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Richard McKinley

Exploring Robustness of Cortical Morphometry in the presence of white matter lesions, using Diffusion Models for Lesion Filling

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Mar 26, 2025
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Isometric Transformations for Image Augmentation in Mueller Matrix Polarimetry

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Nov 12, 2024
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Near-Real-Time Mueller Polarimetric Image Processing for Neurosurgical Intervention

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Mar 01, 2024
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CortexMorph: fast cortical thickness estimation via diffeomorphic registration using VoxelMorph

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Jul 21, 2023
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Biomedical image analysis competitions: The state of current participation practice

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Dec 16, 2022
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Federated Learning Enables Big Data for Rare Cancer Boundary Detection

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Apr 25, 2022
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QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation -- Analysis of Ranking Metrics and Benchmarking Results

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Dec 19, 2021
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Are we using appropriate segmentation metrics? Identifying correlates of human expert perception for CNN training beyond rolling the DICE coefficient

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Mar 10, 2021
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Uncertainty-driven refinement of tumor-core segmentation using 3D-to-2D networks with label uncertainty

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Dec 11, 2020
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ModelHub.AI: Dissemination Platform for Deep Learning Models

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Nov 26, 2019
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