yuming Huang J. Yang Yong Liu Gang Li Guangming Ni 19 0 0 26 Oct 2024
MDFI-Net: Multiscale Differential Feature Interaction Network for Accurate Retinal Vessel Segmentation Yiwang Dong Xiangyu Deng 24 0 0 20 Oct 2024
TransResNet: Integrating the Strengths of ViTs and CNNs for High Resolution Medical Image Segmentation via Feature Grafting Muhammad Hamza Sharif Dmitry Demidov Asif Hanif Mohammad Yaqub Min Xu ViT MedIm 31 2 0 01 Oct 2024
PMR-Net: Parallel Multi-Resolution Encoder-Decoder Network Framework for Medical Image Segmentation Xiaogang Du Dongxin Gu Tao Lei Yipeng Jiao Yibin Zou MedIm 37 1 0 19 Sep 2024
SkinFormer: Learning Statistical Texture Representation with Transformer for Skin Lesion Segmentation Rongtao Xu Changwei Wang Jiguang Zhang Shibiao Xu Weiliang Meng Xiaopeng Zhang ViT MedIm 26 3 0 13 Sep 2024
TBConvL-Net: A Hybrid Deep Learning Architecture for Robust Medical Image Segmentation Shahzaib Iqbal Tariq M. Khan Syed S. Naqvi Asim Naveed Erik H. W. Meijering MedIm 50 6 0 05 Sep 2024
LSSF-Net: Lightweight Segmentation with Self-Awareness, Spatial Attention, and Focal Modulation Hamza Farooq Zuhair Zafar Ahsan Saadat Tariq M Khan Shahzaib Iqbal Imran Razzak 48 3 0 03 Sep 2024
SpineMamba: Enhancing 3D Spinal Segmentation in Clinical Imaging through Residual Visual Mamba Layers and Shape Priors Zhiqing Zhang Tianyong Liu Guojia Fan Bin Li Qianjin Feng Shoujun Zhou Mamba 31 1 0 28 Aug 2024
CNN-Transformer Rectified Collaborative Learning for Medical Image Segmentation Lanhu Wu Miao Zhang Yongri Piao Zhenyan Yao Weibing Sun Feng Tian Huchuan Lu ViT MedIm 37 1 0 25 Aug 2024
MM-UNet: A Mixed MLP Architecture for Improved Ophthalmic Image Segmentation Zunjie Xiao Xiaoqing Zhang Risa Higashita Jiang Liu MedIm 37 0 0 16 Aug 2024
CC-SAM: SAM with Cross-feature Attention and Context for Ultrasound Image Segmentation Shreyank N. Gowda David A. Clifton MedIm 31 1 0 31 Jul 2024
Mamba meets crack segmentation Zhili He Yuhao Wang Mamba 42 3 0 22 Jul 2024
Region Guided Attention Network for Retinal Vessel Segmentation Syed Javed Tariq Mahmood Khan Abdul Qayyum Arcot Sowmya Imran Razzak MedIm 35 2 0 22 Jul 2024
Probing Perfection: The Relentless Art of Meddling for Pulmonary Airway Segmentation from HRCT via a Human-AI Collaboration Based Active Learning Method Shiyi Wang Yang Nan Sheng Zhang Federico Felder Xiaodan Xing Yingying Fang Javier Del Ser Simon L F Walsh Guang Yang 28 3 0 03 Jul 2024
LMBF-Net: A Lightweight Multipath Bidirectional Focal Attention Network for Multifeatures Segmentation Tariq M Khan Shahzaib Iqbal Syed S. Naqvi Imran Razzak Erik H. W. Meijering 34 5 0 03 Jul 2024
EFCNet: Every Feature Counts for Small Medical Object Segmentation Lingjie Kong Qiaoling Wei Chengming Xu Han Chen Yanwei Fu 28 0 0 26 Jun 2024
Benchmarking Retinal Blood Vessel Segmentation Models for Cross-Dataset and Cross-Disease Generalization Jeremiah Fadugba Patrick Köhler Lisa M. Koch P. Manescu Philipp Berens 41 0 0 21 Jun 2024
Skip and Skip: Segmenting Medical Images with Prompts Jiawei Chen Dingkang Yang Yuxuan Lei Lihua Zhang MedIm 33 0 0 21 Jun 2024
U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation Chenxin Li Xinyu Liu W. J. Li Cheng Wang Hengyu Liu Yifan Liu Zhen Chen Yixuan Yuan MedIm DiffM SSeg 46 116 0 05 Jun 2024
