Shallow Attention Network for Polyp Segmentation

2 August 2021

Papers citing "Shallow Attention Network for Polyp Segmentation"

50 / 89 papers shown

Title
Influence Functions for Efficient Data Selection in Reasoning Prateek Humane Paolo Cudrano Daniel Z Kaplan Matteo Matteucci Supriyo Chakraborty Irina Rish LRM 78 0 0 07 Oct 2025
Enhancing Polyp Segmentation via Encoder Attention and Dynamic Kernel Update Fatemeh Salahi Chashmi Roya Sotoudeh MedIm 44 0 0 27 Sep 2025
Adaptively Distilled ControlNet: Accelerated Training and Superior Sampling for Medical Image SynthesisInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025 Kunpeng Qiu Zhiying Zhou Yongxin Guo MedIm 78 1 0 31 Jul 2025
Frequency Prior Guided Matching: A Data Augmentation Approach for Generalizable Semi-Supervised Polyp Segmentation Haoran Xi Chen Liu Xiaolin Li 68 0 0 30 Jul 2025
CL-Polyp: A Contrastive Learning-Enhanced Network for Accurate Polyp Segmentation Desheng Li Chaoliang Liu Zhiyong Xiao 145 0 0 09 Jul 2025
Noise-Consistent Siamese-Diffusion for Medical Image Synthesis and SegmentationComputer Vision and Pattern Recognition (CVPR), 2025 Kunpeng Qiu Zhiqiang Gao Zhiying Zhou Mingjie Sun Yongxin Guo MedIm 389 14 0 09 May 2025
Topo-VM-UNetV2: Encoding Topology into Vision Mamba UNet for Polyp Segmentation Diego Adame Jose Angel Nuñez Fabian Vazquez Nayeli Gurrola Huimin Li Haoteng Tang Bin Fu Pengfei Gu Mamba 228 2 0 09 May 2025
Catheter Detection and Segmentation in X-ray Images via Multi-task LearningInternational Journal of Computer Assisted Radiology and Surgery (IJCARS), 2025 Lin Xi Yingliang Ma Ethan Koland Sandra Howell Aldo Rinaldi Kawal S. Rhode 184 1 0 04 Mar 2025
PolypFlow: Reinforcing Polyp Segmentation with Flow-Driven Dynamics Pu Wang Huaizhi Ma Zhihua Zhang Zhuoran Zheng AI4CE 253 0 0 26 Feb 2025
A Survey on Deep Learning for Polyp Segmentation: Techniques, Challenges and Future Trends Jiaxin Mei Tao Zhou Kaiwen Huang Yizhe Zhang Yi Zhou Ye Wu Huazhu Fu 586 40 0 20 Jan 2025
MARIO: A Mixed Annotation Framework For Polyp SegmentationIEEE International Symposium on Biomedical Imaging (ISBI), 2025 Haoyang Li Yihan Hu Jun Wei Zhen Li 179 0 0 19 Jan 2025
Merging Context Clustering with Visual State Space Models for Medical Image SegmentationIEEE Transactions on Medical Imaging (IEEE TMI), 2025 Yun Zhu Dong Zhang Yi Lin Yifei Feng Jinhui Tang Mamba 191 10 0 03 Jan 2025
First-frame Supervised Video Polyp Segmentation via Propagative and Semantic Dual-teacher NetworkIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Qiang Hu Mei Liu Qiang Li Zhiwei Wang 196 2 0 21 Dec 2024
SAM-Mamba: Mamba Guided SAM Architecture for Generalized Zero-Shot Polyp SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Tapas Kumar Dutta Snehashis Majhi Deepak Ranjan Nayak Debesh Jha Mamba 214 8 0 11 Dec 2024
A Lightweight U-like Network Utilizing Neural Memory Ordinary Differential Equations for Slimming the DecoderInternational Joint Conference on Artificial Intelligence (IJCAI), 2024 Quansong He Xiaojun Yao Jun Wu Zhang Yi Tao He 214 6 0 09 Dec 2024
DPE-Net: Dual-Parallel Encoder Based Network for Semantic Segmentation of PolypsIEEE International Conference on Signal and Image Processing (ICSIP), 2024 Malik Abdul Manan Feng Jinchao Shahzad Ahmed Abdul Raheem 194 2 0 01 Dec 2024
