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Deep Graph Normalizer: A Geometric Deep Learning Approach for Estimating Connectional Brain Templates
Mustafa Burak Gurbuz, Islem Rekik
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| 252 |
Jointly Discriminative and Generative Recurrent Neural Networks for Learning from fMRI
Nicha C. Dvornek, Xiaoxiao Li, ... (+2 more)
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A Novel Loss Function Incorporating Imaging Acquisition Physics for PET Attenuation Map Generation using Deep Learning
Luyao Shi, John A. Onofrey, ... (+7 more)
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Joint Motion Estimation and Segmentation from Undersampled Cardiac MR Image
Chen Qin, Wenjia Bai, ... (+5 more)
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Predicting Conversion of Mild Cognitive Impairments to Alzheimer's Disease and Exploring Impact of Neuroimaging
Yaroslav Shmulev, Mikhail Belyaev
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| 256 |
Brain Tumor Segmentation Network Using Attention-based Fusion and Spatial Relationship Constraint
Chenyu Liu, Wangbin Ding, ... (+5 more)
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| 257 |
Modeling Disease Progression In Retinal OCTs With Longitudinal Self-Supervised Learning
Antoine Rivail, Ursula Schmidt-Erfurth, ... (+6 more)
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| 258 |
Adversarial Pulmonary Pathology Translation for Pairwise Chest X-ray Data Augmentation
Yunyan Xing, Zongyuan Ge, ... (+5 more)
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| 259 |
Agent with Warm Start and Active Termination for Plane Localization in 3D Ultrasound
Haoran Dou, Xin Yang, ... (+9 more)
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Noise as Domain Shift: Denoising Medical Images by Unpaired Image Translation
Ilja Manakov, Markus Rohm, ... (+4 more)
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| 261 |
Recon-GLGAN: A Global-Local context based Generative Adversarial Network for MRI Reconstruction
Balamurali Murugesan, Vijaya Raghavan S, ... (+3 more)
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| 262 |
Synthesizing CT from Ultrashort Echo-Time MR Images via Convolutional Neural Networks
Snehashis Roy, John A. Butman, Dzung L. Pham
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| 263 |
Active Learning for Segmentation by Optimizing Content Information for Maximal Entropy
Firat Ozdemir, Zixuan Peng, ... (+3 more)
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7 years ago |
| 264 |
Uncertainty-driven refinement of tumor-core segmentation using 3D-to-2D networks with label uncertainty
Richard McKinley, Micheal Rebsamen, ... (+4 more)
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| 265 |
Let's agree to disagree: learning highly debatable multirater labelling
Carole H. Sudre, Beatriz Gomez Anson, ... (+10 more)
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6 years ago |
| 266 |
High quality ultrasonic multi-line transmission through deep learning
Sanketh Vedula, Ortal Senouf, ... (+6 more)
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7 years ago |
| 267 |
Gaze2Segment: A Pilot Study for Integrating Eye-Tracking Technology into Medical Image Segmentation
Naji Khosravan, Haydar Celik, ... (+10 more)
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9 years ago |
| 268 |
Deep Learning for Low-Field to High-Field MR: Image Quality Transfer with Probabilistic Decimation Simulator
Hongxiang Lin, Matteo Figini, ... (+11 more)
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6 years ago |
| 269 |
Deep Learning using K-space Based Data Augmentation for Automated Cardiac MR Motion Artefact Detection
Ilkay Oksuz, Bram Ruijsink, ... (+7 more)
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| 270 |
Cutting out the middleman: measuring nuclear area in histopathology slides without segmentation
Mitko Veta, Paul J. van Diest, Josien P. W. Pluim
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9 years ago |
| 271 |
Efficient Bayesian Uncertainty Estimation for nnU-Net
Yidong Zhao, Changchun Yang, ... (+2 more)
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3 years ago |
| 272 |
BoxPolyp:Boost Generalized Polyp Segmentation Using Extra Coarse Bounding Box Annotations
Jun Wei, Yiwen Hu, ... (+4 more)
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3 years ago |
| 273 |
Semi-supervised Cardiac Image Segmentation via Label Propagation and Style Transfer
Yao Zhang, Jiawei Yang, ... (+7 more)
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5 years ago |
| 274 |
Cascaded Convolutional Neural Network for Automatic Myocardial Infarction Segmentation from Delayed-Enhancement Cardiac MRI
Yichi Zhang
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5 years ago |
| 275 |
Enhancing MRI Brain Tumor Segmentation with an Additional Classification Network
Hieu T. Nguyen, Tung T. Le, ... (+2 more)
