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Training Medical Image Analysis Systems like Radiologists
Gabriel Maicas, Andrew P. Bradley, ... (+3 more)
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7 years ago |
| 152 |
Visualizing Convolutional Neural Networks to Improve Decision Support for Skin Lesion Classification
Pieter Van Molle, Miguel De Strooper, ... (+4 more)
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7 years ago |
| 153 |
Deeper Image Quality Transfer: Training Low-Memory Neural Networks for 3D Images
Stefano B. Blumberg, Ryutaro Tanno, ... (+2 more)
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56 |
7 years ago |
| 154 |
Dynamic Routing on Deep Neural Network for Thoracic Disease Classification and Sensitive Area Localization
Yan Shen, Mingchen Gao
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56 |
7 years ago |
| 155 |
Characterization of Lung Nodule Malignancy using Hybrid Shape and Appearance Features
Mario Buty, Ziyue Xu, ... (+4 more)
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cs.CV
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9 years ago |
| 156 |
Self-supervised Learning for Dense Depth Estimation in Monocular Endoscopy
Xingtong Liu, Ayushi Sinha, ... (+5 more)
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7 years ago |
| 157 |
Ischemic Stroke Lesion Segmentation in CT Perfusion Scans using Pyramid Pooling and Focal Loss
S. Mazdak Abulnaga, Jonathan Rubin
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cs.CV
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54 |
7 years ago |
| 158 |
Multimodal CNN Networks for Brain Tumor Segmentation in MRI: A BraTS 2022 Challenge Solution
Ramy A. Zeineldin, Mohamed E. Karar, ... (+2 more)
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3 years ago |
| 159 |
CASED: Curriculum Adaptive Sampling for Extreme Data Imbalance
Andrew Jesson, Nicolas Guizard, ... (+4 more)
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7 years ago |
| 160 |
Complex Fully Convolutional Neural Networks for MR Image Reconstruction
Muneer Ahmad Dedmari, Sailesh Conjeti, ... (+4 more)
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7 years ago |
| 161 |
Vulnerability Analysis of Chest X-Ray Image Classification Against Adversarial Attacks
Saeid Asgari Taghanaki, Arkadeep Das, Ghassan Hamarneh
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cs.CV
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53 |
7 years ago |
| 162 |
Non-Rigid Volume to Surface Registration using a Data-Driven Biomechanical Model
Micha Pfeiffer, Carina Riediger, ... (+6 more)
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5 years ago |
| 163 |
Neural Style Transfer Improves 3D Cardiovascular MR Image Segmentation on Inconsistent Data
Chunwei Ma, Zhanghexuan Ji, Mingchen Gao
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cs.CV
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52 |
6 years ago |
| 164 |
Dilated Convolutions in Neural Networks for Left Atrial Segmentation in 3D Gadolinium Enhanced-MRI
Sulaiman Vesal, Nishant Ravikumar, Andreas Maier
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52 |
7 years ago |
| 165 |
Uncertainty in multitask learning: joint representations for probabilistic MR-only radiotherapy planning
Felix J. S. Bragman, Ryutaro Tanno, ... (+7 more)
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7 years ago |
| 166 |
Generalized Wasserstein Dice Score, Distributionally Robust Deep Learning, and Ranger for brain tumor segmentation: BraTS 2020 challenge
Lucas Fidon, Sebastien Ourselin, Tom Vercauteren
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51 |
5 years ago |
| 167 |
Degenerative Adversarial NeuroImage Nets: Generating Images that Mimic Disease Progression
Daniele Ravi, Daniel C. Alexander, Neil P. Oxtoby
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51 |
6 years ago |
| 168 |
Hyper-Pairing Network for Multi-Phase Pancreatic Ductal Adenocarcinoma Segmentation
Yuyin Zhou, Yingwei Li, ... (+6 more)
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6 years ago |
| 169 |
A Novel Domain Adaptation Framework for Medical Image Segmentation
Amir Gholami, Shashank Subramanian, ... (+7 more)
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7 years ago |
| 170 |
Improved Breast Mass Segmentation in Mammograms with Conditional Residual U-net
Heyi Li, Dongdong Chen, ... (+3 more)
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7 years ago |
| 171 |
Studying Robustness of Semantic Segmentation under Domain Shift in cardiac MRI
Peter M. Full, Fabian Isensee, ... (+2 more)
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5 years ago |
| 172 |
IRNet: Instance Relation Network for Overlapping Cervical Cell Segmentation
Yanning Zhou, Hao Chen, ... (+3 more)
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49 |
6 years ago |
| 173 |
Accurate Lung Segmentation via Network-Wise Training of Convolutional Networks
Sangheum Hwang, Sunggyun Park
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cs.CV
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49 |
8 years ago |
| 174 |
Automatically Segmenting the Left Atrium from Cardiac Images Using Successive 3D U-Nets and a Contour Loss
Shuman Jia, Antoine Despinasse, ... (+6 more)
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48 |
7 years ago |
| 175 |
Temporal coherence-based self-supervised learning for laparoscopic workflow analysis
Isabel Funke, Alexander Jenke, ... (+4 more)
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48 |
7 years ago |
| 176 |
