RDF/XML JSON-LD N3/Turtle RDF/JSON

Soguero Ruíz, Cristina cristina.soguero@urjc.es

Teoría de la Señal y Comunicaciones y Sistemas Telemáticos y Computación / Universidad Rey Juan Carlos

Publications

Tabular-to-Image Encoding Methods for Melanoma Detection: A Proof-of-Concept

  • Gomez-Martinez, Vanesa
  • Chushig-Muzo, David
  • Soguero-Ruiz, Cristina

Applied Sciences-Basel (p. 2459-2459) - 3/3/2026

10.3390/app16052459 View at source

  • ISSN 20763417

Interpretable large language models for early prediction of antimicrobial multidrug resistance

  • Carmona-Martos, L
  • Martín-Palomeque, P
  • Escudero-Arnanz, O
  • Soguero-Ruiz, C

Health Inf Sci Syst (p. 11-11) - 1/12/2026

10.1007/s13755-025-00401-2 View at source

  • ISSN 20472501

DermArtifactDB: A multi-label dataset for artifact annotation in public dermoscopic image repositories

  • Vanesa Gómez-Martínez
  • David Chushig-Muzo
  • Cristina Soguero-Ruíz

Open MIND - 21/1/2026

10.5281/zenodo.18324962 View at source

Evaluation of a Retrieval-Augmented Generation Chatbot for Antimicrobial Resistance Research: Comparative Analysis of Large Language Models

  • Escudero-Arnanz, Oscar
  • Valero-Mendez, Manuel Eduardo
  • Sanchez-Ramos, Noelia
  • Soguero-Ruiz, Cristina

JMIR AI (p. e83206-e83206) - 1/1/2026

10.2196/83206 View at source

  • ISSN 28171705

Effect of a Personalized Mobile Health Intervention Using Artificial Intelligence (the WARIFA App) Versus a Nonpersonalized Intervention on User-Defined Objectives, Healthy Lifestyles, and Management of Type 1 Diabetes (T1D): Protocol fora Randomized Controlled Trial

  • Acosta, Carmelo Betancort
  • Zamorano, Garlene Zamora
  • Male, Maria Luisa Alvarez
  • Perestelo-Perez, Lilisbeth
  • Castano, Alezandra Torres
  • Veierod, Marit B
  • Suarez, Kristina Reyes
  • Garcia, Alejandro Deniz
  • Arsand, Eirik
  • Gram, Inger Torhild
  • Lochen, Maja-Lisa
  • Soguero-Ruiz, Cristina
  • Henriksen, Andre
  • Almeida, Antonio J Rodriguez
  • Muzny, Miroslav
  • Valimaki, Reetta
  • Schopf, Thomas
  • Fabelo, Himar
  • Granja, Conceicao
  • Wagner, Ana M
... View more Collapse

JMIR RESEARCH PROTOCOLS (p. e84510-e84510) - 1/1/2026

10.2196/84510 View at source

  • ISSN 19290748

Glucostats: an efficient Python library for glucose time series feature extraction and visual analysis

  • Peiro-Corbacho, P
  • Lara-Abelenda, FJ
  • Chushig-Muzo, D
  • Wägner, AM
  • Granja, C
  • Soguero-Ruiz, C

Bmc Bioinformatics (p. 230-230) - 24/9/2025

10.1186/s12859-025-06250-w View at source

  • ISSN 14712105

Sun-Exposure and Lesion Location Bias in Deep Learning Models for Skin Cancer Detection

  • Eva Milara
  • Vanesa Gómez-Martínez
  • David Chushig-Muzo
  • Conceição Granja
  • Cristina Soguero-Ruíz

Research Square - 11/9/2025

10.21203/rs.3.rs-7581023/v1 View at source

Out-of-Distribution Performance Analysis of Skin Lesion Classifiers for dermoscopic images

  • Eva Milara
  • Vanesa Gómez-Martínez
  • David Chushig-Muzo
  • María Castro-Fernández
  • Gustavo M. Callicó
  • Conceição Granja
  • Cristina Soguero-Ruíz
... View more Collapse

Research Square - 9/9/2025

10.21203/rs.3.rs-7544969/v1 View at source

Comparative Evaluation of Commercial and Open-Source Large Language Models in a RAG-Based Chatbot for Antimicrobial Resistance Literature Analysis (Preprint)

  • Óscar Escudero-Arnanz
  • Manuel Eduardo Valero-Méndez
  • Noelia Sánchez-Ramos
  • Cristina Soguero-Ruíz

