Targeted Gradient Descent: A Novel Method for Convolutional Neural Networks Fine-Tuning and Online-Leaming
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2021 |
Chen, Junyu |
Spine-Transformers: Vertebra Detection and Localization in Arbitrary Field-of-View Spine CT with Transformers
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2021 |
Tao, Rong |
Multi-view Analysis of Unregistered Medical Images Using Cross-View Transformers
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2021 |
Tulder, Gijs van |
Generative Self-training for Cross-Domain Unsupervised Tagged-to-Cine MRI Synthesis ......0.000000000000 0000000
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2021 |
Fakhri,, Xiaofeng Liu, Fangxu Xing, Maureen Stone, Jiachen Zhuo, Timothy Reese, Jerry L. Prince, Georges El |
CoTr: Efficiently Bridging CNN and Transformer for 3D Medical Image Segmentation
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2021 |
Xie, Yutong |
Semantic Consistent Unsupervised Domain Adaptation for Cross-Modality Medical Image Segmentation
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2021 |
Zeng, Guodong |
FoldIt: Haustral Folds Detection and Segmentation in Colonoscopy Videos
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2021 |
Mathew, Shawn |
Fighting Class Imbalance with Contrastive Learning
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2021 |
Marrakchi, Yassine |
Interpretable Gender Classification from Retinal Fundus Images Using BagNets
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2021 |
Hlanchezian, Indu |
Towards Semantic Interpretation of Thoracic Disease and COVID-19 Diagnosis Models
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2021 |
Khakzar, Ashkan |
A Principled Approach to Failure Analysis and Model Repairment: Demonstration in Medical Imaging
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2021 |
Henn, Thomas |
Medical Matting: A New Perspective on Medical Segmentation with Uncertainty
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2021 |
Wang, Lin |
Sharpening Local Interpretable Model-Agnostic Explanations for Histopathology: Improved Understandability and Reliability
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2021 |
Graziani, Mara |
PAC Bayesian Performance Guarantees for Deep (Stochastic) Networks in Medical Imaging
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2021 |
Sicilia, Anthony |
Variational Topic Inference for Chest X-Ray Report Generation
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2021 |
Najdenkoska, Ivona |
A Hierarchical Feature Constraint to Camouflage Medical Adversarial Attacks
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2021 |
Yao, Qingsong |
A Unified Hyper-GAN Model for Unpaired Multi-contrast MR Image Translation
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2021 |
Yang, Heran |
Anatomy of Domain Shift Impact on U-Net Layers in MRI Segmentation
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2021 |
Zakazov, Ivan |
OLVA: Optimal Latent Vector Alignment for Unsupervised Domain Adaptation in Medical Image Segmentation
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2021 |
Chanti, Dawood Al |
FedPerl: Semi-supervised Peer Learning for Skin Lesion Classification
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2021 |
Bdair, Tariqg |