Temporal HeartNet: Towards Human-Level Automatic Analysis of Fetal Cardiac Screening Video
Weilin Huang, Christopher P. Bridge, ... (+2 more)
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48 |
8 years ago |
| 177 |
DeepTract: A Probabilistic Deep Learning Framework for White Matter Fiber Tractography
Itay Benou, Tammy Riklin-Raviv
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cs.CV
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47 |
7 years ago |
| 178 |
Resource Optimized Neural Architecture Search for 3D Medical Image Segmentation
Woong Bae, Seungho Lee, ... (+4 more)
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6 years ago |
| 179 |
Context Aware 3D UNet for Brain Tumor Segmentation
Parvez Ahmad, Saqib Qamar, ... (+2 more)
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5 years ago |
| 180 |
Brain decoding from functional MRI using long short-term memory recurrent neural networks
Hongming Li, Yong Fan
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45 |
7 years ago |
| 181 |
Deep Chronnectome Learning via Full Bidirectional Long Short-Term Memory Networks for MCI Diagnosis
Weizheng Yan, Han Zhang, ... (+2 more)
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7 years ago |
| 182 |
Reinforced Auto-Zoom Net: Towards Accurate and Fast Breast Cancer Segmentation in Whole-slide Images
Nanqing Dong, Michael Kampffmeyer, ... (+4 more)
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7 years ago |
| 183 |
Magnetic Resonance Fingerprinting Reconstruction via Spatiotemporal Convolutional Neural Networks
Fabian Balsiger, Amaresha Shridhar Konar, ... (+5 more)
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7 years ago |
| 184 |
Magnetic Resonance Spectroscopy Quantification using Deep Learning
Nima Hatami, Michaël Sdika, Hélène Ratiney
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cs.CV
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45 |
7 years ago |
| 185 |
Weakly Supervised Cell Instance Segmentation by Propagating from Detection Response
Kazuya Nishimura, Dai Fei Elmer Ker, Ryoma Bise
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44 |
6 years ago |
| 186 |
Distanced LSTM: Time-Distanced Gates in Long Short-Term Memory Models for Lung Cancer Detection
Riqiang Gao, Yuankai Huo, ... (+10 more)
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6 years ago |
| 187 |
Integrating cross-modality hallucinated MRI with CT to aid mediastinal lung tumor segmentation
Jue Jiang, Jason Hu, ... (+5 more)
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6 years ago |
| 188 |
Multi-Domain Adaptation in Brain MRI through Paired Consistency and Adversarial Learning
Mauricio Orbes-Arteaga, Thomas Varsavsky, ... (+10 more)
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6 years ago |
| 189 |
Multi-Context Deep Network for Angle-Closure Glaucoma Screening in Anterior Segment OCT
Huazhu Fu, Yanwu Xu, ... (+6 more)
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44 |
7 years ago |
| 190 |
Weakly Supervised Universal Fracture Detection in Pelvic X-rays
Yirui Wang, Le Lu, ... (+6 more)
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43 |
6 years ago |
| 191 |
TUNA-Net: Task-oriented UNsupervised Adversarial Network for Disease Recognition in Cross-Domain Chest X-rays
Yuxing Tang, Youbao Tang, ... (+3 more)
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6 years ago |
| 192 |
Data Consistent Artifact Reduction for Limited Angle Tomography with Deep Learning Prior
Yixing Huang, Alexander Preuhs, ... (+4 more)
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6 years ago |
| 193 |
Deep multiscale convolutional feature learning for weakly supervised localization of chest pathologies in X-ray images
Suman Sedai, Dwarikanath Mahapatra, ... (+3 more)
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43 |
7 years ago |
| 194 |
Approximate k-space models and Deep Learning for fast photoacoustic reconstruction
Andreas Hauptmann, Ben Cox, ... (+5 more)
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43 |
7 years ago |
| 195 |
Deep Learning for Isotropic Super-Resolution from Non-Isotropic 3D Electron Microscopy
Larissa Heinrich, John A. Bogovic, Stephan Saalfeld
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cs.CV
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43 |
8 years ago |
| 196 |
TopNet: Topology Preserving Metric Learning for Vessel Tree Reconstruction and Labelling
Deepak Keshwani, Yoshiro Kitamura, ... (+3 more)
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42 |
5 years ago |
| 197 |
Automatic Cobb Angle Detection using Vertebra Detector and Vertebra Corners Regression
Bidur Khanal, Lavsen Dahal, ... (+2 more)
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cs.CV
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42 |
6 years ago |
| 198 |
An Active Learning Approach for Reducing Annotation Cost in Skin Lesion Analysis
Xueying Shi, Qi Dou, ... (+4 more)
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42 |
6 years ago |
| 199 |
A Multi-task Framework for Skin Lesion Detection and Segmentation
Sulaiman Vesal, Shreyas Malakarjun Patil, ... (+2 more)
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cs.CV
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42 |
7 years ago |
| 200 |
CT Image Enhancement Using Stacked Generative Adversarial Networks and Transfer Learning for Lesion Segmentation Improvement
Youbao Tang, Jinzheng Cai, ... (+6 more)
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cs.CV
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42 |
7 years ago |