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One Network to Segment Them All: A General, Lightweight System for Accurate 3D Medical Image Segmentation
Mathias Perslev, Erik Bjørnager Dam, ... (+2 more)
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cs.LG
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87 |
6 years ago |
| 102 |
Generating Highly Realistic Images of Skin Lesions with GANs
Christoph Baur, Shadi Albarqouni, Nassir Navab
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cs.CV
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87 |
7 years ago |
| 103 |
Brain Tumor Segmentation and Tractographic Feature Extraction from Structural MR Images for Overall Survival Prediction
Po-Yu Kao, Thuyen Ngo, ... (+3 more)
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cs.CV
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87 |
7 years ago |
| 104 |
Unsupervised Domain Adaptation for Automatic Estimation of Cardiothoracic Ratio
Nanqing Dong, Michael Kampffmeyer, ... (+4 more)
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cs.CV
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86 |
7 years ago |
| 105 |
Fully Automatic and Real-Time Catheter Segmentation in X-Ray Fluoroscopy
Pierre Ambrosini, Daniel Ruijters, ... (+3 more)
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cs.CV
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86 |
8 years ago |
| 106 |
A joint 3D UNet-Graph Neural Network-based method for Airway Segmentation from chest CTs
Antonio Garcia-Uceda Juarez, Raghavendra Selvan, ... (+2 more)
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eess.IV
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84 |
6 years ago |
| 107 |
Testing the robustness of attribution methods for convolutional neural networks in MRI-based Alzheimer's disease classification
Fabian Eitel, Kerstin Ritter
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eess.IV
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81 |
6 years ago |
| 108 |
Modality-Pairing Learning for Brain Tumor Segmentation
Yixin Wang, Yao Zhang, ... (+6 more)
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eess.IV
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80 |
5 years ago |
| 109 |
Self-Supervised Learning for Spinal MRIs
Amir Jamaludin, Timor Kadir, Andrew Zisserman
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cs.CV
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80 |
8 years ago |
| 110 |
Isotropic reconstruction of 3D fluorescence microscopy images using convolutional neural networks
Martin Weigert, Loic Royer, ... (+2 more)
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cs.CV
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80 |
9 years ago |
| 111 |
A Unified Framework for Tumor Proliferation Score Prediction in Breast Histopathology
Kyunghyun Paeng, Sangheum Hwang, ... (+2 more)
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cs.CV
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80 |
9 years ago |
| 112 |
Automatic Data Augmentation for 3D Medical Image Segmentation
Ju Xu, Mengzhang Li, Zhanxing Zhu
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eess.IV
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78 |
5 years ago |
| 113 |
Edge-variational Graph Convolutional Networks for Uncertainty-aware Disease Prediction
Yongxiang Huang, Albert C. S. Chung
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eess.IV
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77 |
5 years ago |
| 114 |
mlVIRNET: Multilevel Variational Image Registration Network
Alessa Hering, Bram van Ginneken, Stefan Heldmann
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cs.CV
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77 |
6 years ago |
| 115 |
MVP-Net: Multi-view FPN with Position-aware Attention for Deep Universal Lesion Detection
Zihao Li, Shu Zhang, ... (+4 more)
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cs.CV
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77 |
6 years ago |
| 116 |
Deep semi-supervised segmentation with weight-averaged consistency targets
Christian S. Perone, Julien Cohen-Adad
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cs.CV
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77 |
7 years ago |
| 117 |
Freehand Ultrasound Image Simulation with Spatially-Conditioned Generative Adversarial Networks
Yipeng Hu, Eli Gibson, ... (+5 more)
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cs.LG
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77 |
8 years ago |
| 118 |
Multi-Planar Deep Segmentation Networks for Cardiac Substructures from MRI and CT
Aliasghar Mortazi, Jeremy Burt, Ulas Bagci
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stat.ML
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77 |
8 years ago |
| 119 |
Brain Biomarker Interpretation in ASD Using Deep Learning and fMRI
Xiaoxiao Li, Nicha C. Dvornek, ... (+3 more)
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cs.CV
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76 |
7 years ago |
| 120 |
Deep Learning Based Instance Segmentation in 3D Biomedical Images Using Weak Annotation
Zhuo Zhao, Lin Yang, ... (+4 more)
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cs.CV
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76 |
7 years ago |
| 121 |
Learning Interpretable Anatomical Features Through Deep Generative Models: Application to Cardiac Remodeling
Carlo Biffi, Ozan Oktay, ... (+10 more)
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cs.CV
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73 |
7 years ago |
| 122 |
Unsupervised Multi-modal Style Transfer for Cardiac MR Segmentation
Chen Chen, Cheng Ouyang, ... (+5 more)
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eess.IV
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72 |
6 years ago |
| 123 |
TandemNet: Distilling Knowledge from Medical Images Using Diagnostic Reports as Optional Semantic References
Zizhao Zhang, Pingjun Chen, ... (+2 more)
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cs.CV
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72 |
8 years ago |
| 124 |
Scribble-based Hierarchical Weakly Supervised Learning for Brain Tumor Segmentation
Zhanghexuan Ji, Yan Shen, ... (+2 more)
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eess.IV
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70 |
6 years ago |
| 125 |
Improving the Segmentation of Anatomical Structures in Chest Radiographs using U-Net with an ImageNet Pre-trained Encoder
Maayan Frid-Adar, Avi Ben-Cohen, ... (+2 more)
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cs.CV
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70 |
7 years ago |
| 126 |
