TGANet: Text-guided attention for improved polyp segmentation

9 May 2022

Nikhil Kumar Tomar

Debesh Jha

Ulas Bagci

Sharib Ali

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Papers citing "TGANet: Text-guided attention for improved polyp segmentation"

40 / 40 papers shown

Title
FocusNet: Transformer-enhanced Polyp Segmentation with Local and Pooling Attention Jun Zeng KC Santosh Deepak Rajan Nayak Thomas de Lange Jonas Varkey Tyler Berzin Debesh Jha ViT MedIm 38 0 0 18 Apr 2025
STPNet: Scale-aware Text Prompt Network for Medical Image Segmentation Dandan Shan Zihan Li Yunxiang Li Qingde Li Jie Tian Qingqi Hong MedIm 35 0 0 02 Apr 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
CausalCLIPSeg: Unlocking CLIP's Potential in Referring Medical Image Segmentation with Causal Intervention Yaxiong Chen Minghong Wei Zixuan Zheng Jingliang Hu Yilei Shi Shengwu Xiong Xiao Xiang Zhu Lichao Mou MedIm 46 0 0 20 Mar 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 153 12 0 20 Jan 2025
A Prototype Unit for Image De-raining using Time-Lapse Data Jaehoon Cho Minjung Yoo Jini Yang Sunok Kim 44 0 0 27 Dec 2024
Language-guided Medical Image Segmentation with Target-informed Multi-level Contrastive Alignments Mingjian Li Mingyuan Meng Shuchang Ye David Dagan Feng Lei Bi Jinman Kim 84 0 0 18 Dec 2024
DuSSS: Dual Semantic Similarity-Supervised Vision-Language Model for Semi-Supervised Medical Image Segmentation Qingtao Pan Wenhao Qiao Jingjiao Lou Bing Ji Shuo Li VLM 80 0 0 17 Dec 2024
Multi-scale and Multi-path Cascaded Convolutional Network for Semantic Segmentation of Colorectal Polyps M. A. Manan Feng Jinchao Muhammad Yaqub Shahzad Ahmed Syed Muhammad Ali Imran Imran Shabir Chuhan Haroon Ahmed Khan 99 3 0 03 Dec 2024
MulModSeg: Enhancing Unpaired Multi-Modal Medical Image Segmentation with Modality-Conditioned Text Embedding and Alternating Training Chengyin Li Hui Zhu Rafi Ibn Sultan H. Bagher-Ebadian Prashant Khanduri Chetty Indrin Kundan Thind Dongxiao Zhu MedIm 80 1 0 23 Nov 2024
TexLiverNet: Leveraging Medical Knowledge and Spatial-Frequency Perception for Enhanced Liver Tumor Segmentation Xiaoyan Jiang Zhi Zhou HaiLing Wang Guozhong Wang ZhiJun Fang MedIm 50 0 0 07 Nov 2024
Frontiers in Intelligent Colonoscopy Ge-Peng Ji Jingyi Liu Peng-Tao Xu Nick Barnes F. Khan Salman Khan Deng-Ping Fan 43 4 0 22 Oct 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 34 3 0 13 Sep 2024
EndoOmni: Zero-Shot Cross-Dataset Depth Estimation in Endoscopy by Robust Self-Learning from Noisy Labels Qingyao Tian Zhen Chen Huai Liao Xinyan Huang Lujie Li Sebastien Ourselin Hongbin Liu 95 1 0 09 Sep 2024
TG-LMM: Enhancing Medical Image Segmentation Accuracy through Text-Guided Large Multi-Modal Model Yihao Zhao Enhao Zhong Cuiyun Yuan Yang Li Man Zhao Chunxia Li Jun Hu Chenbin Liu VLM MedIm 45 0 0 05 Sep 2024
Language-guided Scale-aware MedSegmentor for Lesion Segmentation in Medical Imaging Shuyi Ouyang Jinyang Zhang Xiangye Lin Xilai Wang Qingqing Chen Yen-Wei Chen Lanfen Lin VLM 30 0 0 30 Aug 2024
Transformer-Enhanced Iterative Feedback Mechanism for Polyp Segmentation Nikhil Kumar Tomar Debesh Jha Koushik Biswas Tyler M. Berzin Rajesh N. Keswani Michael B. Wallace Ulas Bagci MedIm 43 0 0 25 Aug 2024
