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Cristina Soguero-Ruiz

Explainable Spatio-Temporal GCNNs for Irregular Multivariate Time Series: Architecture and Application to ICU Patient Data

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Nov 01, 2024
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On the Use of Time Series Kernel and Dimensionality Reduction to Identify the Acquisition of Antimicrobial Multidrug Resistance in the Intensive Care Unit

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Jul 07, 2021
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A Kernel to Exploit Informative Missingness in Multivariate Time Series from EHRs

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Feb 27, 2020
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Time series cluster kernels to exploit informative missingness and incomplete label information

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Jul 10, 2019
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Noisy multi-label semi-supervised dimensionality reduction

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Feb 20, 2019
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An Unsupervised Multivariate Time Series Kernel Approach for Identifying Patients with Surgical Site Infection from Blood Samples

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Mar 21, 2018
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Classification of postoperative surgical site infections from blood measurements with missing data using recurrent neural networks

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Nov 17, 2017
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Time Series Cluster Kernel for Learning Similarities between Multivariate Time Series with Missing Data

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Jun 29, 2017
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