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Validating polyp and instrument segmentation methods in colonoscopy
  through Medico 2020 and MedAI 2021 Challenges
v1v2v3v4 (latest)

Validating polyp and instrument segmentation methods in colonoscopy through Medico 2020 and MedAI 2021 Challenges

30 July 2023
Debesh Jha
Vanshali Sharma
Debapriya Banik
Debayan Bhattacharya
K. Roy
Steven A. Hicks
Nikhil Kumar Tomar
Vajira Thambawita
Adrian Krenzer
Ge-Peng Ji
S. Poudel
George Batchkala
Saruar Alam
Awadelrahman M. A. Ahmed
Quoc-Huy Trinh
Zeshan Khan
Tien-Phat Nguyen
S. Shrestha
S. Nathan
Jeonghwan Gwak
R. Jha
Zheyu Zhang
Alexander Schlaefer
D. Bhattacharjee
M. Bhuyan
P. Das
Deng-Ping Fan
Sravanthi Parsa
Sharib Ali
Michael A. Riegler
Pål Halvorsen
Thomas de Lange
Ulas Bagci
ArXiv (abs)PDFHTML

Papers citing "Validating polyp and instrument segmentation methods in colonoscopy through Medico 2020 and MedAI 2021 Challenges"

25 / 25 papers shown
Title
Polyp and Surgical Instrument Segmentation with Double Encoder-Decoder
  Networks
Polyp and Surgical Instrument Segmentation with Double Encoder-Decoder Networks
Adrian Galdran
MedIm
53
4
0
06 Jun 2024
Assessing generalisability of deep learning-based polyp detection and
  segmentation methods through a computer vision challenge
Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge
Sharib Ali
N. Ghatwary
Debesh Jha
Ece Isik Polat
Gorkem Polat
...
Dominique Lamarque
R. Cannizzaro
S. Realdon
Thomas de Lange
J. East
121
65
0
24 Feb 2022
Explainable Medical Image Segmentation via Generative Adversarial
  Networks and Layer-wise Relevance Propagation
Explainable Medical Image Segmentation via Generative Adversarial Networks and Layer-wise Relevance Propagation
Awadelrahman M. A. Ahmed
Leen A. M. Ali
GANMedIm
29
6
0
02 Nov 2021
Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers
Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers
B. Dong
Wenhai Wang
Deng-Ping Fan
Jinpeng Li
Huazhu Fu
Ling Shao
ViTMedIm
69
323
0
16 Aug 2021
PVT v2: Improved Baselines with Pyramid Vision Transformer
PVT v2: Improved Baselines with Pyramid Vision Transformer
Wenhai Wang
Enze Xie
Xiang Li
Deng-Ping Fan
Kaitao Song
Ding Liang
Tong Lu
Ping Luo
Ling Shao
ViTAI4TS
106
1,675
0
25 Jun 2021
FANet: A Feedback Attention Network for Improved Biomedical Image
  Segmentation
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
49
151
0
31 Mar 2021
Concealed Object Detection
Concealed Object Detection
Deng-Ping Fan
Ge-Peng Ji
Ming-Ming Cheng
Ling Shao
83
428
0
20 Feb 2021
TransFuse: Fusing Transformers and CNNs for Medical Image Segmentation
TransFuse: Fusing Transformers and CNNs for Medical Image Segmentation
Yundong Zhang
Huiye Liu
Qiang Hu
ViTMedIm
258
922
0
16 Feb 2021
HarDNet-MSEG: A Simple Encoder-Decoder Polyp Segmentation Neural Network
  that Achieves over 0.9 Mean Dice and 86 FPS
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
85
178
0
18 Jan 2021
DDANet: Dual Decoder Attention Network for Automatic Polyp Segmentation
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
58
109
0
30 Dec 2020
Medico Multimedia Task at MediaEval 2020: Automatic Polyp Segmentation
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
42
35
0
30 Dec 2020
Generative Adversarial Networks for Automatic Polyp Segmentation
Generative Adversarial Networks for Automatic Polyp Segmentation
Awadelrahman M. A. Ahmed
GANMedIm
32
12
0
12 Dec 2020
Sharpness-Aware Minimization for Efficiently Improving Generalization
Sharpness-Aware Minimization for Efficiently Improving Generalization
Pierre Foret
Ariel Kleiner
H. Mobahi
Behnam Neyshabur
AAML
192
1,350
0
03 Oct 2020
PraNet: Parallel Reverse Attention Network for Polyp Segmentation
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
220
1,172
0
13 Jun 2020
U$^2$-Net: Going Deeper with Nested U-Structure for Salient Object
  Detection
U2^22-Net: Going Deeper with Nested U-Structure for Salient Object Detection
Xuebin Qin
Zichen Zhang
Chenyang Huang
Masood Dehghan
Osmar R. Zaiane
Martin Jägersand
65
1,659
0
18 May 2020
Big Transfer (BiT): General Visual Representation Learning
Big Transfer (BiT): General Visual Representation Learning
Alexander Kolesnikov
Lucas Beyer
Xiaohua Zhai
J. Puigcerver
Jessica Yung
Sylvain Gelly
N. Houlsby
MQ
286
1,205
0
24 Dec 2019
Kvasir-SEG: A Segmented Polyp Dataset
Kvasir-SEG: A Segmented Polyp Dataset
Debesh Jha
P. Smedsrud
Michael A. Riegler
Pål Halvorsen
Thomas de Lange
Dag Johansen
Haavard D. Johansen
188
1,171
0
16 Nov 2019
ResUNet++: An Advanced Architecture for Medical Image Segmentation
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
81
916
0
16 Nov 2019
HarDNet: A Low Memory Traffic Network
HarDNet: A Low Memory Traffic Network
P. Chao
Chao-Yang Kao
Yunxing Ruan
Chien-Hsiang Huang
Y. Lin
231
270
0
03 Sep 2019
Cascade R-CNN: High Quality Object Detection and Instance Segmentation
Cascade R-CNN: High Quality Object Detection and Instance Segmentation
Zhaowei Cai
Nuno Vasconcelos
ObjD
79
1,356
0
24 Jun 2019
Attention U-Net: Learning Where to Look for the Pancreas
Attention U-Net: Learning Where to Look for the Pancreas
Ozan Oktay
Jo Schlemper
Loic Le Folgoc
M. J. Lee
M. Heinrich
...
Jingyu Sun
Nils Y. Hammerla
Bernhard Kainz
Ben Glocker
Daniel Rueckert
SSeg
159
5,049
0
11 Apr 2018
Encoder-Decoder with Atrous Separable Convolution for Semantic Image
  Segmentation
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation
Liang-Chieh Chen
Yukun Zhu
George Papandreou
Florian Schroff
Hartwig Adam
SSeg
442
13,143
0
07 Feb 2018
A Unified Approach to Interpreting Model Predictions
A Unified Approach to Interpreting Model Predictions
Scott M. Lundberg
Su-In Lee
FAtt
1.1K
21,939
0
22 May 2017
Mask R-CNN
Mask R-CNN
Kaiming He
Georgia Gkioxari
Piotr Dollár
Ross B. Girshick
ObjD
352
27,195
0
20 Mar 2017
Feature Pyramid Networks for Object Detection
Feature Pyramid Networks for Object Detection
Nayeon Lee
Piotr Dollár
Ross B. Girshick
Kaiming He
Bharath Hariharan
Serge J. Belongie
ObjD
474
22,108
0
09 Dec 2016
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