Óscar Escudero-Arnanz

14 papers B 2Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Explainable Temporal Inference for Irregular Multivariate Time Series. A Case Study for Early Prediction of Multidrug Resistance.
IEEE Trans. Biomed. Eng.
Óscar Escudero-Arnanz, Cristina Soguero-Ruíz, Joaquín Álvarez-Rodríguez, Antonio G. Marques
2026 J jnl
Interpretable large language models for early prediction of antimicrobial multidrug resistance.
Health Inf. Sci. Syst.
Lucía Carmona-Martos, Paula Martín-Palomeque, Óscar Escudero-Arnanz, Cristina Soguero-Ruíz
2025 B conf
Advanced Graph-Based Approaches for Predicting Antimicrobial Resistance in Intensive Care Units.
CBMS
Paula Martín-Palomeque, Óscar Escudero-Arnanz, Cristina Soguero-Ruíz, Antonio G. Marques
2025 J jnl
Early Detection of Multidrug Resistance Using Multivariate Time Series Analysis and Interpretable Patient-Similarity Representations.
CoRR
Óscar Escudero-Arnanz, Antonio G. Marques, Inmaculada Mora-Jiménez, Joaquín Álvarez-Rodríguez, Cristina Soguero-Ruíz
2025 J jnl
Early detection of Multidrug Resistance using Multivariate Time Series analysis and interpretable patient-similarity representations.
Comput. Methods Programs Biomed.
Óscar Escudero-Arnanz, Antonio G. Marques, Inmaculada Mora-Jiménez, Joaquín Álvarez-Rodríguez, Cristina Soguero-Ruíz
2025 J jnl
Explainable Spatio-Temporal GCNNs for Irregular Multivariate Time Series: Architecture and Application to ICU Patient Data.
IEEE Trans. Signal Inf. Process. over Networks
Óscar Escudero-Arnanz, Cristina Soguero-Ruíz, Antonio G. Marques
2025 J jnl
Multimodal interpretable data-driven models for early prediction of multidrug resistance using multivariate time series.
Health Inf. Sci. Syst.
Óscar Escudero-Arnanz, Sergio Martínez-Agüero, Paula Martín-Palomeque, Antonio G. Marques, Inmaculada Mora-Jiménez, Joaquín Álvarez-Rodríguez, Cristina Soguero-Ruíz
2024 J jnl
Explainable Artificial Intelligence Techniques for Irregular Temporal Classification of Multidrug Resistance Acquisition in Intensive Care Unit Patients.
CoRR
Óscar Escudero-Arnanz, Cristina Soguero-Ruíz, Joaquín Álvarez-Rodríguez, Antonio G. Marques
2024 J jnl
Explainable Spatio-Temporal GCNNs for Irregular Multivariate Time Series: Architecture and Application to ICU Patient Data.
CoRR
Óscar Escudero-Arnanz, Cristina Soguero-Ruíz, Antonio G. Marques
2024 — conf
Irregular Temporal Classification of Multidrug Resistance Development in Intensive Care Unit Patients.
BIBM
Paula Martín-Palomeque, Óscar Escudero-Arnanz, Joaquín Álvarez-Rodríguez, Cristina Soguero-Ruíz
2024 B conf
Low-Rank Tensor Completion for Heart Failure Exacerbation Detection in Multivariate Time Series with Missing Data.
CBMS
Óscar Escudero-Arnanz, Rosa Sicilia, Cristina Soguero-Ruíz, Inmaculada Mora-Jiménez, Diana Lelli, Claudio Pedone, Antonio G. Marques
2023 J jnl
dtwParallel: A Python package to efficiently compute dynamic time warping between time series.
SoftwareX
Óscar Escudero-Arnanz, Antonio G. Marques, Cristina Soguero-Ruíz, Inmaculada Mora-Jiménez, Gregorio Robles
2021 J jnl
On the Use of Time Series Kernel and Dimensionality Reduction to Identify the Acquisition of Antimicrobial Multidrug Resistance in the Intensive Care Unit.
CoRR
Óscar Escudero-Arnanz, Joaquín Álvarez-Rodríguez, Karl Øyvind Mikalsen, Robert Jenssen, Cristina Soguero-Ruíz
2020 — conf
Temporal Feature Selection for Characterizing Antimicrobial Multidrug Resistance in the Intensive Care Unit.
AAI4H@ECAI
Óscar Escudero-Arnanz, Inmaculada Mora-Jiménez, Sergio Martínez-Agüero, Joaquín Álvarez-Rodríguez, Cristina Soguero-Ruíz