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Bayesian Image Quality Transfer with CNNs: Exploring Uncertainty in dMRI Super-Resolution
Ryutaro Tanno, Daniel E. Worrall, ... (+5 more)
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cs.CV
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157 |
8 years ago |
| 52 |
Concurrent Segmentation and Localization for Tracking of Surgical Instruments
Iro Laina, Nicola Rieke, ... (+5 more)
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cs.CV
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155 |
9 years ago |
| 53 |
A Multi-Scale CNN and Curriculum Learning Strategy for Mammogram Classification
William Lotter, Greg Sorensen, David Cox
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cs.CV
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154 |
8 years ago |
| 54 |
Spatial Aggregation of Holistically-Nested Networks for Automated Pancreas Segmentation
Holger R. Roth, Le Lu, ... (+3 more)
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cs.CV
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152 |
9 years ago |
| 55 |
Conditional Infilling GANs for Data Augmentation in Mammogram Classification
Eric Wu, Kevin Wu, ... (+2 more)
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cs.CV
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145 |
7 years ago |
| 56 |
Synthesis of Positron Emission Tomography (PET) Images via Multi-channel Generative Adversarial Networks (GANs)
Lei Bi, Jinman Kim, ... (+3 more)
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cs.CV
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145 |
8 years ago |
| 57 |
Fast CapsNet for Lung Cancer Screening
Aryan Mobiny, Hien Van Nguyen
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cs.CV
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144 |
7 years ago |
| 58 |
Can we trust deep learning models diagnosis? The impact of domain shift in chest radiograph classification
Eduardo H. P. Pooch, Pedro L. Ballester, Rodrigo C. Barros
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eess.IV
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143 |
6 years ago |
| 59 |
Adversarial training and dilated convolutions for brain MRI segmentation
Pim Moeskops, Mitko Veta, ... (+3 more)
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cs.CV
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136 |
8 years ago |
| 60 |
Star Shape Prior in Fully Convolutional Networks for Skin Lesion Segmentation
Zahra Mirikharaji, Ghassan Hamarneh
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cs.CV
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135 |
7 years ago |
| 61 |
Recognizing Surgical Activities with Recurrent Neural Networks
Robert DiPietro, Colin Lea, ... (+6 more)
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cs.CV
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132 |
9 years ago |
| 62 |
Progressive and Multi-Path Holistically Nested Neural Networks for Pathological Lung Segmentation from CT Images
Adam P. Harrison, Ziyue Xu, ... (+4 more)
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cs.CV
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131 |
8 years ago |
| 63 |
Double-Uncertainty Weighted Method for Semi-supervised Learning
Yixin Wang, Yao Zhang, ... (+5 more)
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cs.CV
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130 |
5 years ago |
| 64 |
Semi-Supervised Deep Learning for Fully Convolutional Networks
Christoph Baur, Shadi Albarqouni, Nassir Navab
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cs.CV
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130 |
9 years ago |
| 65 |
DeepPhase: Surgical Phase Recognition in CATARACTS Videos
Odysseas Zisimopoulos, Evangello Flouty, ... (+5 more)
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cs.CV
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128 |
7 years ago |
| 66 |
Fast Predictive Image Registration
Xiao Yang, Roland Kwitt, Marc Niethammer
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cs.CV
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128 |
9 years ago |
| 67 |
The Domain Shift Problem of Medical Image Segmentation and Vendor-Adaptation by Unet-GAN
Wenjun Yan, Yuanyuan Wang, ... (+5 more)
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eess.IV
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127 |
6 years ago |
| 68 |
IVD-Net: Intervertebral disc localization and segmentation in MRI with a multi-modal UNet
Jose Dolz, Christian Desrosiers, Ismail Ben Ayed
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cs.CV
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125 |
7 years ago |
| 69 |
2D-3D Fully Convolutional Neural Networks for Cardiac MR Segmentation
Jay Patravali, Shubham Jain, Sasank Chilamkurthy
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cs.CV
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124 |
8 years ago |
| 70 |
Recurrent neural networks for aortic image sequence segmentation with sparse annotations
Wenjia Bai, Hideaki Suzuki, ... (+5 more)
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cs.CV
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123 |
7 years ago |
| 71 |
Deep Residual Learning for Instrument Segmentation in Robotic Surgery
Daniil Pakhomov, Vittal Premachandran, ... (+3 more)
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cs.CV
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123 |
9 years ago |
| 72 |
Automatic Segmentation and Disease Classification Using Cardiac Cine MR Images
Jelmer M. Wolterink, Tim Leiner, ... (+2 more)
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cs.CV
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120 |
8 years ago |
| 73 |
S4ND: Single-Shot Single-Scale Lung Nodule Detection
Naji Khosravan, Ulas Bagci
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cs.CV
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116 |
7 years ago |
| 74 |
Dense Multi-path U-Net for Ischemic Stroke Lesion Segmentation in Multiple Image Modalities
Jose Dolz, Ismail Ben Ayed, Christian Desrosiers
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cs.CV
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115 |
7 years ago |
| 75 |
CardiacNET: Segmentation of Left Atrium and Proximal Pulmonary Veins from MRI Using Multi-View CNN
Aliasghar Mortazi, Rashed Karim, ... (+3 more)
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cs.CV
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113 |
8 years ago |
| 76 |
