| 201 |
MRI brain tumor segmentation and uncertainty estimation using 3D-UNet architectures
Laura Mora Ballestar, Veronica Vilaplana
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5 years ago |
| 202 |
Globally Guided Progressive Fusion Network for 3D Pancreas Segmentation
Chaowei Fang, Guanbin Li, ... (+3 more)
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6 years ago |
| 203 |
Left Ventricle Segmentation via Optical-Flow-Net from Short-axis Cine MRI: Preserving the Temporal Coherence of Cardiac Motion
Wenjun Yan, Yuanyuan Wang, ... (+3 more)
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cs.CV
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41 |
7 years ago |
| 204 |
Fast, Simple Calcium Imaging Segmentation with Fully Convolutional Networks
Aleksander Klibisz, Derek Rose, ... (+3 more)
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cs.CV
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41 |
8 years ago |
| 205 |
Linear and Deformable Image Registration with 3D Convolutional Neural Networks
Stergios Christodoulidis, Mihir Sahasrabudhe, ... (+5 more)
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cs.CV
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40 |
7 years ago |
| 206 |
MRI to FDG-PET: Cross-Modal Synthesis Using 3D U-Net For Multi-Modal Alzheimer's Classification
Apoorva Sikka, Skand Vishwanath Peri, Deepti. R. Bathula
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cs.CV
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40 |
7 years ago |
| 207 |
Multi-Resolution Networks for Semantic Segmentation in Whole Slide Images
Feng Gu, Nikolay Burlutskiy, ... (+2 more)
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cs.CV
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40 |
7 years ago |
| 208 |
Pathological Pulmonary Lobe Segmentation from CT Images using Progressive Holistically Nested Neural Networks and Random Walker
Kevin George, Adam P. Harrison, ... (+3 more)
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cs.CV
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40 |
8 years ago |
| 209 |
Automatic Brain Tumor Segmentation with Scale Attention Network
Yading Yuan
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eess.IV
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39 |
5 years ago |
| 210 |
CFEA: Collaborative Feature Ensembling Adaptation for Domain Adaptation in Unsupervised Optic Disc and Cup Segmentation
Peng Liu, Bin Kong, ... (+3 more)
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eess.IV
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39 |
6 years ago |
| 211 |
Deep Learning versus Classical Regression for Brain Tumor Patient Survival Prediction
Yannick Suter, Alain Jungo, ... (+5 more)
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cs.CV
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39 |
7 years ago |
| 212 |
MSU-Net: Multiscale Statistical U-Net for Real-time 3D Cardiac MRI Video Segmentation
Tianchen Wang, Jinjun Xiong, ... (+6 more)
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38 |
6 years ago |
| 213 |
Deep Instance-Level Hard Negative Mining Model for Histopathology Images
Meng Li, Lin Wu, ... (+4 more)
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cs.CV
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38 |
6 years ago |
| 214 |
Combating Uncertainty with Novel Losses for Automatic Left Atrium Segmentation
Xin Yang, Na Wang, ... (+5 more)
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cs.CV
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38 |
7 years ago |
| 215 |
Pyramid Network with Online Hard Example Mining for Accurate Left Atrium Segmentation
Cheng Bian, Xin Yang, ... (+6 more)
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cs.CV
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38 |
7 years ago |
| 216 |
Fast Multiple Landmark Localisation Using a Patch-based Iterative Network
Yuanwei Li, Amir Alansary, ... (+8 more)
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cs.CV
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38 |
7 years ago |
| 217 |
HI-Net: Hyperdense Inception 3D UNet for Brain Tumor Segmentation
Saqib Qamar, Parvez Ahmad, Linlin Shen
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eess.IV
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37 |
5 years ago |
| 218 |
Multi-Resolution 3D CNN for MRI Brain Tumor Segmentation and Survival Prediction
Mehdi Amian, Mohammadreza Soltaninejad
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eess.IV
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37 |
6 years ago |
| 219 |
Detection of vertebral fractures in CT using 3D Convolutional Neural Networks
Joeri Nicolaes, Steven Raeymaeckers, ... (+5 more)
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eess.IV
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6 years ago |
| 220 |
High frame-rate cardiac ultrasound imaging with deep learning
Ortal Senouf, Sanketh Vedula, ... (+6 more)
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cs.CV
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37 |
7 years ago |
| 221 |
Automatic skin lesion segmentation on dermoscopic images by the means of superpixel merging
Diego Patiño, Jonathan Avendaño, John Willian Branch
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cs.CV
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37 |
7 years ago |
| 222 |
Semi-Automatic RECIST Labeling on CT Scans with Cascaded Convolutional Neural Networks
Youbao Tang, Adam P. Harrison, ... (+3 more)
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cs.CV
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37 |
7 years ago |
| 223 |
Context-based Normalization of Histological Stains using Deep Convolutional Features
Daniel Bug, Steffen Schneider, ... (+5 more)
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cs.CV
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37 |
8 years ago |
| 224 |
TuNet: End-to-end Hierarchical Brain Tumor Segmentation using Cascaded Networks
Minh H. Vu, Tufve Nyholm, Tommy Löfstedt
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eess.IV
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36 |
6 years ago |
| 225 |
Combining Multi-Sequence and Synthetic Images for Improved Segmentation of Late Gadolinium Enhancement Cardiac MRI
Víctor M. Campello, Carlos Martín-Isla, ... (+4 more)
