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Camila Gonzalez

Spectral Graph Sample Weighting for Interpretable Sub-cohort Analysis in Predictive Models for Neuroimaging

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Oct 01, 2024
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Unlocking Robust Segmentation Across All Age Groups via Continual Learning

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Apr 19, 2024
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Jointly Exploring Client Drift and Catastrophic Forgetting in Dynamic Learning

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Sep 01, 2023
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Distance-based detection of out-of-distribution silent failures for Covid-19 lung lesion segmentation

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Aug 05, 2022
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Task-agnostic Continual Hippocampus Segmentation for Smooth Population Shifts

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Aug 05, 2022
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Quality monitoring of federated Covid-19 lesion segmentation

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Dec 16, 2021
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How Reliable Are Out-of-Distribution Generalization Methods for Medical Image Segmentation?

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Sep 03, 2021
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Adversarial Continual Learning for Multi-Domain Hippocampal Segmentation

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Jul 25, 2021
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Detecting when pre-trained nnU-Net models fail silently for Covid-19 lung lesion segmentation

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Jul 14, 2021
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What is Wrong with Continual Learning in Medical Image Segmentation?

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Oct 21, 2020
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