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Michael Barnett

How Much Data are Enough? Investigating Dataset Requirements for Patch-Based Brain MRI Segmentation Tasks

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Apr 04, 2024
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A Deep Learning Analysis of Climate Change, Innovation, and Uncertainty

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Oct 19, 2023
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Improving Multiple Sclerosis Lesion Segmentation Across Clinical Sites: A Federated Learning Approach with Noise-Resilient Training

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Aug 31, 2023
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Precise Few-shot Fat-free Thigh Muscle Segmentation in T1-weighted MRI

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Apr 27, 2023
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TW-BAG: Tensor-wise Brain-aware Gate Network for Inpainting Disrupted Diffusion Tensor Imaging

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Oct 31, 2022
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MS Lesion Segmentation: Revisiting Weighting Mechanisms for Federated Learning

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May 03, 2022
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Decompose to Adapt: Cross-domain Object Detection via Feature Disentanglement

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Jan 06, 2022
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Multiple Sclerosis Lesion Analysis in Brain Magnetic Resonance Images: Techniques and Clinical Applications

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Apr 20, 2021
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