29/8/2025

10.2196/preprints.83206 View at source

Early detection of Multidrug Resistance using Multivariate Time Series analysis and interpretable patient-similarity representations

  • Escudero-Arnanz, Oscar
  • Marques, Antonio G
  • Mora-Jimenez, Inmaculada
  • Alvarez-Rodriguez, Joaquin
  • Soguero-Ruiz, Cristina

Computer Methods And Programs In Biomedicine (p. 108920-108920) - 16/7/2025

10.1016/j.cmpb.2025.108920 View at source

  • ISSN 01692607

This researcher has no books.

Evaluación del sesgo clínico en modelos de clasificación de lesiones cutáneas

  • Eva Milara
  • Vanesa Gómez Martínez
  • Cristian David Chushig Muzo
  • Cristina Soguero Ruiz

CASEIB 2025. Libro de Actas del XLIII Congreso Anual de la Sociedad Española de Ingeniería Biomédica: Innovando en tecnología para la salud y calidad de vida (p. 217-220) - 1/1/2025

  • iMarina

Algoritmos genéticos para la mejora de la iluminación en imágenes macroscópicas y modelos basados en redes neuronales para la segmentación y detección de lesiones cutáneas

  • Vanessa Gómez Martínez
  • Cristian David Chushig Muzo
  • Cristina Soguero Ruiz

CASEIB 2024. Libro de Actas del XLII Congreso Anual de la Sociedad Española de Ingeniería Biomédica (p. 513-516) - 1/1/2024

  • iMarina

Textural and Morphological Features for Grading Brain Cancer Images

  • Jorge Tarancón Rey
  • Alberto Fernández Comesaña
  • Cristina Soguero Ruiz
  • Inmaculada Mora Jiménez
  • Dimitris Glotsos

Hacia Una Salud Personalizada Y Universal. Xxxvii Congreso Anual De La Sociedad Española De Ingeniería Biomédica: Actas Del Congreso Caseib 2019 (p. 347-350) - 1/1/2019

  • iMarina

Mapas de correspondencias y auto-codificadores para el análisis de grupos de pacientes crónicos

  • Noemí López García
  • Cristina Soguero Ruiz
  • Isabel Caballero López-Fando
  • Angel Gómez Delgado
  • Inmaculada Mora Jiménez

Hacia Una Salud Personalizada Y Universal. Xxxvii Congreso Anual De La Sociedad Española De Ingeniería Biomédica: Actas Del Congreso Caseib 2019 (p. 423-426) - 1/1/2019

  • iMarina

Aprender haciendo y relacionando en la asignatura de Tratamiento Digital de la Imagen

  • Cristina Soguero Ruiz
  • Inmaculada Mora Jiménez

Innovación Y Transformación Digital: Estrategias Y Metodologías Docentes En Educación Superior (p. 151-162) - 1/1/2018

  • iMarina

Advanced Graph-Based Approaches for Predicting Antimicrobial Resistance in Intensive Care Units

  • Martin-Palomeque, P
  • Escudero-Arnanz, O
  • Soguero-Ruiz, C
  • Marques, AG

2021 Ieee 34th International Symposium On Computer-Based Medical Systems (Cbms) (p. 541-548) - 1/1/2025

10.1109/cbms65348.2025.00116 View at source

  • ISSN 23729198

Low-Rank Tensor Completion for Heart Failure Exacerbation Detection in Multivariate Time Series with Missing Data

  • Escudero-Arnanz, Oscar
  • Sicilia, Rosa
  • Soguero-Ruiz, Cristina
  • Mora-Jimenez, Inmaculada
  • Lelli, Diana
  • Pedone, Claudio
  • Marques, Antonio G
... View more Collapse

2021 Ieee 34th International Symposium On Computer-Based Medical Systems (Cbms) (p. 112-119) - 1/1/2024

10.1109/cbms61543.2024.00027 View at source

  • ISSN 23729198

Introduction to the first Workshop on Context-aware NLP in eHealth

  • Hasanuzzaman M
  • Singh JP
  • Dias G
  • Soguero-Ruiz C
  • Solvoll T
  • Ngo PD

Ceur Workshop Proceedings (p. 1-2) - 1/1/2023

  • ISSN 16130073
  • iMarina

Novel Approach for AI-based Risk Calculator Development using Transfer Learning Suitable for Embedded Systems

