Kvasir-SEG: A Segmented Polyp Dataset

16 November 2019

Debesh Jha

Michael A. Riegler

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

49 / 349 papers shown

Title
GMSRF-Net: An improved generalizability with global multi-scale residual fusion network for polyp segmentation Abhishek Srivastava S. Chanda Debesh Jha Umapada Pal Sharib Ali MedIm 22 23 0 20 Nov 2021
Fast Camouflaged Object Detection via Edge-based Reversible Re-calibration Network Ge-Peng Ji Lei Zhu Mingchen Zhuge Keren Fu 33 153 0 05 Nov 2021
Explainable Medical Image Segmentation via Generative Adversarial Networks and Layer-wise Relevance Propagation Awadelrahman M. A. Ahmed Leen A. M. Ali GAN MedIm 19 6 0 02 Nov 2021
BI-GCN: Boundary-Aware Input-Dependent Graph Convolution Network for Biomedical Image Segmentation Y. Meng Hongrun Zhang Dongxu Gao Yitian Zhao Xiaoyun Yang Xuesheng Qian Xiaowei Huang Yalin Zheng GNN 19 27 0 27 Oct 2021
Self-Supervised U-Net for Segmenting Flat and Sessile Polyps Debayan Bhattacharya C. Betz D. Eggert Alexander Schlaefer 31 5 0 17 Oct 2021
Towards Robotic Knee Arthroscopy: Multi-Scale Network for Tissue-Tool Segmentation Shahnewaz Ali R. Crawford Frederic Maire Ajay K. Pandey 19 2 0 06 Oct 2021
Double Encoder-Decoder Networks for Gastrointestinal Polyp Segmentation Adrian Galdran G. Carneiro M. A. G. Ballester MedIm 35 27 0 05 Oct 2021
Surgery Scene Restoration for Robot Assisted Minimally Invasive Surgery Shahnewaz Ali Y. Jonmohamadi R. Crawford D. Fontanarosa Ajay K. Pandey 27 3 0 06 Sep 2021
Effect of the output activation function on the probabilities and errors in medical image segmentation Lars Nieradzik G. Scheuermann D. Saur Christina Gillmann SSeg MedIm UQCV 35 6 0 02 Sep 2021
CaraNet: Context Axial Reverse Attention Network for Segmentation of Small Medical Objects Ange Lou Shuyue Guan Hanseok Ko Murray H. Loew 150 193 0 16 Aug 2021
Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers B. Dong Wenhai Wang Deng-Ping Fan Jinpeng Li Huazhu Fu Ling Shao ViT MedIm 31 316 0 16 Aug 2021
Automatic Polyp Segmentation via Multi-scale Subtraction Network Xiaoqi Zhao Lihe Zhang Huchuan Lu MedIm 16 220 0 11 Aug 2021
Improving Aleatoric Uncertainty Quantification in Multi-Annotated Medical Image Segmentation with Normalizing Flows M. Valiuddin Christiaan G. A. Viviers R. V. Sloun Peter H. N. de With Fons van der Sommen UQCV 20 17 0 04 Aug 2021
Shallow Attention Network for Polyp Segmentation JunChao Wei Yiwen Hu Ruimao Zhang Zhen Li S.Kevin Zhou Shuguang Cui 26 263 0 02 Aug 2021
A Comprehensive Study on Colorectal Polyp Segmentation with ResUNet++, Conditional Random Field and Test-Time Augmentation Debesh Jha P. Smedsrud Dag Johansen Thomas de Lange H. Johansen Pål Halvorsen Michael A. Riegler 29 222 0 26 Jul 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 138 69 0 11 Jul 2021
UACANet: Uncertainty Augmented Context Attention for Polyp Segmentation Taehun Kim Hyemin Lee Daijin Kim EgoV 30 251 0 06 Jul 2021
