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1902.04049
Cited By
MultiResUNet : Rethinking the U-Net Architecture for Multimodal Biomedical Image Segmentation
Neural Networks (NN), 2019
11 February 2019
Nabil Ibtehaz
Mohammad Sohel Rahman
SSeg
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Papers citing
"MultiResUNet : Rethinking the U-Net Architecture for Multimodal Biomedical Image Segmentation"
50 / 215 papers shown
Knowledge distillation from multi-modal to mono-modal segmentation networks
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Matthis Maillard
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165
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Prostate Gland Segmentation in Histology Images via Residual and Multi-Resolution U-Net
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Elena Payá-Bosch
Gabriel García
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Valery Naranjo
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8
0
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Focus U-Net: A novel dual attention-gated CNN for polyp segmentation during colonoscopy
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Evis Sala
Carola-Bibiane Schönlieb
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216
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0
16 May 2021
MSRF-Net: A Multi-Scale Residual Fusion Network for Biomedical Image Segmentation
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Abhishek Srivastava
Debesh Jha
S. Chanda
Umapada Pal
Haavard D. Johansen
Dag Johansen
Michael A. Riegler
Sharib Ali
Pål Halvorsen
212
256
0
16 May 2021
CFPNet-M: A Light-Weight Encoder-Decoder Based Network for Multimodal Biomedical Image Real-Time Segmentation
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Shuyue Guan
Murray H. Loew
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204
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0
10 May 2021
AG-CUResNeSt: A Novel Method for Colon Polyp Segmentation
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Tran Quang Chung
P. N. Lan
D. V. Hang
D. Long
N. T. Thuy
381
24
0
02 May 2021
A Data-Driven Approach to Full-Field Damage and Failure Pattern Prediction in Microstructure-Dependent Composites using Deep Learning
R. Sepasdar
Anuj Karpatne
Maryam Shakiba
AI4CE
186
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0
09 Apr 2021
Atrous Residual Interconnected Encoder to Attention Decoder Framework for Vertebrae Segmentation via 3D Volumetric CT Images
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Ym M. Tang
Ziyang Wang
K. Yu
Sandy To
MedIm
182
20
0
08 Apr 2021
Stable deep neural network architectures for mitochondria segmentation on electron microscopy volumes
Daniel Franco-Barranco
A. Muñoz-Barrutia
Ignacio Arganda-Carreras
174
32
0
08 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
256
199
0
31 Mar 2021
TransMed: Transformers Advance Multi-modal Medical Image Classification
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Yifan Gao
ViT
MedIm
222
370
0
10 Mar 2021
Quadruple Augmented Pyramid Network for Multi-class COVID-19 Segmentation via CT
Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2021
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Irina Voiculescu
183
23
0
09 Mar 2021
MixSearch: Searching for Domain Generalized Medical Image Segmentation Architectures
Luyan Liu
Zhiwei Wen
Songwei Liu
Hong-Yu Zhou
Hongwei Zhu
Weicheng Xie
Linlin Shen
Kai Ma
Yefeng Zheng
165
9
0
26 Feb 2021
EDITH :ECG biometrics aided by Deep learning for reliable Individual auTHentication
IEEE Transactions on Emerging Topics in Computational Intelligence (IEEE TETCI), 2021
Nabil Ibtehaz
M. Chowdhury
Amith Khandakar
S. Kiranyaz
Mohammad Sohel Rahman
Anas Tahir
Yazan Qiblawey
Tawsifur Rahman
191
42
0
16 Feb 2021
RectiNet-v2: A stacked network architecture for document image dewarping
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Tanmoy Dasgupta
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139
2
0
01 Feb 2021
Effects of Image Size on Deep Learning
O. Rukundo
257
62
0
27 Jan 2021
Deep Class-Specific Affinity-Guided Convolutional Network for Multimodal Unpaired Image Segmentation
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2020
Jingkun Chen
Wenqi Li
Hongwei Bran Li
Jianguo Zhang
70
12
0
05 Jan 2021
