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2006.04868
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DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation
8 June 2020
Debesh Jha
Michael A. Riegler
Dag Johansen
Pål Halvorsen
Haavard D. Johansen
SSeg
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Papers citing
"DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation"
22 / 122 papers shown
PL-Net: Progressive Learning Network for Medical Image Segmentation
Junlong Cheng
Chengrui Gao
Junlong Cheng
Zhang Ming
Yong-Liang Yang
Min Zhu
SSeg
267
2
0
27 Oct 2021
Double Encoder-Decoder Networks for Gastrointestinal Polyp Segmentation
Adrian Galdran
G. Carneiro
M. A. G. Ballester
MedIm
153
35
0
05 Oct 2021
EAR-U-Net: EfficientNet and attention-based residual U-Net for automatic liver segmentation in CT
Jinke Wang
Xiangyang Zhang
Peiqing Lv
Lubiao Zhou
Haiying Wang
SSeg
234
22
0
03 Oct 2021
GraphFPN: Graph Feature Pyramid Network for Object Detection
Gangming Zhao
Weifeng Ge
Yizhou Yu
ObjD
328
111
0
02 Aug 2021
A Comprehensive Study on Colorectal Polyp Segmentation with ResUNet++, Conditional Random Field and Test-Time Augmentation
IEEE journal of biomedical and health informatics (JBHI), 2021
Debesh Jha
P. Smedsrud
Dag Johansen
Thomas de Lange
H. Johansen
Pål Halvorsen
Michael A. Riegler
267
278
0
26 Jul 2021
TransAttUnet: Multi-level Attention-guided U-Net with Transformer for Medical Image Segmentation
Bingzhi Chen
Yishu Liu
Zheng Zhang
Guangming Lu
A. W. Kong
MedIm
ViT
326
333
0
12 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
333
87
0
11 Jul 2021
Comparison of 2D vs. 3D U-Net Organ Segmentation in abdominal 3D CT images
CSRN (CSRN), 2021
N. Zettler
André Mastmeyer
SSeg
194
26
0
08 Jul 2021
DS-TransUNet:Dual Swin Transformer U-Net for Medical Image Segmentation
IEEE Transactions on Instrumentation and Measurement (IEEE Trans. Instrum. Meas.), 2021
Ai-Jun Lin
Bingzhi Chen
Jiayu Xu
Zheng Zhang
Guangming Lu
ViT
MedIm
287
811
0
12 Jun 2021
Focus U-Net: A novel dual attention-gated CNN for polyp segmentation during colonoscopy
Michael Yeung
Evis Sala
Carola-Bibiane Schönlieb
L. Rundo
216
144
0
16 May 2021
MSRF-Net: A Multi-Scale Residual Fusion Network for Biomedical Image Segmentation
IEEE journal of biomedical and health informatics (JBHI), 2021
Abhishek Srivastava
Debesh Jha
S. Chanda
Umapada Pal
Haavard D. Johansen
Dag Johansen
Michael A. Riegler
Sharib Ali
Pål Halvorsen
215
259
0
16 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
383
24
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
176
68
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
274
30
0
18 Apr 2021
FANet: A Feedback Attention Network for Improved Biomedical Image Segmentation
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021
Nikhil Kumar Tomar
Debesh Jha
Michael A. Riegler
Haavard D. Johansen
Dag Johansen
J. Rittscher
Pål Halvorsen
Sharib Ali
MedIm
258
199
0
31 Mar 2021
Co-Seg: An Image Segmentation Framework Against Label Corruption
IEEE International Symposium on Biomedical Imaging (ISBI), 2021
Ziyi Huang
Haofeng Zhang
Andrew F. Laine
Elsa D. Angelini
C. Hendon
Yu Gan
NoLa
121
6
0
31 Jan 2021
Chronological age estimation of lateral cephalometric radiographs with deep learning
Ningtao Liu
142
11
0
28 Jan 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
251
243
0
18 Jan 2021
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
161
134
0
30 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
149
68
0
15 Nov 2020
U-Net and its variants for medical image segmentation: theory and applications
IEEE Access (IEEE Access), 2020
N. Siddique
Sidike Paheding
Colin P. Elkin
Vijay Devabhaktuni
SSeg
277
1,395
0
02 Nov 2020
Kvasir-Instrument: Diagnostic and therapeutic tool segmentation dataset in gastrointestinal endoscopy
Conference on Multimedia Modeling (MMM), 2020
Debesh Jha
Sharib Ali
Krister Emanuelsen
Steven A. Hicks
VajiraThambawita
...
Thomas de Lange
P. Schmidt
H. Johansen
Dag Johansen
Pål Halvorsen
155
133
0
23 Oct 2020
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