DS-TransUNet:Dual Swin Transformer U-Net for Medical Image Segmentation Ai-Jun Lin Bingzhi Chen Jiayu Xu Zheng-Wei Zhang Guangming Lu ViT MedIm 20 608 0 12 Jun 2021
A multi-centre polyp detection and segmentation dataset for generalisability assessment Sharib Ali Debesh Jha N. Ghatwary S. Realdon R. Cannizzaro ... Andreas Petlund Pål Halvorsen J. Rittscher Thomas de Lange J. East 26 84 0 08 Jun 2021
Meta-learning with implicit gradients in a few-shot setting for medical image segmentation Rabindra Khadka Debesh Jha Steven Hicks Vajira Thambawita Michael A. Riegler Sharib Ali Pål Halvorsen 38 46 0 06 Jun 2021
Refined Deep Neural Network and U-Net for Polyps Segmentation Quoc-Huy Trinh Minh Le Nguyen Thiet-Gia Huynh M. Tran SSeg 20 7 0 31 May 2021
Progressively Normalized Self-Attention Network for Video Polyp Segmentation Ge-Peng Ji Yu-Cheng Chou Deng-Ping Fan Geng Chen Huazhu Fu Debesh Jha Ling Shao ViT 28 138 0 18 May 2021
Focus U-Net: A novel dual attention-gated CNN for polyp segmentation during colonoscopy Michael Yeung Evis Sala Carola-Bibiane Schönlieb L. Rundo 24 121 0 16 May 2021
MSRF-Net: A Multi-Scale Residual Fusion Network for Biomedical Image Segmentation Abhishek Srivastava Debesh Jha S. Chanda Umapada Pal Haavard D. Johansen Dag Johansen Michael A. Riegler Sharib Ali Pål Halvorsen 44 198 0 16 May 2021
Enhanced U-Net: A Feature Enhancement Network for Polyp Segmentation Krushi Patel A. Bur Guanghui Wang 100 102 0 03 May 2021
AG-CUResNeSt: A Novel Method for Colon Polyp Segmentation D. V. Sang Tran Quang Chung P. N. Lan D. V. Hang D. Long N. T. Thuy 125 21 0 02 May 2021
NanoNet: Real-Time Polyp Segmentation in Video Capsule Endoscopy and Colonoscopy Debesh Jha Nikhil Kumar Tomar Sharib Ali Michael A. Riegler Haavard D. Johansen Dag Johansen Thomas de Lange Pål Halvorsen 25 54 0 22 Apr 2021
Colonoscopy Polyp Detection and Classification: Dataset Creation and Comparative Evaluations Kaidong Li M. I. Fathan Krushi Patel Tianxiao Zhang Cuncong Zhong A. Bansal A. Rastogi Jean S. Wang Guanghui Wang 120 95 0 22 Apr 2021
Do We Really Need Dice? The Hidden Region-Size Biases of Segmentation Losses Bingyuan Liu Jose Dolz Adrian Galdran Riadh Kobbi Ismail Ben Ayed 40 15 0 18 Apr 2021
Ensemble Learning based on Classifier Prediction Confidence and Comprehensive Learning Particle Swarm Optimisation for polyp localisation Truong Dang Thanh Nguyen John Mccall Alan Wee-Chung Liew 24 0 0 10 Apr 2021
Deep ensembles based on Stochastic Activation Selection for Polyp Segmentation A. Lumini L. Nanni Gianluca Maguolo SSeg 35 3 0 02 Apr 2021
FANet: A Feedback Attention Network for Improved Biomedical Image Segmentation Nikhil Kumar Tomar Debesh Jha Michael A. Riegler Haavard D. Johansen Dag Johansen J. Rittscher Pål Halvorsen Sharib Ali MedIm 20 148 0 31 Mar 2021
TransFuse: Fusing Transformers and CNNs for Medical Image Segmentation Yundong Zhang Huiye Liu Qiang Hu ViT MedIm 206 897 0 16 Feb 2021
