Temporal Feature Selection for Characterizing Antimicrobial Multidrug Resistance in the Intensive Care Unit. - Óscar Escudero-Arnanz; Inmaculada Mora-Jiménez; Sergio Martínez-Agüero; Joaquín Álvarez-Rodríguez; Cristina Soguero-Ruíz (AAI4H@ECAI, 2020)

On the Use of Time Series Kernel and Dimensionality Reduction to Identify the Acquisition of Antimicrobial Multidrug Resistance in the Intensive Care Unit. - Óscar Escudero-Arnanz; Joaquín Álvarez-Rodríguez; Karl Øyvind Mikalsen; Robert Jenssen; Cristina Soguero-Ruíz (CoRR, 2021)

dtwParallel: A Python package to efficiently compute dynamic time warping between time series. - Óscar Escudero-Arnanz; Antonio G. Marques; Cristina Soguero-Ruíz; Inmaculada Mora-Jiménez; Gregorio Robles (SoftwareX, 2023)

Irregular Temporal Classification of Multidrug Resistance Development in Intensive Care Unit Patients. - Paula Martín-Palomeque; Óscar Escudero-Arnanz; Joaquín Álvarez-Rodríguez; Cristina Soguero-Ruíz (BIBM, 2024)

Low-Rank Tensor Completion for Heart Failure Exacerbation Detection in Multivariate Time Series with Missing Data. - Óscar Escudero-Arnanz; Rosa Sicilia; Cristina Soguero-Ruíz; Inmaculada Mora-Jiménez; Diana Lelli; Claudio Pedone; Antonio G. Marques (CBMS, 2024)

Explainable Artificial Intelligence Techniques for Irregular Temporal Classification of Multidrug Resistance Acquisition in Intensive Care Unit Patients. - Óscar Escudero-Arnanz; Cristina Soguero-Ruíz; Joaquín Álvarez-Rodríguez; Antonio G. Marques (CoRR, 2024)

Explainable Spatio-Temporal GCNNs for Irregular Multivariate Time Series: Architecture and Application to ICU Patient Data. - Óscar Escudero-Arnanz; Cristina Soguero-Ruíz; Antonio G. Marques (CoRR, 2024)

Advanced Graph-Based Approaches for Predicting Antimicrobial Resistance in Intensive Care Units. - Paula Martín-Palomeque; Óscar Escudero-Arnanz; Cristina Soguero-Ruíz; Antonio G. Marques (CBMS, 2025)

Early detection of Multidrug Resistance using Multivariate Time Series analysis and interpretable patient-similarity representations. - Óscar Escudero-Arnanz; Antonio G. Marques; Inmaculada Mora-Jiménez; Joaquín Álvarez-Rodríguez; Cristina Soguero-Ruíz (Comput. Methods Programs Biomed., 2025)

Multimodal interpretable data-driven models for early prediction of multidrug resistance using multivariate time series. - Óscar Escudero-Arnanz; Sergio Martínez-Agüero; Paula Martín-Palomeque; Antonio G. Marques; Inmaculada Mora-Jiménez; Joaquín Álvarez-Rodríguez; Cristina Soguero-Ruíz (Health Inf. Sci. Syst., 2025)