  • Rodríguez-Almeida, AJ
  • Fabelo, R
  • Soguero-Ruiz, C
  • Sanchez-Hernandez, RM
  • Wägner, AM
  • Callico, GM

2023 26th Euromicro Conference On Digital System Design, Dsd 2023 (p. 103-110) - 1/1/2023

10.1109/dsd60849.2023.00024 View at source

  • ISSN 26393859

Characterizing Cardiovascular Risk Through Unsupervised and Interpretable Techniques

  • Calero-Diaz, Hugo
  • Chushig-Muzo, David
  • Soguero-Ruiz, Cristina

Lecture Notes In Computer Science (p. 22-30) - 1/1/2022

10.1007/978-3-031-21753-1_3 View at source

  • ISSN 03029743

Clinical Synthetic Data Generation to Predict and Identify Risk Factors for Cardiovascular Diseases

  • Garcia-Vicente, Clara
  • Chushig-Muzo, David
  • Mora-Jimenez, Inmaculada
  • Fabelo, Himar
  • Gram, Inger Torhild
  • Lochen, Maja-Lisa
  • Granja, Conceicao
  • Soguero-Ruiz, Cristina
... View more Collapse

Lecture Notes In Computer Science (p. 75-91) - 1/1/2022

10.1007/978-3-031-23905-2_6 View at source

  • ISSN 03029743

Data-driven cardiovascular risk prediction and prognosis factor identification in diabetic patients

  • Calero-Diaz, Hugo
  • Chushig-Muzo, David
  • Fabelo, Himar
  • Mora-Jimenez, Inmaculada
  • Granja, Conceicao
  • Soguero-Ruiz, Cristina

2022 Ieee-Embs International Conference On Biomedical And Health Informatics (Bhi) Jointly Organised With The Ieee-Embs International Conference On Wearable And Implantable Body Sensor Networks (Bsn'22) (p. 01-04) - 1/1/2022

10.1109/bhi56158.2022.9926871 View at source

Domain over size: Clinical ELECTRA surpasses general BERT for bleeding site classification in the free text of electronic health records

  • Pedersen, JS
  • Laursen, MS
  • Soguero-Ruiz, C
  • Savarimuthu, TR
  • Hansen, RS
  • Vinholt, PJ

2022 Ieee-Embs International Conference On Biomedical And Health Informatics (Bhi) Jointly Organised With The Ieee-Embs International Conference On Wearable And Implantable Body Sensor Networks (Bsn'22) (p. 1-4) - 1/1/2022

10.1109/bhi56158.2022.9926955 View at source

A Kernel to Exploit Informative Missingness in Multivariate Time Series from EHRs

  • Mikalsen KØ
  • Soguero-Ruiz C
  • Jenssen R

Studies In Computational Intelligence (p. 23-36) - 1/1/2021

10.1007/978-3-030-53352-6_3 View at source

  • ISSN 1860949X

On the statistical differences in the pharmacological treatment of covid-19 patients

  • Layachi WM-A
  • Sevilla-García M
  • García-Romero A
  • Soguero-Ruiz C
  • Jiménez IM

BHI 2021 - 2021 IEEE EMBS International Conference on Biomedical and Health Informatics, Proceedings (p. 1-5) - 1/1/2021

10.1109/bhi50953.2021.9508599 View at source

This researcher has no working papers.

This researcher has no technical reports.

UTOPIA_ Título: Understanding Threats and Optimizing mitigation and enabling Privacy-by design in AI

  • Soguero Ruíz, Cristina (Investigador principal (IP))

Period: 01-03-2026 - 28-02-2030

  • iMarina

Inteligencia artificial para la industria 4.0: generación de datos, modelado avanzado optimización e interpretabilidad. (DSSP4N)

  • Real Rojas, Fernando (Investigador/a)
  • López Ramos, Luis Miguel (Investigador/a)
  • ROZADA DOVAL, SERGIO (Investigador/a)
  • Rey Escudero, Samuel (Investigador/a)
  • Soguero Ruíz, Cristina (Investigador/a)
  • Buciulea Vlas, Andrei (Investigador/a)
  • Tenorio Gómez, Víctor Manuel (Investigador/a)
  • García Marqués, Antonio (Investigador principal (IP))
... View more Collapse

Period: 01-01-2025 - 31-12-2028

  • iMarina

Sistemas de apoyo a la decisión para predecir infecciones causadas por bacterias multirresistentes usando técnicas avanzadas, dirigidas por datos y de analítica visual.

