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Gary Egan

Deep kernel representations of latent space features for low-dose PET-MR imaging robust to variable dose reduction

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Sep 10, 2024
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SeCo-INR: Semantically Conditioned Implicit Neural Representations for Improved Medical Image Super-Resolution

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Sep 02, 2024
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Motion-Informed Deep Learning for Brain MR Image Reconstruction Framework

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May 28, 2024
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Contrastive Learning MRI Reconstruction

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Jun 01, 2023
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PixCUE: Joint Uncertainty Estimation and Image Reconstruction in MRI using Deep Pixel Classification

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Mar 08, 2023
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Hybrid Window Attention Based Transformer Architecture for Brain Tumor Segmentation

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Sep 16, 2022
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Multi-head Cascaded Swin Transformers with Attention to k-space Sampling Pattern for Accelerated MRI Reconstruction

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Jul 18, 2022
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Reciprocal Adversarial Learning for Brain Tumor Segmentation: A Solution to BraTS Challenge 2021 Segmentation Task

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Jan 11, 2022
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A Volumetric Transformer for Accurate 3D Tumor Segmentation

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Nov 26, 2021
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Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image Segmentation

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Aug 25, 2021
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