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Catarina Barata

Prediction of 30-day hospital readmission with clinical notes and EHR information

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Mar 29, 2025
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MIL vs. Aggregation: Evaluating Patient-Level Survival Prediction Strategies Using Graph-Based Learning

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Mar 29, 2025
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The Role of Graph-based MIL and Interventional Training in the Generalization of WSI Classifiers

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Jan 31, 2025
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Continual Deep Active Learning for Medical Imaging: Replay-Base Architecture for Context Adaptation

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Jan 14, 2025
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Pinpoint Counterfactuals: Reducing social bias in foundation models via localized counterfactual generation

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Dec 12, 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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Extending 3D body pose estimation for robotic-assistive therapies of autistic children

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Feb 12, 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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Test-Time Selection for Robust Skin Lesion Analysis

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Aug 10, 2023
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