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James S. Duncan

Yale University

82

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874

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Dual-domain self-supervised learning for accelerated non-Cartesian MRI reconstruction

2022 Medical Image Analysis
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SimCVD: Simple Contrastive Voxel-Wise Representation Distillation for Semi-Supervised Medical Image Segmentation

2022 IEEE Transactions on Medical Imaging
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MALI: A memory efficient and reverse accurate integrator for Neural ODEs

2021 ICLR | International Conference on Learning Representations
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Anatomy-Constrained Contrastive Learning for Synthetic Segmentation without Ground-truth

2021 arXiv: Computer Vision and Pattern Recognition
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BrainGNN: Interpretable Brain Graph Neural Network for fMRI Analysis

2021 Medical Image Analysis
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Estimating Reproducible Functional Networks Associated with Task Dynamics using Unsupervised LSTMs.

2021 arXiv: Quantitative Methods
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A Review of Deep Learning in Medical Imaging: Imaging Traits, Technology Trends, Case Studies With Progress Highlights, and Future Promises

2021
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Anatomy-guided multimodal registration by learning segmentation without ground truth: Application to intraprocedural CBCT/MR liver segmentation and registration.

2021 Medical Image Analysis
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Deep learning-assisted differentiation of pathologically proven atypical and typical hepatocellular carcinoma (HCC) versus non-HCC on contrast-enhanced MRI of the liver.

2021 European Radiology
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MALI: A memory efficient and reverse accurate integrator for Neural ODEs

2021 arXiv: Learning
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