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Raghav Mehta

Debiasing Counterfactuals In the Presence of Spurious Correlations

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Aug 21, 2023
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Mitigating Calibration Bias Without Fixed Attribute Grouping for Improved Fairness in Medical Imaging Analysis

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Jul 20, 2023
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Improving Image-Based Precision Medicine with Uncertainty-Aware Causal Models

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May 05, 2023
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Evaluating the Fairness of Deep Learning Uncertainty Estimates in Medical Image Analysis

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Mar 06, 2023
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You Only Need a Good Embeddings Extractor to Fix Spurious Correlations

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Dec 12, 2022
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Rethinking Generalization: The Impact of Annotation Style on Medical Image Segmentation

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Oct 31, 2022
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Information Gain Sampling for Active Learning in Medical Image Classification

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Aug 01, 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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Sub-cortical structure segmentation database for young population

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Nov 10, 2021
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Cohort Bias Adaptation in Aggregated Datasets for Lesion Segmentation

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Aug 02, 2021
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