COMPrompter: reconceptualized segment anything model with multiprompt network for camouflaged object detectionScience China Information Sciences (Sci. China Inf. Sci.), 2024 Xiaoqin Zhang Zhenni Yu Li Zhao Deng-Ping Fan Guobao Xiao VLM 227 11 0 28 Nov 2024
Polyp-E: Benchmarking the Robustness of Deep Segmentation Models via Polyp EditingIEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024 Runpu Wei Zijin Yin Kongming Liang Min Min Changzai Pan Gang Yu Haonan Huang Yan Liu Tianhao Shen 175 0 0 22 Oct 2024
Frontiers in Intelligent Colonoscopy Ge-Peng Ji Jingyi Liu Peng Xu Nick Barnes Fahad Shahbaz Khan Salman Khan Deng-Ping Fan 320 10 0 22 Oct 2024
HiFiSeg: High-Frequency Information Enhanced Polyp Segmentation with Global-Local Vision TransformerIEEE Access (IEEE Access), 2024 Jingjing Ren Xiaoyong Zhang Lina Zhang 214 1 0 03 Oct 2024
Med-TTT: Vision Test-Time Training model for Medical Image Segmentation Jiashu Xu ViT LM&MA MedIm 145 2 0 03 Oct 2024
Polyp-SES: Automatic Polyp Segmentation with Self-Enriched Semantic ModelAsian Conference on Computer Vision (ACCV), 2024 Quang Vinh Nguyen Thanh Hoang Son Vo Sae-Ryung Kang Soo-Hyung Kim 191 1 0 02 Oct 2024
TransResNet: Integrating the Strengths of ViTs and CNNs for High Resolution Medical Image Segmentation via Feature GraftingBritish Machine Vision Conference (BMVC), 2024 Muhammad Hamza Sharif Dmitry Demidov Asif Hanif Mohammad Yaqub Min Xu ViT MedIm 113 2 0 01 Oct 2024
Universal Medical Image Representation Learning with Compositional Decoders Kaini Wang Ling Yang Siping Zhou Guangquan Zhou Wentao Zhang Bin Cui Shuo Li SSL MedIm 246 1 0 30 Sep 2024
Shape-intensity knowledge distillation for robust medical image segmentation Wenhui Dong Bo Du Yongchao Xu 192 4 0 26 Sep 2024
MixPolyp: Integrating Mask, Box and Scribble Supervision for Enhanced Polyp SegmentationIEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024 Yiwen Hu Jun Wei Yuncheng Jiang Haoyang Li Shuguang Cui Zhen Li Song Wu 89 0 0 25 Sep 2024
PSTNet: Enhanced Polyp Segmentation with Multi-scale Alignment and Frequency Domain IntegrationIEEE journal of biomedical and health informatics (IEEE JBHI), 2024 Wenhao Xu Rongtao Xu Changwei Wang Xiuli Li Shibiao Xu Li Guo 240 13 0 13 Sep 2024
SAM-SP: Self-Prompting Makes SAM Great Again Chunpeng Zhou Kangjie Ning Qianqian Shen Sheng Zhou Zhi Yu Haishuai Wang VLM 155 9 0 22 Aug 2024
HMT-UNet: A hybird Mamba-Transformer Vision UNet for Medical Image Segmentation Mingya Zhang Zhihao Chen Yiyuan Ge Xianping Tao Mamba 196 8 0 21 Aug 2024
Towards a Benchmark for Colorectal Cancer Segmentation in Endorectal Ultrasound Videos: Dataset and Model DevelopmentInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024 Yuncheng Jiang Yiwen Hu Zixun Zhang Jun Wei Chun-Mei Feng Xuemei Tang Xiang Wan Yong Liu Shuguang Cui Zhen Li 100 2 0 19 Aug 2024
SAM2-UNet: Segment Anything 2 Makes Strong Encoder for Natural and Medical Image Segmentation Xinyu Xiong Zihuang Wu Shuangyi Tan Wenxue Li Feilong Tang Ying Chen Siying Li Jie Ma Guanbin Li VLM 180 76 0 16 Aug 2024
