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Alceu Bissoto

BiasPruner: Debiased Continual Learning for Medical Image Classification

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Jul 11, 2024
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Back to the Basics on Predicting Transfer Performance

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May 30, 2024
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MMIST-ccRCC: A Real World Medical Dataset for the Development of Multi-Modal Systems

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May 02, 2024
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Key Patches Are All You Need: A Multiple Instance Learning Framework For Robust Medical Diagnosis

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May 02, 2024
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XAI for Skin Cancer Detection with Prototypes and Non-Expert Supervision

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Feb 02, 2024
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The Performance of Transferability Metrics does not Translate to Medical Tasks

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Aug 14, 2023
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Test-Time Selection for Robust Skin Lesion Analysis

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Aug 10, 2023
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Even Small Correlation and Diversity Shifts Pose Dataset-Bias Issues

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May 09, 2023
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Artifact-Based Domain Generalization of Skin Lesion Models

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Aug 20, 2022
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A Survey on Deep Learning for Skin Lesion Segmentation

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Jun 01, 2022
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