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eess.IV
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6 years ago |
| 226 |
Deep Recurrent Level Set for Segmenting Brain Tumors
T. Hoang Ngan Le, Raajitha Gummadi, Marios Savvides
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cs.CV
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36 |
7 years ago |
| 227 |
A deep level set method for image segmentation
Min Tang, Sepehr Valipour, ... (+3 more)
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cs.CV
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36 |
8 years ago |
| 228 |
Virtual Thin Slice: 3D Conditional GAN-based Super-resolution for CT Slice Interval
Akira Kudo, Yoshiro Kitamura, ... (+3 more)
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6 years ago |
| 229 |
Unsupervised learning for cross-domain medical image synthesis using deformation invariant cycle consistency networks
Chengjia Wang, Gillian Macnaught, ... (+3 more)
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cs.CV
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35 |
7 years ago |
| 230 |
Longitudinal detection of radiological abnormalities with time-modulated LSTM
Ruggiero Santeramo, Samuel Withey, Giovanni Montana
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stat.ML
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35 |
7 years ago |
| 231 |
Modeling the Intra-class Variability for Liver Lesion Detection using a Multi-class Patch-based CNN
Maayan Frid-Adar, Idit Diamant, ... (+4 more)
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cs.CV
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35 |
8 years ago |
| 232 |
Direct detection of pixel-level myocardial infarction areas via a deep-learning algorithm
Chenchu Xu, Lei Xu, ... (+8 more)
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cs.CV
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35 |
8 years ago |
| 233 |
Early Experiences with Crowdsourcing Airway Annotations in Chest CT
Veronika Cheplygina, Adria Perez-Rovira, ... (+3 more)
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cs.CV
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35 |
8 years ago |
| 234 |
Bridge Simulation and Metric Estimation on Landmark Manifolds
Stefan Sommer, Alexis Arnaudon, ... (+2 more)
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cs.CV
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35 |
8 years ago |
| 235 |
ScarGAN: Chained Generative Adversarial Networks to Simulate Pathological Tissue on Cardiovascular MR Scans
Felix Lau, Tom Hendriks, ... (+4 more)
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cs.CV
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34 |
7 years ago |
| 236 |
Iterative Interaction Training for Segmentation Editing Networks
Gustav Bredell, Christine Tanner, Ender Konukoglu
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cs.CV
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34 |
7 years ago |
| 237 |
Histogram Matching Augmentation for Domain Adaptation with Application to Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Image Segmentation
Jun Ma
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5 years ago |
| 238 |
Automated Pancreas Segmentation Using Multi-institutional Collaborative Deep Learning
Pochuan Wang, Chen Shen, ... (+10 more)
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33 |
5 years ago |
| 239 |
PGU-net+: Progressive Growing of U-net+ for Automated Cervical Nuclei Segmentation
Jie Zhao, Lei Dai, ... (+6 more)
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6 years ago |
| 240 |
Semi-Supervised Multi-Task Learning With Chest X-Ray Images
Abdullah-Al-Zubaer Imran, Demetri Terzopoulos
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33 |
6 years ago |
| 241 |
Adversarial Sparse-View CBCT Artifact Reduction
Haofu Liao, Zhimin Huo, ... (+3 more)
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cs.CV
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33 |
7 years ago |
| 242 |
Image Reconstruction via Variational Network for Real-Time Hand-Held Sound-Speed Imaging
Valery Vishnevskiy, Sergio J Sanabria, Orcun Goksel
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cs.CV
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33 |
7 years ago |
| 243 |
Liver Lesion Detection from Weakly-labeled Multi-phase CT Volumes with a Grouped Single Shot MultiBox Detector
Sang-gil Lee, Jae Seok Bae, ... (+3 more)
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cs.CV
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33 |
7 years ago |
| 244 |
Degradation-invariant Enhancement of Fundus Images via Pyramid Constraint Network
Haofeng Liu, Heng Li, ... (+5 more)
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Eternal Rest
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eess.IV
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33 |
3 years ago |
| 245 |
A Self-Guided Framework for Radiology Report Generation
Jun Li, Shibo Li, ... (+2 more)
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cs.CL
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33 |
3 years ago |
| 246 |
Learning Hybrid Representations for Automatic 3D Vessel Centerline Extraction
Jiafa He, Chengwei Pan, ... (+5 more)
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eess.IV
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32 |
5 years ago |
| 247 |
Leveraging Unlabeled Whole-Slide-Images for Mitosis Detection
Saad Ullah Akram, Talha Qaiser, ... (+4 more)
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cs.CV
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32 |
7 years ago |
| 248 |
Deep Learning from Label Proportions for Emphysema Quantification
Gerda Bortsova, Florian Dubost, ... (+6 more)
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cs.CV
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32 |
7 years ago |
| 249 |
Label Stability in Multiple Instance Learning
Veronika Cheplygina, Lauge Sørensen, ... (+3 more)
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cs.CV
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32 |
9 years ago |
| 250 |
Explaining Chest X-ray Pathologies in Natural Language
Maxime Kayser, Cornelius Emde, ... (+4 more)
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cs.CV
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32 |
3 years ago |