Shallow Attention Network for Polyp Segmentation

2 August 2021

Papers citing "Shallow Attention Network for Polyp Segmentation"

50 / 84 papers shown

Title
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 35 0 0 09 May 2025
Noise-Consistent Siamese-Diffusion for Medical Image Synthesis and Segmentation Kunpeng Qiu Zhiqiang Gao Zhiying Zhou Mingjie Sun Yongxin Guo MedIm 44 0 0 09 May 2025
Catheter Detection and Segmentation in X-ray Images via Multi-task Learning Lin Xi Yingliang Ma Ethan Koland Sandra Howell Aldo Rinaldi Kawal S. Rhode 69 0 0 04 Mar 2025
PolypFlow: Reinforcing Polyp Segmentation with Flow-Driven Dynamics Pu Wang Huaizhi Ma Zhihua Zhang Zhuoran Zheng AI4CE 47 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 162 13 0 20 Jan 2025
MARIO: A Mixed Annotation Framework For Polyp Segmentation Haoyang Li Yihan Hu Jun Wei Zhen Li 47 0 0 19 Jan 2025
Merging Context Clustering with Visual State Space Models for Medical Image Segmentation Yun Zhu Dong Zhang Yi-Mou Lin Yifei Feng Jinhui Tang Mamba 39 1 0 03 Jan 2025
First-frame Supervised Video Polyp Segmentation via Propagative and Semantic Dual-teacher Network Qiang Hu Mei Liu Qiang Li Zhiwei Wang 85 0 0 21 Dec 2024
SAM-Mamba: Mamba Guided SAM Architecture for Generalized Zero-Shot Polyp Segmentation Tapas Kumar Dutta Snehashis Majhi Deepak Ranjan Nayak Debesh Jha Mamba 97 0 0 11 Dec 2024
A Lightweight U-like Network Utilizing Neural Memory Ordinary Differential Equations for Slimming the Decoder Quansong He Xiaojun Yao Jun Wu Zhang Yi Tao He 93 2 0 09 Dec 2024
DPE-Net: Dual-Parallel Encoder Based Network for Semantic Segmentation of Polyps Malik Abdul Manan Feng Jinchao Shahzad Ahmed Abdul Raheem 60 1 0 01 Dec 2024
COMPrompter: reconceptualized segment anything model with multiprompt network for camouflaged object detection Xiaoqin Zhang Zhenni Yu Li Zhao Deng-Ping Fan Guobao Xiao VLM 72 0 0 28 Nov 2024
Polyp-E: Benchmarking the Robustness of Deep Segmentation Models via Polyp Editing Runpu Wei Zijin Yin Kongming Liang Min Min Changzai Pan Gang Yu Haonan Huang Yan Liu Zejun Ma 33 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 49 4 0 22 Oct 2024
HiFiSeg: High-Frequency Information Enhanced Polyp Segmentation with Global-Local Vision Transformer Jingjing Ren Xiaoyong Zhang Lina Zhang 31 0 0 03 Oct 2024
Med-TTT: Vision Test-Time Training model for Medical Image Segmentation Jiashu Xu ViT LM&MA MedIm 35 0 0 03 Oct 2024
Polyp-SES: Automatic Polyp Segmentation with Self-Enriched Semantic Model Quang Vinh Nguyen Thanh Hoang Son Vo Sae-Ryung Kang Soo-Hyung Kim 33 0 0 02 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
Universal Medical Image Representation Learning with Compositional Decoders Kaini Wang Ling Yang Siping Zhou Guangquan Zhou Wentao Zhang Bin Cui Shuo Li SSL MedIm 36 0 0 30 Sep 2024
Shape-intensity knowledge distillation for robust medical image segmentation Wenhui Dong Bo Du Yongchao Xu 36 0 0 26 Sep 2024
MixPolyp: Integrating Mask, Box and Scribble Supervision for Enhanced Polyp Segmentation Yiwen Hu Jun Wei Yuncheng Jiang Haoyang Li Shuguang Cui Zhen Li Song Wu 26 0 0 25 Sep 2024
PSTNet: Enhanced Polyp Segmentation with Multi-scale Alignment and Frequency Domain Integration Wenhao Xu Rongtao Xu Changwei Wang Xiuli Li Shibiao Xu Li Guo 40 4 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 41 1 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 63 3 0 21 Aug 2024