  • Rubio Sánchez, Manuel (Investigador principal (IP))
  • Soguero Ruíz, Cristina (Investigador principal (IP))

Period: 01-09-2024 - 31-08-2027

  • iMarina

Intelligent decision support systems to predict chronic and critical patient health trajectories using cutting-edge visual analytics and data-driven techniques.

  • Caballero López-Fando, María Isabel (Investigador/a)
  • Sicilia, Rosa (Investigador/a)
  • JENSSEN, ROBERT (Investigador/a)
  • Soda, Paolo (Investigador/a)
  • De Miguel Bohoyo, Pablo (Investigador/a)
  • Sanchez Marre, Miquel (Investigador/a)
  • Mikalsen, Karl Oyvind (Investigador/a)
  • Álvarez Rodríguez, Joaquín (Investigador/a)
  • CABALLERO LÓPEZ-FANDO, ISABEL (Investigador/a)
  • LEHMANN, DIRK JOACHIM (Investigador/a)
  • HERNANDEZ PEREZ, BERNARD ANGEL (Investigador/a)
  • Erdely, Arturo (Investigador/a)
  • Gómez Delgado, Ángel (Investigador/a)
  • Chushig Muzo, Cristian David (Investigador/a)
  • Rubio Sánchez, Manuel (Investigador principal (IP))
  • Barreiro García, Pablo Miguel (Investigador/a)
  • Soguero Ruíz, Cristina (Investigador principal (IP))
  • Rey Escudero, Samuel (Investigador/a)
  • San Román Montero, Jesús María (Investigador/a)
  • Mora Jiménez, Inmaculada (Investigador/a)
... View more Collapse

Period: 01-01-2024 - 31-12-2024

  • iMarina

Ayudas para la contratación de Ayudantes de Investigación de la Comunidad de Madrid 2023. (PEJ-2023-AI/SAL-GL-27540)

  • Soguero Ruíz, Cristina (Investigador principal (IP))

Period: 01-11-2023 - 31-10-2025

  • iMarina

Explainable artificial intelligence models for predicting clinical events in chronic diseases using heterogeneous data

  • Soguero Ruíz, Cristina (Codirector)
  • Chushig Muzo, Cristian David (Director) Doctorando: FRANCISCO JESUS LARA ABELENDA

21/7/2025

  • iMarina

Spatio-Temporal Machine Learning Architectures for Clinical Multivariate Time Series: Toward Accurate and Explainable Prediction in ICUs

  • García Marqués, Antonio (Codirector)
  • Soguero Ruíz, Cristina (Director) Doctorando: OSCAR ESCUDERO ARNANZ

17/7/2025

  • iMarina

Deep learning and graph analytics for explainable modeling of time varying-data associated with infectious diseases

  • Soguero Ruíz, Cristina (Otros) Doctorando: SERGIO MARTINEZ AGUERO

27/6/2024

  • iMarina

Unsupervised Learning Methods to Extract Clinical Knowledge of Patients with Chronic Diseases

  • Chushig Muzo, Cristian David (Titulado/a)
  • Soguero Ruíz, Cristina (Codirector)
  • Mora Jiménez, Inmaculada (Tutor) Doctorando: CRISTIAN DAVID CHUSHIG MUZO

1/4/2022

  • iMarina

VALORACIÓN DE EMPRESAS NO COTIZADAS EN BOLSA

  • GIMENO BLANES, FRANCISCO JAVIER (Codirector)
  • Soguero Ruíz, Cristina (Director)
  • Rojo Álvarez, José Luis (Tutor) Doctorando: GERMANIA ELIZABETH VAYAS ORTEGA

15/12/2020

  • iMarina

Modelo de valoración de empresas no cotizadas en bolsa

  • Cristina Soguero Ruiz (Director)
  • Francisco Javier Gimeno Blanes (Director) Doctorando: Germania Vayas Ortega

1/1/2020

  • iMarina

Machine Learning and Knowledge Management for Decision Support. Applications in Promotional Efficiency and Healthcare

  • Soguero Ruíz, Cristina (Titulado/a)
  • Inmaculada Mora Jiménez (Director)
  • José Luis Rojo Alvarez (Director) Doctorando: CRISTINA SOGUERO RUÍZ

1/1/2015

  • iMarina

This researcher has no patents or software licenses.

Last data update: 8/4/26 8:37 PM