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DoubleU-Net: A Deep Convolutional Neural Network for Medical Image
  Segmentation
v1v2 (latest)

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
ArXiv (abs)PDFHTML

Papers citing "DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation"

50 / 122 papers shown
SeUNet-Trans: A Simple yet Effective UNet-Transformer Model for Medical
  Image Segmentation
SeUNet-Trans: A Simple yet Effective UNet-Transformer Model for Medical Image Segmentation
Tan-Hanh Pham
Xianqi Li
Kim-Doang Nguyen
MedImViT
335
23
0
16 Oct 2023
SSG2: A new modelling paradigm for semantic segmentation
SSG2: A new modelling paradigm for semantic segmentation
F. Diakogiannis
S. Furby
P. Caccetta
Xiaoliang Wu
Rodrigo Ibata
O. Hlinka
John Taylor
VLM
175
0
0
12 Oct 2023
MS-UNet-v2: Adaptive Denoising Method and Training Strategy for Medical
  Image Segmentation with Small Training Data
MS-UNet-v2: Adaptive Denoising Method and Training Strategy for Medical Image Segmentation with Small Training Data
Haoyuan Chen
Yufei Han
Pin Xu
Yanyi Li
Kuan Li
Jianping Yin
284
2
0
07 Sep 2023
SPPNet: A Single-Point Prompt Network for Nuclei Image Segmentation
SPPNet: A Single-Point Prompt Network for Nuclei Image Segmentation
Qing Xu
Wenwei Kuang
Zeyu Zhang
Xueyao Bao
Haoran Chen
Wenting Duan
VLM
121
22
0
23 Aug 2023
Prototype Learning for Out-of-Distribution Polyp Segmentation
Prototype Learning for Out-of-Distribution Polyp Segmentation
Nikhil Kumar Tomar
Debesh Jha
Ulas Bagci
OOD
134
0
0
07 Aug 2023
Digital Modeling on Large Kernel Metamaterial Neural Network
Digital Modeling on Large Kernel Metamaterial Neural NetworkJournal of Imaging Science and Technology (JIST), 2023
Quan Liu
Hanyu Zheng
Brandon T. Swartz
Ho Hin Lee
Zuhayr Asad
I. Kravchenko
Jason G Valentine
Yuankai Huo
184
6
0
21 Jul 2023
RaBiT: An Efficient Transformer using Bidirectional Feature Pyramid
  Network with Reverse Attention for Colon Polyp Segmentation
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
ViTMedIm
222
10
0
12 Jul 2023
One-Shot Learning for Periocular Recognition: Exploring the Effect of
  Domain Adaptation and Data Bias on Deep Representations
One-Shot Learning for Periocular Recognition: Exploring the Effect of Domain Adaptation and Data Bias on Deep RepresentationsIEEE Access (IEEE Access), 2023
Kevin Hernandez Diaz
F. Alonso-Fernandez
J. Bigün
CVBM
252
6
0
11 Jul 2023
1M parameters are enough? A lightweight CNN-based model for medical
  image segmentation
1M parameters are enough? A lightweight CNN-based model for medical image segmentationAsia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2023
Binh-Duong Dinh
Thanh-Thu Nguyen
Thi-Thao Tran
Van-Truong Pham
SSegMedIm
247
42
0
28 Jun 2023
MedLSAM: Localize and Segment Anything Model for 3D CT Images
MedLSAM: Localize and Segment Anything Model for 3D CT Images
Wenhui Lei
Xu Wei
Xiaofan Zhang
Kang Li
Shaoting Zhang
MedIm
412
3
0
26 Jun 2023
AttResDU-Net: Medical Image Segmentation Using Attention-based Residual
  Double U-Net
AttResDU-Net: Medical Image Segmentation Using Attention-based Residual Double U-NetIEEE International Joint Conference on Neural Network (IJCNN), 2023
A. Khan
Alif Ashrafee
Fahim Shahriar Khan
Md. Bakhtiar Hasan
M. H. Kabir
SSeg
144
13
0
25 Jun 2023
LCAUnet: A skin lesion segmentation network with enhanced edge and body
  fusion
LCAUnet: A skin lesion segmentation network with enhanced edge and body fusion
Qisen Ma
Keming Mao
Gao Wang
Lisheng Xu
Yuhai Zhao
121
6
0
01 May 2023
Generalist Vision Foundation Models for Medical Imaging: A Case Study of
  Segment Anything Model on Zero-Shot Medical Segmentation
Generalist Vision Foundation Models for Medical Imaging: A Case Study of Segment Anything Model on Zero-Shot Medical Segmentation