Towards a Benchmark for Colorectal Cancer Segmentation in Endorectal Ultrasound Videos: Dataset and Model Development Yuncheng Jiang Yiwen Hu Zixun Zhang Jun Wei Chun-Mei Feng Xuemei Tang Xiang Wan Yong Liu Shuguang Cui Zhen Li 36 0 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 48 23 0 16 Aug 2024
Polyp SAM 2: Advancing Zero shot Polyp Segmentation in Colorectal Cancer Detection Mobina Mansoori Sajjad Shahabodini J. Abouei Konstantinos N. Plataniotis Arash Mohammadi MedIm 48 5 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 54 2 0 27 Jul 2024
LGRNet: Local-Global Reciprocal Network for Uterine Fibroid Segmentation in Ultrasound Videos Huihui Xu Yijun Yang Angelica I Aviles-Rivero Guang Yang Jing Qin Lei Zhu 45 4 0 08 Jul 2024
ASPS: Augmented Segment Anything Model for Polyp Segmentation Huiqian Li Dingwen Zhang Jieru Yao Longfei Han Zhongyu Li Jiawei Han 53 10 0 30 Jun 2024
SALI: Short-term Alignment and Long-term Interaction Network for Colonoscopy Video Polyp Segmentation Qiang Hu Zhenyu Yi Ying Zhou Fang Peng Mei Liu Qiang Li Zhiwei Wang 35 2 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 29 1 0 14 Jun 2024
Adaptation of Distinct Semantics for Uncertain Areas in Polyp Segmentation Quang Vinh Nguyen V. Huynh Soo-Hyung Kim 32 3 0 13 May 2024
HC-Mamba: Vision MAMBA with Hybrid Convolutional Techniques for Medical Image Segmentation Jiashu Xu Mamba 40 9 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 38 1 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 49 0 0 31 Mar 2024
Multi-Layer Dense Attention Decoder for Polyp Segmentation Krushi Patel Fengjun Li Guanghui Wang ViT MedIm 39 3 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 61 45 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 35 2 0 18 Feb 2024
VM-UNet: Vision Mamba UNet for Medical Image Segmentation Jiacheng Ruan Suncheng Xiang Mamba 81 258 0 04 Feb 2024
Polyp-DAM: Polyp segmentation via depth anything model Zhuoran Zheng Chen Henry Wu Wei Wang Yeying Jin Xiuyi Jia VLM 30 5 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 51 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 36 10 0 22 Jan 2024
RTA-Former: Reverse Transformer Attention for Polyp Segmentation Zhikai Li Murong Yi A. Uneri Sihan Niu Craig Jones ViT MedIm 30 1 0 22 Jan 2024
Learning Multi-axis Representation in Frequency Domain for Medical Image Segmentation Jiacheng Ruan Jingsheng Gao Mingye Xie Suncheng Xiang 22 2 0 28 Dec 2023
Dual-scale Enhanced and Cross-generative Consistency Learning for Semi-supervised Polyp Segmentation Yunqi Gu Tao Zhou Yizhe Zhang Yi Zhou Kelei He Chen Gong Huazhu Fu 43 4 0 26 Dec 2023
Polyper: Boundary Sensitive Polyp Segmentation Hao Shao Yang Zhang Qibin Hou 21 10 0 14 Dec 2023
U-Net v2: Rethinking the Skip Connections of U-Net for Medical Image Segmentation Yao Peng Milan Sonka Danny Z. Chen SSeg 20 42 0 29 Nov 2023
ScribblePolyp: Scribble-Supervised Polyp Segmentation through Dual Consistency Alignment Zixun Zhang Yuncheng Jiang JunChao Wei Hannah Cui Zhen Li 28 0 0 09 Nov 2023
Acquiring Weak Annotations for Tumor Localization in Temporal and Volumetric Data Yu-Cheng Chou Bowen Li Deng-Ping Fan Alan Yuille Zongwei Zhou MedIm 39 5 0 23 Oct 2023