Membership Inference Attacks are Easier on Difficult Problems Avital Shafran Shmuel Peleg Yedid Hoshen MIACV 22 16 0 15 Feb 2021
HarDNet-MSEG: A Simple Encoder-Decoder Polyp Segmentation Neural Network that Achieves over 0.9 Mean Dice and 86 FPS Chien-Hsiang Huang Hung-Yu Wu Y. Lin 38 177 0 18 Jan 2021
Automatic Polyp Segmentation using Fully Convolutional Neural Network Nikhil Kumar Tomar 6 6 0 11 Jan 2021
Automatic Polyp Segmentation using U-Net-ResNet50 Saruar Alam Nikhil Kumar Tomar Aarati Thakur Debesh Jha A. Rauniyar SSeg 19 25 0 30 Dec 2020
DDANet: Dual Decoder Attention Network for Automatic Polyp Segmentation Nikhil Kumar Tomar Debesh Jha Sharib Ali Haavard D. Johansen Dag Johansen Michael A. Riegler Pål Halvorsen 21 108 0 30 Dec 2020
Medico Multimedia Task at MediaEval 2020: Automatic Polyp Segmentation Debesh Jha Steven A. Hicks Krister Emanuelsen Haavard D. Johansen Dag Johansen Thomas de Lange Michael A. Riegler Pål Halvorsen 14 35 0 30 Dec 2020
Pyramid-Focus-Augmentation: Medical Image Segmentation with Step-Wise Focus Vajira Thambawita Steven Hicks Pål Halvorsen Michael A. Riegler 11 6 0 14 Dec 2020
Generative Adversarial Networks for Automatic Polyp Segmentation Awadelrahman M. A. Ahmed GAN MedIm 11 12 0 12 Dec 2020
Real-Time Polyp Detection, Localization and Segmentation in Colonoscopy Using Deep Learning Debesh Jha Sharib Ali Nikhil Kumar Tomar Haavard D. Johansen Dag Johansen J. Rittscher Michael A. Riegler Pål Halvorsen 20 67 0 15 Nov 2020
Kvasir-Instrument: Diagnostic and therapeutic tool segmentation dataset in gastrointestinal endoscopy Debesh Jha Sharib Ali Krister Emanuelsen Steven A. Hicks VajiraThambawita ... Thomas de Lange P. Schmidt H. Johansen Dag Johansen Pål Halvorsen 23 110 0 23 Oct 2020
PraNet: Parallel Reverse Attention Network for Polyp Segmentation Deng-Ping Fan Ge-Peng Ji Tao Zhou Geng Chen Huazhu Fu Jianbing Shen Ling Shao ODL 41 1,145 0 13 Jun 2020
DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation Debesh Jha Michael A. Riegler Dag Johansen Pål Halvorsen Haavard D. Johansen SSeg 14 586 0 08 Jun 2020
An Extensive Study on Cross-Dataset Bias and Evaluation Metrics Interpretation for Machine Learning applied to Gastrointestinal Tract Abnormality Classification Vajira Thambawita Debesh Jha Hugo Lewi Hammer H. Johansen Dag Johansen Pål Halvorsen Michael A. Riegler 24 45 0 08 May 2020
Boundary-aware Context Neural Network for Medical Image Segmentation Ruxin Wang Shuyuan Chen Chaojie Ji Jianping Fan Ye Li 27 139 0 03 May 2020
Understanding the effects of artifacts on automated polyp detection and incorporating that knowledge via learning without forgetting Maxime Kayser R. Soberanis-Mukul Anna-Maria Zvereva P. Klare Nassir Navab Shadi Albarqouni 14 7 0 07 Feb 2020
ResUNet++: An Advanced Architecture for Medical Image Segmentation Debesh Jha P. Smedsrud Michael A. Riegler Dag Johansen Thomas de Lange Pål Halvorsen H. Johansen SSeg 33 893 0 16 Nov 2019