CovTANet: A Hybrid Tri-level Attention Based Network for Lesion Segmentation, Diagnosis, and Severity Prediction of COVID-19 Chest CT Scans
IEEE Transactions on Industrial Informatics (TII), 2021
Tanvir Mahmud
Md. Jahin Alam
Sakib Chowdhury
Shams Nafisa Ali
Md. Maisoon Rahman
Shaikh Anowarul Fattah
Mohammad Saquib
83
42
0
03 Jan 2021
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R. Gorantla
Sai Giridhar Allada
N. Pratap
170
3
0
30 Dec 2020
Contraband Materials Detection Within Volumetric 3D Computed Tomography Baggage Security Screening Imagery
International Conference on Machine Learning and Applications (ICMLA), 2020
Qian Wang
T. Breckon
3DPC
120
8
0
21 Dec 2020
DIPPAS: A Deep Image Prior PRNU Anonymization Scheme
F. Picetti
S. Mandelli
Paolo Bestagini
V. Lipari
Stefano Tubaro
281
14
0
07 Dec 2020
CovSegNet: A Multi Encoder-Decoder Architecture for Improved Lesion Segmentation of COVID-19 Chest CT Scans
IEEE Transactions on Artificial Intelligence (IEEE TAI), 2020
Tanvir Mahmud
Md Awsafur Rahman
S. Fattah
S. Kung
MedIm
140
30
0
02 Dec 2020
Deep learning in magnetic resonance prostate segmentation: A review and a new perspective
David Gillespie
Connah Kendrick
I. Boon
C. Boon
T. Rattay
Moi Hoon Yap
120
12
0
16 Nov 2020
Cross-Modal Self-Attention Distillation for Prostate Cancer Segmentation
Guokai Zhang
Xiaoang Shen
Ye Luo
Jihao Luo
Zeju Wang
Weigang Wang
Binghui Zhao
Jianwei Lu
MedIm
115
4
0
08 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
274
1,395
0
02 Nov 2020
Facial UV Map Completion for Pose-invariant Face Recognition: A Novel Adversarial Approach based on Coupled Attention Residual UNets
In Seop Na
C. Tran
Dung Nguyen
S. Dinh
CVBM
128
11
0
02 Nov 2020
Segmentation of Infrared Breast Images Using MultiResUnet Neural Network
International Conference on Artificial Intelligence and Pattern Recognition (AIPR), 2019
Ange Lou
Shuyue Guan
Nada Kamona
Murray H. Loew
82
18
0
31 Oct 2020
Medical Image Segmentation Using Deep Learning: A Survey
IET Image Processing (IIP), 2020
Risheng Wang
Tao Lei
Xiaogang Du
Yong Wan
Hongying Meng
Asoke K. Nandi
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OOD
457
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28 Sep 2020
ESTAN: Enhanced Small Tumor-Aware Network for Breast Ultrasound Image Segmentation
Bryar Shareef
Aleksandar Vakanski
Min Xian
Phoebe E. Freer
126
66
0
27 Sep 2020
RAR-U-Net: a Residual Encoder to Attention Decoder by Residual Connections Framework for Spine Segmentation under Noisy Labels
International Conference on Information Photonics (ICIP), 2020
Ziyang Wang
Zhengdong Zhang
Irina Voiculescu
MedIm
228
41
0
27 Sep 2020
Semi-supervised Semantic Segmentation of Prostate and Organs-at-Risk on 3D Pelvic CT Images
Biomedical engineering and physics express (BEPE), 2020
Zhuangzhuang Zhang
T. Zhao
Hiram Gay
B. Sun
Weixiong Zhang
MedIm
193
10
0
21 Sep 2020
Review: Deep Learning in Electron Microscopy
Jeffrey M. Ede
912
90
0
17 Sep 2020
UXNet: Searching Multi-level Feature Aggregation for 3D Medical Image Segmentation
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2020
Yuanfeng Ji
Ruimao Zhang
Zhuguo Li
Jiamin Ren
Shaoting Zhang
Ping Luo
3DPC
138
26
0
16 Sep 2020
Multi-Attention-Network for Semantic Segmentation of Fine Resolution Remote Sensing Images
IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2020
Rui Li
Shunyi Zheng
Chenxi Duan
Ce Zhang
Jianlin Su
P. M. Atkinson
SSeg
404
494
0
03 Sep 2020
DONet: Dual Objective Networks for Skin Lesion Segmentation
Yaxiong Wang
Yunchao Wei
Xueming Qian
Li Zhu
Yi Yang
MedIm
151
8
0
19 Aug 2020
Bone Segmentation in Contrast Enhanced Whole-Body Computed Tomography
Biomedical engineering and physics express (BEPE), 2020
P. Leydon
M. O'Connell
Derek Greene
Kathleen M. Curran
219
7
0
12 Aug 2020
ARPM-net: A novel CNN-based adversarial method with Markov Random Field enhancement for prostate and organs at risk segmentation in pelvic CT images
Medical Physics (Lancaster) (Med. Phys.), 2020
Zhuangzhuang Zhang
T. Zhao
Hiram Gay
Weixiong Zhang
B. Sun
MedIm
223
31
0
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Fully Automated and Standardized Segmentation of Adipose Tissue Compartments by Deep Learning in Three-dimensional Whole-body MRI of Epidemiological Cohort Studies
Thomas Kustner
Tobias Hepp
Marc Fischer
Martin Schwartz
A. Fritsche
...