Polyp SAM 2: Advancing Zero shot Polyp Segmentation in Colorectal Cancer DetectionInternational Conferences on Human-Machine Systems (ICCHS), 2024 Mobina Mansoori Sajjad Shahabodini J. Abouei Konstantinos N. Plataniotis Arash Mohammadi MedIm 359 11 0 12 Aug 2024
Polyp segmentation in colonoscopy images using DeepLabV3++ A. Muzahidul Islam Sadia Shakiba Bhuiyan Mysun Mashira Md. Rayhan Ahmed Salekul Islam Swakkhar Shatabda 274 4 0 27 Jul 2024
HilbertMamba: Local-Global Reciprocal Network for Uterine Fibroid Segmentation in Ultrasound Videos Huihui Xu Yijun Yang Angelica I Aviles-Rivero Guang Yang J. Qin Lei Zhu 172 4 0 08 Jul 2024
ASPS: Augmented Segment Anything Model for Polyp Segmentation Huiqian Li Xiaoxu Feng Jieru Yao Longfei Han Zhongyu Li Jiawei Han 218 26 0 30 Jun 2024
SALI: Short-term Alignment and Long-term Interaction Network for Colonoscopy Video Polyp SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024 Qiang Hu Zhenyu Yi Ying Zhou Fang Peng Mei Liu Qiang Li Zhiwei Wang 155 9 0 19 Jun 2024
SSTFB: Leveraging self-supervised pretext learning and temporal self-attention with feature branching for real-time video polyp segmentation Ziang Xu J. Rittscher Sharib Ali 183 1 0 14 Jun 2024
Adaptation of Distinct Semantics for Uncertain Areas in Polyp Segmentation Quang Vinh Nguyen V. Huynh Soo-Hyung Kim 130 7 0 13 May 2024
HC-Mamba: Vision MAMBA with Hybrid Convolutional Techniques for Medical Image Segmentation Jiashu Xu Mamba 216 21 0 08 May 2024
MonoBox: Tightness-free Box-supervised Polyp Segmentation using Monotonicity Constraint Qiang Hu Zhenyu Yi Ying Zhou Ting Li Fan Huang Mei Liu Qiang Li Zhiwei Wang 249 5 0 01 Apr 2024
MugenNet: A Novel Combined Convolution Neural Network and Transformer Network with its Application for Colonic Polyp Image Segmentation Chen Peng Zhiqin Qian Kunyu Wang Qi Luo Zhuming Bi Wenjun Zhang ViT MedIm 176 0 0 31 Mar 2024
Multi-Layer Dense Attention Decoder for Polyp Segmentation Krushi Patel Fengjun Li Guanghui Wang ViT MedIm 246 5 0 27 Mar 2024
VM-UNET-V2 Rethinking Vision Mamba UNet for Medical Image Segmentation Mingya Zhang Yue Yu Limei Gu Tingsheng Lin Xianping Tao Mamba 157 87 0 14 Mar 2024
PolypNextLSTM: A lightweight and fast polyp video segmentation network using ConvNext and ConvLSTM Debayan Bhattacharya Konrad Reuter F. Behrendt Lennart Maack S. Grube Alexander Schlaefer 252 4 0 18 Feb 2024
VM-UNet: Vision Mamba UNet for Medical Image Segmentation Jiacheng Ruan Suncheng Xiang Mamba 246 522 0 04 Feb 2024
Polyp-DAM: Polyp segmentation via depth anything model Zhuoran Zheng Chen Henry Wu Wei Wang Yeying Jin Xiuyi Jia VLM 150 6 0 03 Feb 2024
MAST: Video Polyp Segmentation with a Mixture-Attention Siamese Transformer Geng Chen Junqing Yang Xiaozhou Pu Ge-Peng Ji Huan Xiong Yongsheng Pan Hengfei Cui Yong-quan Xia MedIm ViT 170 2 0 23 Jan 2024
Colorectal Polyp Segmentation in the Deep Learning Era: A Comprehensive Survey Zhenyu Wu Fengmao Lv Chenglizhao Chen Aimin Hao Shuo Li ELM 201 18 0 22 Jan 2024
RTA-Former: Reverse Transformer Attention for Polyp SegmentationAnnual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2024 Zhikai Li Murong Yi A. Uneri Sihan Niu Craig Jones ViT MedIm 132 3 0 22 Jan 2024
Learning Multi-axis Representation in Frequency Domain for Medical Image Segmentation Jiacheng Ruan Jingsheng Gao Mingye Xie Suncheng Xiang 160 13 0 28 Dec 2023