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Samuel W. Remedios

Nucleus subtype classification using inter-modality learning

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Jan 29, 2024
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Super-Resolution Multi-Contrast Unbiased Eye Atlases With Deep Probabilistic Refinement

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Jan 05, 2024
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AniRes2D: Anisotropic Residual-enhanced Diffusion for 2D MR Super-Resolution

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Dec 07, 2023
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Towards an accurate and generalizable multiple sclerosis lesion segmentation model using self-ensembled lesion fusion

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Dec 03, 2023
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Harmonization-enriched domain adaptation with light fine-tuning for multiple sclerosis lesion segmentation

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Oct 31, 2023
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Exploring shared memory architectures for end-to-end gigapixel deep learning

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Apr 24, 2023
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Deep filter bank regression for super-resolution of anisotropic MR brain images

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Sep 06, 2022
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Extracting 2D weak labels from volume labels using multiple instance learning in CT hemorrhage detection

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Nov 13, 2019
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Generalizing Deep Whole Brain Segmentation for Pediatric and Post-Contrast MRI with Augmented Transfer Learning

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Aug 13, 2019
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