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| 276 |
UXNet: Searching Multi-level Feature Aggregation for 3D Medical Image Segmentation
Yuanfeng Ji, Ruimao Zhang, ... (+4 more)
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| 277 |
Automatic Brain Tumour Segmentation and Biophysics-Guided Survival Prediction
Shuo Wang, Chengliang Dai, ... (+4 more)
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6 years ago |
| 278 |
A hybrid deep learning framework for integrated segmentation and registration: evaluation on longitudinal white matter tract changes
Bo Li, Wiro Niessen, ... (+5 more)
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6 years ago |
| 279 |
Shallow vs deep learning architectures for white matter lesion segmentation in the early stages of multiple sclerosis
Francesco La Rosa, Mário João Fartaria, ... (+5 more)
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| 280 |
Improving Breast Cancer Detection using Symmetry Information with Deep Learning
Yeman Brhane Hagos, Albert Gubern Merida, Jonas Teuwen
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7 years ago |
| 281 |
Deep nested level sets: Fully automated segmentation of cardiac MR images in patients with pulmonary hypertension
Jinming Duan, Jo Schlemper, ... (+7 more)
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| 282 |
Harnessing Uncertainty in Domain Adaptation for MRI Prostate Lesion Segmentation
Eleni Chiou, Francesco Giganti, ... (+3 more)
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5 years ago |
| 283 |
Few-shot Learning with Deep Triplet Networks for Brain Imaging Modality Recognition
Santi Puch, Irina Sánchez, Matt Rowe
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| 284 |
ACE-Net: Biomedical Image Segmentation with Augmented Contracting and Expansive Paths
Yanhao Zhu, Zhineng Chen, ... (+4 more)
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| 285 |
UOLO - automatic object detection and segmentation in biomedical images
Teresa Araújo, Guilherme Aresta, ... (+4 more)
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7 years ago |
| 286 |
Computation of Total Kidney Volume from CT images in Autosomal Dominant Polycystic Kidney Disease using Multi-Task 3D Convolutional Neural Networks
Deepak Keshwani, Yoshiro Kitamura, Yuanzhong Li
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| 287 |
Nuclei Detection Using Mixture Density Networks
Navid Alemi Koohababni, Mostafa Jahanifar, ... (+2 more)
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| 288 |
Learning to See Forces: Surgical Force Prediction with RGB-Point Cloud Temporal Convolutional Networks
Cong Gao, Xingtong Liu, ... (+3 more)
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| 289 |
Deeply Supervised Rotation Equivariant Network for Lesion Segmentation in Dermoscopy Images
Xiaomeng Li, Lequan Yu, ... (+2 more)
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| 290 |
Crowd disagreement about medical images is informative
Veronika Cheplygina, Josien P. W. Pluim
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7 years ago |
| 291 |
Classification of Major Depressive Disorder via Multi-Site Weighted LASSO Model
Dajiang Zhu, Brandalyn C. Riedel, ... (+14 more)
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8 years ago |
| 292 |
Transfer Learning for Brain Tumor Segmentation
Jonas Wacker, Marcelo Ladeira, José Eduardo Vaz Nascimento
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| 293 |
Optimization with soft Dice can lead to a volumetric bias
Jeroen Bertels, David Robben, ... (+2 more)
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| 294 |
A Soft STAPLE Algorithm Combined with Anatomical Knowledge
Eytan Kats, Jacob Goldberger, Hayit Greenspan
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| 295 |
Automatic Segmentation of Muscle Tissue and Inter-muscular Fat in Thigh and Calf MRI Images
Rula Amer, Jannette Nassar, ... (+3 more)
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Incorporating Task-Specific Structural Knowledge into CNNs for Brain Midline Shift Detection
Maxim Pisov, Mikhail Goncharov, ... (+10 more)
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Deep Learning Super-Resolution Enables Rapid Simultaneous Morphological and Quantitative Magnetic Resonance Imaging
Akshay Chaudhari, Zhongnan Fang, ... (+3 more)
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| 298 |
Computed Tomography Image Enhancement using 3D Convolutional Neural Network
Meng Li, Shiwen Shen, ... (+3 more)
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| 299 |
PIMMS: Permutation Invariant Multi-Modal Segmentation
Thomas Varsavsky, Zach Eaton-Rosen, ... (+3 more)
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| 300 |
X-ray In-Depth Decomposition: Revealing The Latent Structures
Shadi Albarqouni, Javad Fotouhi, Nassir Navab
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cs.CV
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9 years ago |