PolypDB: A Curated Multi-Center Dataset for Development of AI Algorithms in Colonoscopy Debesh Jha Nikhil Kumar Tomar Vanshali Sharma Quoc-Huy Trinh Koushik Biswas ... P. Schmidt Enrik Geissler Michael A. Riegler Thomas de Lange Michael A. Riegler 27 4 0 19 Aug 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 27 1 0 14 Jun 2024
EPPS: Advanced Polyp Segmentation via Edge Information Injection and Selective Feature Decoupling Mengqi Lei Xin Wang 42 6 0 20 May 2024
Optimizing Universal Lesion Segmentation: State Space Model-Guided Hierarchical Networks with Feature Importance Adjustment Kazi Shahriar Sanjid Md. Tanzim Hossain Md. Shakib Shahariar Junayed M. M. Uddin Mamba 43 2 0 26 Apr 2024
Cross-Modal Conditioned Reconstruction for Language-guided Medical Image Segmentation Xiaoshuang Huang Hongxiang Li Meng Cao Long Chen Chenyu You Dong An VLM 41 5 0 03 Apr 2024
ProMamba: Prompt-Mamba for polyp segmentation Jianhao Xie Ruofan Liao Ziang Zhang Sida Yi Yuesheng Zhu Guibo Luo Mamba 19 13 0 20 Mar 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 48 2 0 23 Jan 2024
Concealed Object Segmentation with Hierarchical Coherence Modeling Fengyang Xiao Pan Zhang Chunming He Runze Hu Yutao Liu 37 8 0 22 Jan 2024
Colorectal Polyp Segmentation in the Deep Learning Era: A Comprehensive Survey Zhenyu Wu Fengmao Lv Chenglizhao Chen Aimin Hao Shuo Li ELM 33 10 0 22 Jan 2024
RetSeg: Retention-based Colorectal Polyps Segmentation Network Khaled Elkarazle V. Raman Caslon Chua P. Then MedIm ViT 30 1 0 09 Oct 2023
Edge-aware Feature Aggregation Network for Polyp Segmentation Tao Zhou Yizhe Zhang Geng Chen Yi Zhou Ye Wu Deng-Ping Fan 128 6 0 19 Sep 2023
Exploring Transfer Learning in Medical Image Segmentation using Vision-Language Models K. Poudel Manish Dhakal Prasiddha Bhandari Rabin Adhikari Safal Thapaliya Bishesh Khanal VLM 30 17 0 15 Aug 2023
Prototype Learning for Out-of-Distribution Polyp Segmentation Nikhil Kumar Tomar Debesh Jha Ulas Bagci OOD 29 0 0 07 Aug 2023
WeakPolyp: You Only Look Bounding Box for Polyp Segmentation JunChao Wei Yiwen Hu Shuguang Cui S.Kevin Zhou Zhen Li 34 18 0 20 Jul 2023
TransRUPNet for Improved Polyp Segmentation Debesh Jha Nikhil Kumar Tomar Debayan Bhattacharya Ulas Bagci ViT MedIm 25 0 0 03 Jun 2023
Bi-VLGM : Bi-Level Class-Severity-Aware Vision-Language Graph Matching for Text Guided Medical Image Segmentation Wenting Chen Jie Liu Yixuan Yuan VLM 39 3 0 20 May 2023
Coarse-to-Fine Covid-19 Segmentation via Vision-Language Alignment Dandan Shan Zihan Li Wentao Chen Qingde Li Jie Tian Qingqi Hong 19 8 0 01 Mar 2023
RUPNet: Residual upsampling network for real-time polyp segmentation Nikhil Kumar Tomar Ulas Bagci Debesh Jha MedIm 17 1 0 06 Jan 2023
LViT: Language meets Vision Transformer in Medical Image Segmentation Zihan Li Yunxiang Li Qingde Li Puyang Wang Dazhou Guo Le Lu D. Jin You Zhang Qingqi Hong VLM MedIm 59 134 0 29 Jun 2022
TransResU-Net: Transformer based ResU-Net for Real-Time Colonoscopy Polyp Segmentation Nikhil Kumar Tomar Annie Shergill Brandon Rieders Ulas Bagci Debesh Jha ViT MedIm 30 28 0 17 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 21 63 0 02 Jun 2022
Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers B. Dong Wenhai Wang Deng-Ping Fan Jinpeng Li Huazhu Fu Ling Shao ViT MedIm 31 314 0 16 Aug 2021
NeoUNet: Towards accurate colon polyp segmentation and neoplasm detection P. N. Lan N. S. An D. V. Hang D. Long T. Trung N. T. Thuy D. V. Sang 130 69 0 11 Jul 2021