Unsupervised Domain Adaptation with Semantic Consistency Across Heterogeneous Modalities for MRI Prostate Lesion Segmentation
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2021 |
Chiou, Eleni |
Inter-domain Alignment for Predicting High-Resolution Brain Networks Using Teacher-Student Learning
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2021 |
Demir, Basar |
Self-supervised Multi-scale Consistency for Weakly Supervised Segmentation Learning
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2021 |
Valvano, Gabriele |
A Systematic Benchmarking Analysis of Transfer Learning for Medical Image Analysis
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2021 |
Taher, Mohammad Reza Hosseinzadeh |
Exploring Deep Registration Latent Spaces
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2021 |
Estienne, Theo |
Learning from Partially Overlapping Labels: Image Segmentation Under Annotation Shift
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2021 |
Filbrandt, Gregory |
Low-Dose Dynamic CT Perfusion Denoising Without Training Data
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2021 |
Sudarshan, Viswanath P. |
Continual Domain Incremental Learning for Chest X-Ray Classification in Low-Resource Clinical Settings
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2021 |
Srivastava, Shikhar |
Stop Throwing Away Discriminators! Re-using Adversaries for Test-Time Training
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2021 |
Valvano, Gabriele |
Adversarial Continual Learning for Multi-domain Hippocampal Segmentation
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2021 |
Memmel, Marius |
Transductive Image Segmentation: Self-training and Effect of Uncertainty Estimation
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2021 |
Kamnitsas, Konstantinos |
Classification and Generation of Microscopy Images with Plasmodium Falciparum via Artificial Neural Networks Using Low Cost Settings
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2021 |
Ramarolahy, RijaTonny Christian |
COVID-Net US: A Tailored, Highly Efficient, Self-attention Deep Convolutional Neural Network Design for Detection of COVID-19 Patient Cases from Point-of-Care Ultrasound Imaging
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2021 |
MacLean, Alexander |
Sickle Cell Disease Severity Prediction from Percoll Gradient Images Using Graph Convolutional Networks
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2021 |
Sadafı, Ario |
Deep Learning Based Automatic Detection of Adequately Positioned Mammograms
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2021 |
Gupta, Vikash |
Can Non-specialists Provide High Quality Gold Standard Labels in Challenging Modalities?
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2021 |
Budd, Samuel |
FDA: Feature Decomposition and Aggregation for Robust Airway Segmentation
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2021 |
Zhang, Minghui |
Self-supervised Learning of Inter-label Geometric Relationships for Gleason Grade Segmentation
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2021 |
Mahapatra, Dwarikanath |
Self-supervised Multimodal Generalized Zero Shot Learning for Gleason Grading
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2021 |
Mahapatra, Dwarikanath |
Cohort Brias Adaptation in Aggregated Datasets for Lesion Segmentation
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2021 |
Nichyporuk, Brennan |