Peilun Shi
Jianing Qiu
Sai Mu Dalike Abaxi
Hao Wei
Frank P.-W. Lo
Wu Yuan
LM&MAVLMMedIm
184
133
0
25 Apr 2023
DCELANM-Net:Medical Image Segmentation based on Dual Channel Efficient
  Layer Aggregation Network with Learner
DCELANM-Net:Medical Image Segmentation based on Dual Channel Efficient Layer Aggregation Network with Learner
Cheng Lu
Z. Xia
Krzysztof Przystupa
Orest Kochan
J. Su
MedIm
165
12
0
19 Apr 2023
HST-MRF: Heterogeneous Swin Transformer with Multi-Receptive Field for
  Medical Image Segmentation
HST-MRF: Heterogeneous Swin Transformer with Multi-Receptive Field for Medical Image SegmentationIEEE journal of biomedical and health informatics (IEEE JBHI), 2023
Xiaofei Huang
Hongfang Gong
Jin Zhang
MedIm
244
8
0
10 Apr 2023
Dual Cross-Attention for Medical Image Segmentation
Dual Cross-Attention for Medical Image SegmentationEngineering applications of artificial intelligence (Eng. Appl. Artif. Intell.), 2023
Gorkem Can Ates
P. Mohan
Emrah Çelik
164
137
0
30 Mar 2023
PLU-Net: Extraction of multi-scale feature fusion
PLU-Net: Extraction of multi-scale feature fusionMedical Physics (Lancaster) (Med. Phys.), 2023
Weihu Song
3DPCSSeg
191
10
0
23 Feb 2023
Patch Network for medical image Segmentation
Patch Network for medical image Segmentation
Weihu Song
Heng Yu
Jianhua Wu
MedImSSeg
111
0
0
23 Feb 2023
SoftEnNet: Symbiotic Monocular Depth Estimation and Lumen Segmentation
  for Colonoscopy Endorobots
SoftEnNet: Symbiotic Monocular Depth Estimation and Lumen Segmentation for Colonoscopy Endorobots
Alwyn Mathew
Ludovic Magerand
Emanuele Trucco
L. Manfredi
MedIm
146
3
0
19 Jan 2023
Cooperation Learning Enhanced Colonic Polyp Segmentation Based on
  Transformer-CNN Fusion
Cooperation Learning Enhanced Colonic Polyp Segmentation Based on Transformer-CNN Fusion
Yuanyuan Wang
Zhaohong Deng
Qiongdan Lou
Shudong Hu
K. Choi
Shitong Wang
ViTMedIm
207
4
0
17 Jan 2023
Synthetic Image Data for Deep Learning
Synthetic Image Data for Deep Learning
Jason W. Anderson
Marcin Ziolkowski
Ken E. Kennedy
A. Apon
106
9
0
12 Dec 2022
Medical Image Segmentation Review: The success of U-Net
Medical Image Segmentation Review: The success of U-NetIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Reza Azad
Ehsan Khodapanah Aghdam
Amelie Rauland
Yiwei Jia
Atlas Haddadi Avval
Afshin Bozorgpour
Sanaz Karimijafarbigloo
Joseph Paul Cohen
Ehsan Adeli
Dorit Merhof
SSeg
277
637
0
27 Nov 2022
DoubleU-NetPlus: A Novel Attention and Context Guided Dual U-Net with
  Multi-Scale Residual Feature Fusion Network for Semantic Segmentation of
  Medical Images
DoubleU-NetPlus: A Novel Attention and Context Guided Dual U-Net with Multi-Scale Residual Feature Fusion Network for Semantic Segmentation of Medical Images
Md. Rayhan Ahmed
Adnan Ferdous Ashrafi
R. Ahmed
Swakkhar Shatabda
A. Muzahidul Islam
Salekul Islam
SSeg
210
27
0
25 Nov 2022
WSC-Trans: A 3D network model for automatic multi-structural
  segmentation of temporal bone CT
WSC-Trans: A 3D network model for automatic multi-structural segmentation of temporal bone CT
X. Hua
Z. Du
Hongjian Yu
Ji-Xian Ma
Fanjun Zheng
Cheng Zhang
Qiao-Ling Lu
H Zhao
MedIm
109
1
0
14 Nov 2022
U-Net-based Models for Skin Lesion Segmentation: More Attention and
  Augmentation
U-Net-based Models for Skin Lesion Segmentation: More Attention and Augmentation
P. M. Kazaj
MohammadHossein Koosheshi
Alireza Shahedi
A. V. Sadr
SSeg
125
10
0
28 Oct 2022
Dual-distribution discrepancy with self-supervised refinement for
  anomaly detection in medical images
Dual-distribution discrepancy with self-supervised refinement for anomaly detection in medical images
Yu Cai
Hao Chen
Xin Yang
Yu Zhou
Kwang-Ting Cheng