Automatic Airway Segmentation in chest CT using Convolutional Neural Networks
A. Garcia-Uceda Juarez, H. A. W. M. Tiddens, M. de Bruijne
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cs.CV
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69 |
7 years ago |
| 127 |
Full Quantification of Left Ventricle via Deep Multitask Learning Network Respecting Intra- and Inter-Task Relatedness
Wufeng Xue, Andrea Lum, ... (+4 more)
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cs.CV
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69 |
8 years ago |
| 128 |
Accurate Weakly-Supervised Deep Lesion Segmentation using Large-Scale Clinical Annotations: Slice-Propagated 3D Mask Generation from 2D RECIST
Jinzheng Cai, Youbao Tang, ... (+6 more)
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cs.CV
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68 |
7 years ago |
| 129 |
Deep Reinforcement Learning for Surgical Gesture Segmentation and Classification
Daochang Liu, Tingting Jiang
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⏳
Coming Soon™
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cs.CV
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67 |
7 years ago |
| 130 |
Shape-Aware Complementary-Task Learning for Multi-Organ Segmentation
Fernando Navarro, Suprosanna Shit, ... (+6 more)
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cs.CV
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66 |
6 years ago |
| 131 |
Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmentation
Utku Ozbulak, Arnout Van Messem, Wesley De Neve
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🌅
Old Age
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eess.IV
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65 |
6 years ago |
| 132 |
DeepSSM: A Deep Learning Framework for Statistical Shape Modeling from Raw Images
Riddhish Bhalodia, Shireen Y. Elhabian, ... (+2 more)
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cs.CV
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65 |
7 years ago |
| 133 |
Glioma Segmentation with Cascaded Unet
Dmitry Lachinov, Evgeny Vasiliev, Vadim Turlapov
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cs.CV
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65 |
7 years ago |
| 134 |
Joint Segmentation and Uncertainty Visualization of Retinal Layers in Optical Coherence Tomography Images using Bayesian Deep Learning
Suman Sedai, Bhavna Antony, ... (+2 more)
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cs.CV
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65 |
7 years ago |
| 135 |
Test-time Unsupervised Domain Adaptation
Thomas Varsavsky, Mauricio Orbes-Arteaga, ... (+4 more)
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64 |
5 years ago |
| 136 |
Graph Convolutional Networks for Coronary Artery Segmentation in Cardiac CT Angiography
Jelmer M. Wolterink, Tim Leiner, Ivana Išgum
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eess.IV
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64 |
6 years ago |
| 137 |
Scalable multimodal convolutional networks for brain tumour segmentation
Lucas Fidon, Wenqi Li, ... (+5 more)
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cs.CV
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64 |
8 years ago |
| 138 |
Real-time 3D Tracking of Articulated Tools for Robotic Surgery
Menglong Ye, Lin Zhang, ... (+2 more)
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cs.CV
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64 |
9 years ago |
| 139 |
Synthetic and Real Inputs for Tool Segmentation in Robotic Surgery
Emanuele Colleoni, Philip Edwards, Danail Stoyanov
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cs.CV
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63 |
5 years ago |
| 140 |
Brain Tumor Segmentation and Survival Prediction
Rupal Agravat, Mehul S Raval
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eess.IV
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63 |
6 years ago |
| 141 |
Simultaneous Segmentation and Classification of Bone Surfaces from Ultrasound Using a Multi-feature Guided CNN
Puyang Wang, Vishal M. Patel, Ilker Hacihaliloglu
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cs.CV
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63 |
7 years ago |
| 142 |
Standard Plane Detection in 3D Fetal Ultrasound Using an Iterative Transformation Network
Yuanwei Li, Bishesh Khanal, ... (+9 more)
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🌅
Old Age
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cs.CV
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63 |
7 years ago |
| 143 |
ssEMnet: Serial-section Electron Microscopy Image Registration using a Spatial Transformer Network with Learned Features
Inwan Yoo, David G. C. Hildebrand, ... (+3 more)
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cs.CV
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63 |
8 years ago |
| 144 |
GP-Unet: Lesion Detection from Weak Labels with a 3D Regression Network
Florian Dubost, Gerda Bortsova, ... (+5 more)
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cs.CV
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63 |
8 years ago |
| 145 |
Fully-Automated Analysis of Body Composition from CT in Cancer Patients Using Convolutional Neural Networks
Christopher P. Bridge, Michael Rosenthal, ... (+16 more)
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cs.CV
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62 |
7 years ago |
| 146 |
Real-time Prediction of Segmentation Quality
Robert Robinson, Ozan Oktay, ... (+18 more)
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cs.CV
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62 |
7 years ago |
| 147 |
Kid-Net: Convolution Networks for Kidney Vessels Segmentation from CT-Volumes
Ahmed Taha, Pechin Lo, ... (+2 more)
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cs.CV
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61 |
7 years ago |
| 148 |
Accurate Esophageal Gross Tumor Volume Segmentation in PET/CT using Two-Stream Chained 3D Deep Network Fusion
Dakai Jin, Dazhou Guo, ... (+5 more)
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eess.IV
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60 |
6 years ago |
| 149 |
H2NF-Net for Brain Tumor Segmentation using Multimodal MR Imaging: 2nd Place Solution to BraTS Challenge 2020 Segmentation Task
Haozhe Jia, Weidong Cai, ... (+2 more)
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57 |
5 years ago |
| 150 |
Iterative Attention Mining for Weakly Supervised Thoracic Disease Pattern Localization in Chest X-Rays
Jinzheng Cai, Le Lu, ... (+4 more)
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cs.CV
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57 |
7 years ago |