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Matthew S. Rosen

Probabilistic Contrastive Learning with Explicit Concentration on the Hypersphere

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May 26, 2024
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Quantifying white matter hyperintensity and brain volumes in heterogeneous clinical and low-field portable MRI

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Dec 08, 2023
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Resolution- and Stimulus-agnostic Super-Resolution of Ultra-High-Field Functional MRI: Application to Visual Studies

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Nov 25, 2023
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Uncertainty Estimation for Deep Learning Image Reconstruction using a Local Lipschitz Metric

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May 12, 2023
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Synthetic Low-Field MRI Super-Resolution Via Nested U-Net Architecture

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Nov 28, 2022
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On Real-time Image Reconstruction with Neural Networks for MRI-guided Radiotherapy

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Feb 10, 2022
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Accurate super-resolution low-field brain MRI

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Feb 07, 2022
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MR fingerprinting Deep RecOnstruction NEtwork (DRONE)

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Apr 24, 2018
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Image reconstruction by domain transform manifold learning

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Apr 28, 2017
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