ORBSLAM-based Endoscope Tracking and 3D Reconstruction
Nader Mahmoud, Iñigo Cirauqui, ... (+5 more)
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cs.CV
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113 |
9 years ago |
| 77 |
Voxel2Mesh: 3D Mesh Model Generation from Volumetric Data
Udaranga Wickramasinghe, Edoardo Remelli, ... (+2 more)
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cs.CV
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111 |
6 years ago |
| 78 |
Gland Instance Segmentation by Deep Multichannel Side Supervision
Yan Xu, Yang Li, ... (+4 more)
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cs.CV
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111 |
9 years ago |
| 79 |
Real-Time Segmentation of Non-Rigid Surgical Tools based on Deep Learning and Tracking
Luis C. García-Peraza-Herrera, Wenqi Li, ... (+8 more)
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cs.CV
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109 |
5 years ago |
| 80 |
Iterative Multi-domain Regularized Deep Learning for Anatomical Structure Detection and Segmentation from Ultrasound Images
Hao Chen, Yefeng Zheng, ... (+3 more)
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cs.CV
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108 |
9 years ago |
| 81 |
FAIM -- A ConvNet Method for Unsupervised 3D Medical Image Registration
Dongyang Kuang, Tanya Schmah
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cs.CV
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107 |
7 years ago |
| 82 |
Cost-Sensitive Active Learning for Intracranial Hemorrhage Detection
Weicheng Kuo, Christian Häne, ... (+3 more)
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cs.CV
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105 |
7 years ago |
| 83 |
Multi-Scale Coarse-to-Fine Segmentation for Screening Pancreatic Ductal Adenocarcinoma
Zhuotun Zhu, Yingda Xia, ... (+3 more)
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cs.CV
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105 |
7 years ago |
| 84 |
Adversarial and Perceptual Refinement for Compressed Sensing MRI Reconstruction
Maximilian Seitzer, Guang Yang, ... (+10 more)
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cs.CV
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105 |
7 years ago |
| 85 |
End-To-End Alzheimer's Disease Diagnosis and Biomarker Identification
Soheil Esmaeilzadeh, Dimitrios Ioannis Belivanis, ... (+2 more)
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cs.CV
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104 |
7 years ago |
| 86 |
Dilated Convolutional Neural Networks for Cardiovascular MR Segmentation in Congenital Heart Disease
Jelmer M. Wolterink, Tim Leiner, ... (+2 more)
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cs.CV
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101 |
8 years ago |
| 87 |
Learning to Segment Medical Images with Scribble-Supervision Alone
Yigit B. Can, Krishna Chaitanya, ... (+4 more)
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cs.CV
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100 |
7 years ago |
| 88 |
Virtual PET Images from CT Data Using Deep Convolutional Networks: Initial Results
Avi Ben-Cohen, Eyal Klang, ... (+3 more)
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cs.CV
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100 |
8 years ago |
| 89 |
Deep Supervision for Pancreatic Cyst Segmentation in Abdominal CT Scans
Yuyin Zhou, Lingxi Xie, ... (+2 more)
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cs.CV
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100 |
8 years ago |
| 90 |
Error Corrective Boosting for Learning Fully Convolutional Networks with Limited Data
Abhijit Guha Roy, Sailesh Conjeti, ... (+4 more)
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cs.CV
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100 |
8 years ago |
| 91 |
Pathological OCT Retinal Layer Segmentation using Branch Residual U-shape Networks
Stefanos Apostolopoulos, Sandro De Zanet, ... (+3 more)
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cs.CV
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98 |
8 years ago |
| 92 |
Cephalometric Landmark Detection by AttentiveFeature Pyramid Fusion and Regression-Voting
Runnan Chen, Yuexin Ma, ... (+3 more)
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cs.CV
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97 |
6 years ago |
| 93 |
Monte-Carlo Sampling applied to Multiple Instance Learning for Histological Image Classification
Marc Combalia, Veronica Vilaplana
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cs.CV
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96 |
7 years ago |
| 94 |
Towards safe deep learning: accurately quantifying biomarker uncertainty in neural network predictions
Zach Eaton-Rosen, Felix Bragman, ... (+3 more)
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cs.CV
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93 |
7 years ago |
| 95 |
GridNet with automatic shape prior registration for automatic MRI cardiac segmentation
Clement Zotti, Zhiming Luo, ... (+3 more)
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cs.CV
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92 |
8 years ago |
| 96 |
Visualizing Convolutional Networks for MRI-based Diagnosis of Alzheimer's Disease
Johannes Rieke, Fabian Eitel, ... (+3 more)
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cs.CV
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91 |
7 years ago |
| 97 |
Dense Volume-to-Volume Vascular Boundary Detection
Jameson Merkow, David Kriegman, ... (+2 more)
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cs.CV
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90 |
9 years ago |
| 98 |
Capsule Networks against Medical Imaging Data Challenges
Amelia Jiménez-Sánchez, Shadi Albarqouni, Diana Mateus
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cs.CV
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89 |
7 years ago |
| 99 |
Automatically Designing CNN Architectures for Medical Image Segmentation
Aliasghar Mortazi, Ulas Bagci
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stat.ML
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88 |
7 years ago |
| 100 |
Simultaneous Recognition and Pose Estimation of Instruments in Minimally Invasive Surgery
Thomas Kurmann, Pablo Marquez Neila, ... (+5 more)
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cs.CV
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88 |
8 years ago |