F. Bamberg
Bin Yang
F. Schick
S. Gatidis
J. Machann
157
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SkipConvNet: Skip Convolutional Neural Network for Speech Dereverberation using Optimally Smoothed Spectral Mapping
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Vinay Kothapally
Wei Xia
Shahram Ghorbani
John H. L. Hansen
Wei Xue
Jing-ling Huang
131
30
0
17 Jul 2020
MS-NAS: Multi-Scale Neural Architecture Search for Medical Image Segmentation
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2020
Xingang Yan
Weiwen Jiang
Yiyu Shi
Cheng Zhuo
125
50
0
13 Jul 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
171
752
0
08 Jun 2020
Segmentation of Surgical Instruments for Minimally-Invasive Robot-Assisted Procedures Using Generative Deep Neural Networks
Iñigo Azqueta-Gavaldon
Florian A. Fröhlich
Klaus H. Strobl
Rudolph Triebel
GAN
MedIm
95
10
0
05 Jun 2020
DC-UNet: Rethinking the U-Net Architecture with Dual Channel Efficient CNN for Medical Images Segmentation
Ange Lou
Shuyue Guan
Murray H. Loew
SSeg
156
223
0
31 May 2020
A global method to identify trees outside of closed-canopy forests with medium-resolution satellite imagery
J. Brandt
F. Stolle
167
5
0
13 May 2020
Very High Resolution Land Cover Mapping of Urban Areas at Global Scale with Convolutional Neural Networks
T. Tilak
A. Braun
D. Chandler
N. David
Sylvain Galopin
A. Lombard
M. Michaud
C. Parisel
Matthieu Porte
Marjorie Robert Institut National de lÍnformation Géograp Forestiere
SSeg
AI4CE
92
2
0
12 May 2020
Adipose Tissue Segmentation in Unlabeled Abdomen MRI using Cross Modality Domain Adaptation
Samira Masoudi
Syed Muhammad Anwar
Stephanie Harmon
Peter L. Choyke
Baris Turkbey
Ulas Bagci
MedIm
75
13
0
11 May 2020
PPG2ABP: Translating Photoplethysmogram (PPG) Signals to Arterial Blood Pressure (ABP) Waveforms using Fully Convolutional Neural Networks
Nabil Ibtehaz
Sakib Mahmud
Muhammad E. H. Chowdhury
Amith Khandakar
Mohamed Arselene Ayari
Anas Tahir
Mohammad Sohel Rahman
MedIm
156
100
0
04 May 2020
Boundary-aware Context Neural Network for Medical Image Segmentation
Ruxin Wang
Shuyuan Chen
Chaojie Ji
Jianping Fan
Ye Li
145
177
0
03 May 2020
Deeply Cascaded U-Net for Multi-Task Image Processing
I. Gubins
R. Veltkamp
SSeg
177
6
0
01 May 2020
Cascaded Context Enhancement Network for Automatic Skin Lesion Segmentation
Expert systems with applications (ESWA), 2020
Ruxin Wang
Shuyuan Chen
Chaojie Ji
Ye Li
136
13
0
17 Apr 2020
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