356
3
0
09 Oct 2022
A Learning-based Framework for Topology-Preserving Segmentation using
  Quasiconformal Mappings
A Learning-based Framework for Topology-Preserving Segmentation using Quasiconformal MappingsNeurocomputing (Neurocomputing), 2022
Han Zhang
L. Lui
339
8
0
07 Oct 2022
Spherical Image Inpainting with Frame Transformation and Data-driven
  Prior Deep Networks
Spherical Image Inpainting with Frame Transformation and Data-driven Prior Deep NetworksSIAM Journal of Imaging Sciences (SIAM J. Imaging Sci.), 2022
Jianfei Li
Chao Huang
Raymond H. F. Chan
Han Feng
M. Ng
T. Zeng
157
4
0
29 Sep 2022
HarDNet-DFUS: An Enhanced Harmonically-Connected Network for Diabetic
  Foot Ulcer Image Segmentation and Colonoscopy Polyp Segmentation
HarDNet-DFUS: An Enhanced Harmonically-Connected Network for Diabetic Foot Ulcer Image Segmentation and Colonoscopy Polyp Segmentation
Ting-Yu Liao
Ching-Hui Yang
Y. Lo
Kuan-Ying Lai
Po-Huai Shen
Youn-Long Lin
132
23
0
15 Sep 2022
Label Refinement Network from Synthetic Error Augmentation for Medical
  Image Segmentation
Label Refinement Network from Synthetic Error Augmentation for Medical Image Segmentation
Shuai Chen
Antonio Garcia Uceda
Jiahang Su
Gijs van Tulder
L. Wolff
T. van Walsum
Marleen de Bruijne
MedIm
306
5
0
14 Sep 2022
HistoSeg : Quick attention with multi-loss function for multi-structure
  segmentation in digital histology images
HistoSeg : Quick attention with multi-loss function for multi-structure segmentation in digital histology images
Saad Wazir
M. Fraz
189
50
0
01 Sep 2022
FCN-Transformer Feature Fusion for Polyp Segmentation
FCN-Transformer Feature Fusion for Polyp SegmentationAnnual Conference on Medical Image Understanding and Analysis (MIUA), 2022
Edward Sanderson
B. Matuszewski
ViTMedIm
177
166
0
17 Aug 2022
TransResU-Net: Transformer based ResU-Net for Real-Time Colonoscopy
  Polyp Segmentation
TransResU-Net: Transformer based ResU-Net for Real-Time Colonoscopy Polyp Segmentation
Nikhil Kumar Tomar
Annie Shergill
Brandon Rieders
Ulas Bagci
Debesh Jha
ViTMedIm
305
45
0
17 Jun 2022
Automatic Polyp Segmentation with Multiple Kernel Dilated Convolution
  Network
Automatic Polyp Segmentation with Multiple Kernel Dilated Convolution Network
Nikhil Kumar Tomar
Abhishek Srivastava
Ulas Bagci
Debesh Jha
MedIm
164
17
0
13 Jun 2022
DTU-Net: Learning Topological Similarity for Curvilinear Structure
  Segmentation
DTU-Net: Learning Topological Similarity for Curvilinear Structure SegmentationInformation Processing in Medical Imaging (IPMI), 2022
Manxi Lin
Zahra Bashir
M. Tolsgaard
Anders Christensen
Aasa Feragen
MedIm
194
16
0
23 May 2022
ColonFormer: An Efficient Transformer based Method for Colon Polyp
  Segmentation
ColonFormer: An Efficient Transformer based Method for Colon Polyp SegmentationIEEE Access (IEEE Access), 2022
N. Duc
Nguyen Thi Oanh
N. T. Thuy
Trần Minh Triết
V. Dinh
ViTMedIm
358
169
0
17 May 2022
PlutoNet: An Efficient Polyp Segmentation Network with Modified Partial
  Decoder and Decoder Consistency Training
PlutoNet: An Efficient Polyp Segmentation Network with Modified Partial Decoder and Decoder Consistency TrainingHealthcare technology letters (HTL), 2022
Tugberk Erol
Duygu Sarikaya
183
2
0
06 Apr 2022
MFSNet: A Multi Focus Segmentation Network for Skin Lesion Segmentation
MFSNet: A Multi Focus Segmentation Network for Skin Lesion SegmentationPattern Recognition (Pattern Recogn.), 2022
Hritam Basak
Rohit Kundu
R. Sarkar
239
89
0
27 Mar 2022
Attribute Surrogates Learning and Spectral Tokens Pooling in
  Transformers for Few-shot Learning
Attribute Surrogates Learning and Spectral Tokens Pooling in Transformers for Few-shot LearningComputer Vision and Pattern Recognition (CVPR), 2022