Image-level Regression for Uncertainty-aware Retinal Image Segmentation Trung Dang Huy Hoang Nguyen A. Tiulpin UQCV 41 0 0 27 May 2024
Modality-agnostic Domain Generalizable Medical Image Segmentation by Multi-Frequency in Multi-Scale Attention Ju-Hyeon Nam Nur Suriza Syazwany Su Jung Kim Sang-Chul Lee MedIm 29 6 0 10 May 2024
CNN-based explanation ensembling for dataset, representation and explanations evaluation Weronika Hryniewska-Guzik Luca Longo P. Biecek FAtt 45 0 0 16 Apr 2024
Weakly-Supervised Learning via Multi-Lateral Decoder Branching for Tool Segmentation in Robot-Assisted Cardiovascular Catheterization O. Omisore T. Akinyemi Anh Nguyen Lei Wang 33 0 0 11 Apr 2024
A comparative analysis of deep learning models for lung segmentation on X-ray images Weronika Hryniewska-Guzik Jakub Bilski Bartosz Chrostowski Jakub Drak Sbahi P. Biecek 39 3 0 09 Apr 2024
Clustering Propagation for Universal Medical Image Segmentation Yuhang Ding Liulei Li Wenguan Wang Yi Yang 38 9 0 25 Mar 2024
Innovative Quantitative Analysis for Disease Progression Assessment in Familial Cerebral Cavernous Malformations Ruige Zong Tao Wang Chunwang Li Xinlin Zhang Yuanbin Chen ... Qixuan Li Qinquan Gao Dezhi Kang Fuxin Lin Tong Tong 23 0 0 23 Mar 2024
A2DMN: Anatomy-Aware Dilated Multiscale Network for Breast Ultrasound Semantic Segmentation Kyle Lucke Aleksandar Vakanski Min Xian 29 2 0 22 Mar 2024
LightM-UNet: Mamba Assists in Lightweight UNet for Medical Image Segmentation Weibin Liao Yinghao Zhu Xinyuan Wang Cehngwei Pan Yasha Wang Liantao Ma Mamba 43 65 0 08 Mar 2024
A Comprehensive Survey of Convolutions in Deep Learning: Applications, Challenges, and Future Trends Abolfazl Younesi Mohsen Ansari Mohammadamin Fazli A. Ejlali Muhammad Shafique Joerg Henkel 3DV 47 44 0 23 Feb 2024
Make it more specific: A novel uncertainty based airway segmentation application on 3D U-Net and its variants Shiyi Wang Yang Nan Federico N. Felder Sheng Zhang Simon Walsh Guang Yang 3DPC 25 1 0 12 Feb 2024
PMFSNet: Polarized Multi-scale Feature Self-attention Network For Lightweight Medical Image Segmentation Jiahui Zhong Wenhong Tian Yuanlun Xie Zhijia Liu Jie Ou Taoran Tian Lei Zhang 23 6 0 15 Jan 2024
Scout-Net: Prospective Personalized Estimation of CT Organ Doses from Scout Views A. Imran Sen Wang Debashish Pal Sandeep Dutta Bhavik Patel Evan Zucker Adam S. Wang 14 3 0 23 Dec 2023
VSR-Net: Vessel-like Structure Rehabilitation Network with Graph Clustering Haili Ye Xiaoqing Zhang Yan Hu Huazhu Fu Jiang-Dong Liu 40 4 0 20 Dec 2023
FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heterogeneous Annotation Noise Nannan Wu Zhaobin Sun Zengqiang Yan Li Yu FedML 25 11 0 20 Dec 2023
Cataract-1K: Cataract Surgery Dataset for Scene Segmentation, Phase Recognition, and Irregularity Detection Negin Ghamsarian Y. El-Shabrawi Sahar Nasirihaghighi Doris Putzgruber-Adamitsch M. Zinkernagel Sebastian Wolf Klaus Schoeffmann Raphael Sznitman 24 6 0 11 Dec 2023
Predicting Postoperative Intraocular Lens Dislocation in Cataract Surgery via Deep Learning Negin Ghamsarian Doris Putzgruber-Adamitsch Stephanie Sarny Raphael Sznitman Klaus Schoeffmann Y. El-Shabrawi 14 3 0 06 Dec 2023
SegVol: Universal and Interactive Volumetric Medical Image Segmentation Yuxin Du Fan Bai Tiejun Huang Bo-Lu Zhao VLM 36 38 0 22 Nov 2023