Kvasir-SEG: A Segmented Polyp Dataset

16 November 2019

Debesh Jha

Michael A. Riegler

Papers citing "Kvasir-SEG: A Segmented Polyp Dataset"

50 / 349 papers shown

Title
Vivim: a Video Vision Mamba for Medical Video Object Segmentation Yijun Yang Zhaohu Xing Chunwang Huang Lei Zhu 27 36 0 25 Jan 2024
ProCNS: Progressive Prototype Calibration and Noise Suppression for Weakly-Supervised Medical Image Segmentation Y. Liu L. Lin K. Wong X. Tang 40 2 0 25 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
Harmonized Spatial and Spectral Learning for Robust and Generalized Medical Image Segmentation Vandan Gorade Sparsh Mittal Debesh Jha Rekha Singhal Ulas Bagci 46 3 0 18 Jan 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
A Study on Self-Supervised Pretraining for Vision Problems in Gastrointestinal Endoscopy Edward Sanderson B. Matuszewski 25 2 0 11 Jan 2024
Segment Anything Model for Medical Image Segmentation: Current Applications and Future Directions Yichi Zhang Zhenrong Shen Rushi Jiao VLM MedIm 38 114 0 07 Jan 2024
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 48 4 0 26 Dec 2023
Gradient-based Parameter Selection for Efficient Fine-Tuning Zhi Zhang Qizhe Zhang Zijun Gao Renrui Zhang Ekaterina Shutova Shiji Zhou Shanghang Zhang 35 15 0 15 Dec 2023
KDAS: Knowledge Distillation via Attention Supervision Framework for Polyp Segmentation Quoc-Huy Trinh Minh-Van Nguyen Phuoc-Thao Vo Thi 28 0 0 13 Dec 2023
Improving the Generalization of Segmentation Foundation Model under Distribution Shift via Weakly Supervised Adaptation Haojie Zhang Yongyi Su Xun Xu Kui Jia OOD VLM 42 21 0 06 Dec 2023
Think Twice Before Selection: Federated Evidential Active Learning for Medical Image Analysis with Domain Shifts Jiayi Chen Benteng Ma Hengfei Cui Yong-quan Xia OOD FedML 31 12 0 05 Dec 2023
Each Test Image Deserves A Specific Prompt: Continual Test-Time Adaptation for 2D Medical Image Segmentation Ziyang Chen Yongsheng Pan Yiwen Ye Mengkang Lu Yong-quan Xia OOD VLM MedIm 45 6 0 30 Nov 2023
U-Net v2: Rethinking the Skip Connections of U-Net for Medical Image Segmentation Yao Peng Milan Sonka Danny Z. Chen SSeg 25 42 0 29 Nov 2023
A Region of Interest Focused Triple UNet Architecture for Skin Lesion Segmentation Guoqing Liu Yu Guo Caiying Wu Guoqing Chen Barintag Saheya Qiyu Jin SSeg 31 4 0 21 Nov 2023
SA-Med2D-20M Dataset: Segment Anything in 2D Medical Imaging with 20 Million masks Jin Ye Junlong Cheng Jianpin Chen Zhongying Deng Tian-Xin Li ... Hui Sun Min Zhu Shaoting Zhang Junjun He Yu Qiao VLM MedIm 44 37 0 20 Nov 2023
EviPrompt: A Training-Free Evidential Prompt Generation Method for Segment Anything Model in Medical Images Yinsong Xu Jiaqi Tang Aidong Men Qingchao Chen VLM MedIm 41 6 0 10 Nov 2023
Using DUCK-Net for Polyp Image Segmentation Razvan-Gabriel Dumitru Darius Peteleaza Catalin Craciun SSeg 24 81 0 03 Nov 2023
AnomalyCLIP: Object-agnostic Prompt Learning for Zero-shot Anomaly Detection Qihang Zhou Guansong Pang Yu Tian Shibo He Jiming Chen VLM 47 124 0 29 Oct 2023
G-CASCADE: Efficient Cascaded Graph Convolutional Decoding for 2D Medical Image Segmentation Md Mostafijur Rahman R. Marculescu MedIm 35 34 0 24 Oct 2023
DA-TransUNet: Integrating Spatial and Channel Dual Attention with Transformer U-Net for Medical Image Segmentation Guanqun Sun Yizhi Pan Weikun Kong Zichang Xu Jianhua Ma Teeradaj Racharak Le-Minh Nguyen Junyi Xin ViT MedIm 21 66 0 19 Oct 2023
Generalizing Medical Image Representations via Quaternion Wavelet Networks Luigi Sigillo Eleonora Grassucci A. Uncini Danilo Comminiello MedIm 43 5 0 16 Oct 2023
RetSeg: Retention-based Colorectal Polyps Segmentation Network Khaled Elkarazle V. Raman Caslon Chua P. Then MedIm ViT 45 1 0 09 Oct 2023
Multi-level feature fusion network combining attention mechanisms for polyp segmentation Junzhuo Liu Qiaosong Chen Ye Zhang Zihao Wang Deng Xin Jin Wang 30 20 0 19 Sep 2023
Edge-aware Feature Aggregation Network for Polyp Segmentation Tao Zhou Yizhe Zhang Geng Chen Yi Zhou Ye Wu Deng-Ping Fan 138 7 0 19 Sep 2023
Efficient Polyp Segmentation Via Integrity Learning Ziqiang Chen Kang Wang Yun Liu 25 1 0 15 Sep 2023