Yang He
Weihan Liang
Dongyang Zhao
Hong-Yu Zhou
Weifeng Ge
Yizhou Yu
Wenqiang Zhang
ViT
231
56
0
17 Mar 2022
An Efficient Polyp Segmentation Network
An Efficient Polyp Segmentation NetworkSignal Processing and Communications Applications Conference (SPCA), 2022
Tugberk Erol
Duygu Sarikaya
MedIm
133
3
0
08 Mar 2022
BlazeNeo: Blazing fast polyp segmentation and neoplasm detection
BlazeNeo: Blazing fast polyp segmentation and neoplasm detectionIEEE Access (IEEE Access), 2022
N. S. An
P. N. Lan
D. V. Hang
D. Long
T. Trung
N. T. Thuy
D. V. Sang
SSeg
270
35
0
28 Feb 2022
A State-of-the-art Survey of U-Net in Microscopic Image Analysis: from
  Simple Usage to Structure Mortification
A State-of-the-art Survey of U-Net in Microscopic Image Analysis: from Simple Usage to Structure Mortification
Jian Wu
Wanli Liu
Chen Li
Tao Jiang
Islam Mohammad Shariful
Hongzan Sun
Xiaoqi Li
Xintong Li
Xinyu Huang
M. Grzegorzek
SSeg3DV
198
21
0
14 Feb 2022
DCSAU-Net: A Deeper and More Compact Split-Attention U-Net for Medical
  Image Segmentation
DCSAU-Net: A Deeper and More Compact Split-Attention U-Net for Medical Image Segmentation
Qing Xu
Zhicheng Ma
Nana He
Wenting Duan
SSegOOD
237
328
0
02 Feb 2022
DoubleU-Net++: Architecture with Exploit Multiscale Features for
  Vertebrae Segmentation
DoubleU-Net++: Architecture with Exploit Multiscale Features for Vertebrae Segmentation
Simindokht Jahangard
Mahdi Bonyani
Abbas Khosravi
137
1
0
28 Jan 2022
Performance Comparison of Deep Learning Architectures for Artifact
  Removal in Gastrointestinal Endoscopic Imaging
Performance Comparison of Deep Learning Architectures for Artifact Removal in Gastrointestinal Endoscopic Imaging
Takashi Watanabe
Kensuke Tanioka
S. Hiwa
Tomoyuki Hiroyasu
3DPCMedIm
79
2
0
01 Jan 2022
Hybrid guiding: A multi-resolution refinement approach for semantic
  segmentation of gigapixel histopathological images
Hybrid guiding: A multi-resolution refinement approach for semantic segmentation of gigapixel histopathological images
André Pedersen
Erik Smistad
T. V. Rise
V. G. Dale
H. S. Pettersen
T. Nordmo
D. Bouget
Ingerid Reinertsen
Marit Valla
220
3
0
07 Dec 2021
Exploiting full Resolution Feature Context for Liver Tumor and Vessel
  Segmentation via Integrate Framework: Application to Liver Tumor and Vessel
  3D Reconstruction under embedded microprocessor
Exploiting full Resolution Feature Context for Liver Tumor and Vessel Segmentation via Integrate Framework: Application to Liver Tumor and Vessel 3D Reconstruction under embedded microprocessor
Xiangyu Meng
Xudong Zhang
Gan Wang
Ying Zhang
Xingguo Shi
Huanhuan Dai
Zixuan Wang
Xun Wang
MedIm
139
6
0
26 Nov 2021
PAANet: Progressive Alternating Attention for Automatic Medical Image
  Segmentation
PAANet: Progressive Alternating Attention for Automatic Medical Image Segmentation
Abhishek Srivastava
S. Chanda
Debesh Jha
Michael A. Riegler
Pål Halvorsen
Dag Johansen
Umapada Pal
SSeg
114
7
0
20 Nov 2021
Stacked U-Nets with Self-Assisted Priors Towards Robust Correction of
  Rigid Motion Artifact in Brain MRI
Stacked U-Nets with Self-Assisted Priors Towards Robust Correction of Rigid Motion Artifact in Brain MRINeuroImage (NeuroImage), 2021
M. A. Al-masni
S. Lee
Jaeuk Yi
Sewook Kim
Sung-Min Gho
Young Hun Choi
Dong-Hyun Kim
MedIm
95
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11 Nov 2021
Edge-Cloud Polarization and Collaboration: A Comprehensive Survey for AI
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Jiangchao Yao
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Chao-Xiang Wu
Leilei Gan
Jingren Zhou
Hongxia Yang
388
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0
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