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Juan Miguel Lopez Alcaraz

Estimation of Cardiac and Non-cardiac Diagnosis from Electrocardiogram Features

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Aug 30, 2024
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MDS-ED: Multimodal Decision Support in the Emergency Department -- a Benchmark Dataset for Diagnoses and Deterioration Prediction in Emergency Medicine

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Jul 26, 2024
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CardioLab: Laboratory Values Estimation from Electrocardiogram Features -- An Exploratory Study

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Jul 26, 2024
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CausalConceptTS: Causal Attributions for Time Series Classification using High Fidelity Diffusion Models

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May 24, 2024
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Cardiac and extracardiac discharge diagnosis prediction from emergency department ECGs using deep learning

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Dec 18, 2023
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Uncovering ECG Changes during Healthy Aging using Explainable AI

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Oct 11, 2023
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Diffusion-based Conditional ECG Generation with Structured State Space Models

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Jan 19, 2023
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Diffusion-based Time Series Imputation and Forecasting with Structured State Space Models

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Aug 19, 2022
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From Interpretable Filters to Predictions of Convolutional Neural Networks with Explainable Artificial Intelligence

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Jul 26, 2022
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