Gall Bladder Cancer Detection from US Images with Only Image Level Labels Soumen Basu Ashish Papanai Mayank Gupta Pankaj Gupta Chetan Arora 27 6 0 11 Sep 2023
MEGANet: Multi-Scale Edge-Guided Attention Network for Weak Boundary Polyp Segmentation Nhat-Tan Bui Dinh-Hieu Hoang Quang-Thuc Nguyen Minh-Triet Tran Ngan Le 21 27 0 06 Sep 2023
ArSDM: Colonoscopy Images Synthesis with Adaptive Refinement Semantic Diffusion Models Yuhao Du Yuncheng Jiang Shuangyi Tan Xusheng Wu Qi Dou Zerui Li Guanbin Li Xiang Wan MedIm DiffM 49 27 0 03 Sep 2023
SamDSK: Combining Segment Anything Model with Domain-Specific Knowledge for Semi-Supervised Learning in Medical Image Segmentation Yizhe Zhang Tao Zhou Shuo Wang Ye Wu Pengfei Gu Da Chen 38 10 0 26 Aug 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 35 17 0 15 Aug 2023
Self-Prompting Large Vision Models for Few-Shot Medical Image Segmentation Qi Wu Yuyao Zhang Marawan Elbatel VLM MedIm 37 34 0 15 Aug 2023
Unsupervised Adaptation of Polyp Segmentation Models via Coarse-to-Fine Self-Supervision Jiexiang Wang Chaoqi Chen 22 2 0 13 Aug 2023
Polyp-SAM++: Can A Text Guided SAM Perform Better for Polyp Segmentation? Risab Biswas MedIm 33 22 0 12 Aug 2023
Prototype Learning for Out-of-Distribution Polyp Segmentation Nikhil Kumar Tomar Debesh Jha Ulas Bagci OOD 37 0 0 07 Aug 2023
Towards Discriminative Representation with Meta-learning for Colonoscopic Polyp Re-Identification Suncheng Xiang Qingguo Chen Shilun Cai Chengfeng Zhou C. Cai Sijia Du Yaqi Wang Yunshi Zhong Xiaobo Li 29 1 0 02 Aug 2023
Validating polyp and instrument segmentation methods in colonoscopy through Medico 2020 and MedAI 2021 Challenges Debesh Jha Vanshali Sharma Debapriya Banik Debayan Bhattacharya K. Roy ... Sharib Ali Michael A. Riegler Pål Halvorsen Thomas de Lange Ulas Bagci 32 1 0 30 Jul 2023
ERCPMP: An Endoscopic Image and Video Dataset for Colorectal Polyps Morphology and Pathology M. Forootan Mohsen Rajabnia Ahmad R Mafi Hamed Azhdari Tehrani Erfan Ghadirzadeh Mahziar Setayeshfar Z. Ghaffari Mohammad Tashakoripour M. Zali Hamidreza Bolhasani 6 0 0 28 Jul 2023
Foundational Models Defining a New Era in Vision: A Survey and Outlook Muhammad Awais Muzammal Naseer Salman Khan Rao Muhammad Anwer Hisham Cholakkal M. Shah Ming-Hsuan Yang Fahad Shahbaz Khan VLM 43 119 0 25 Jul 2023
Self-Supervised and Semi-Supervised Polyp Segmentation using Synthetic Data Enric Moreu Eric Arazo Kevin McGuinness Noel E. O'Connor 43 1 0 22 Jul 2023
Joint one-sided synthetic unpaired image translation and segmentation for colorectal cancer prevention Enric Moreu Eric Arazo Kevin McGuinness Noel E. O'Connor MedIm 42 2 0 20 Jul 2023
DVPT: Dynamic Visual Prompt Tuning of Large Pre-trained Models for Medical Image Analysis Along He Kai Wang Zhihong Wang Tao Li Huazhu Fu MedIm 48 3 0 19 Jul 2023
Deep learning for unsupervised domain adaptation in medical imaging: Recent advancements and future perspectives S. Kumari Pravendra Singh OOD 48 29 0 18 Jul 2023
GastroVision: A Multi-class Endoscopy Image Dataset for Computer Aided Gastrointestinal Disease Detection Debesh Jha Vanshali Sharma N. Dasu Nikhil Kumar Tomar Steven Hicks ... P. Das Michael A. Riegler Pål Halvorsen Ulas Bagci Thomas de Lange 26 28 0 16 Jul 2023
RaBiT: An Efficient Transformer using Bidirectional Feature Pyramid Network with Reverse Attention for Colon Polyp Segmentation N. Thuan Nguyen Thi Oanh N. T. Thuy Stuart W. Perry D. V. Sang ViT MedIm 47 5 0 12 Jul 2023
UGCANet: A Unified Global Context-Aware Transformer-based Network with Feature Alignment for Endoscopic Image Analysis Pham Vu Hung N. Manh Nguyen Thi Oanh N. T. Thuy D. V. Sang ViT MedIm 29 3 0 12 Jul 2023
Semi-supervised Domain Adaptive Medical Image Segmentation through Consistency Regularized Disentangled Contrastive Learning Hritam Basak Zhaozheng Yin 27 12 0 06 Jul 2023
UIT-Saviors at MEDVQA-GI 2023: Improving Multimodal Learning with Image Enhancement for Gastrointestinal Visual Question Answering T. M. Thai A. T. Vo Hao K. Tieu Linh Bui T. Nguyen 18 2 0 06 Jul 2023
Transformers in Healthcare: A Survey Subhash Nerella S. Bandyopadhyay Jiaqing Zhang Miguel Contreras Scott Siegel ... Jessica Sena B. Shickel A. Bihorac Kia Khezeli Parisa Rashidi MedIm AI4CE 28 25 0 30 Jun 2023