Soguero Ruíz, Cristina cristina.soguero@urjc.es
Actividades
- Artículos 60
- Libros 0
- Capítulos de libro 3
- Congresos 40
- Documentos de trabajo 0
- Informes técnicos 0
- Proyectos de investigación 4
- Tesis dirigidas 7
- Patentes o licencias de software 0
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 - 16/7/2025
10.1016/j.cmpb.2025.108920 Ver en origen
- ISSN 01692607
Personalized glucose forecasting for people with type 1 diabetes using large language models
- Lara-Abelenda, Francisco J
- Chushig-Muzo, David
- Peiro-Corbacho, Pablo
- Wagner, Ana M
- Granja, Conceicao
- Soguero-Ruiz, Cristina
Computer Methods And Programs In Biomedicine - 1/6/2025
10.1016/j.cmpb.2025.108737 Ver en origen
- ISSN 01692607
Multimodal interpretable data-driven models for early prediction of multidrug resistance using multivariate time series
- Escudero-Arnanz, Oscar
- Martinez-Aguero, Sergio
- Martin-Palomeque, Paula
- Marques, Antonio G
- Mora-Jimenez, Inmaculada
- Alvarez-Rodriguez, Joaquin
- Soguero-Ruiz, Cristina
Health Inf Sci Syst - 7/5/2025
10.1007/s13755-025-00351-9 Ver en origen
- ISSN 20472501
Transfer learning for a tabular-to-image approach: A case study for cardiovascular disease prediction
- Lara-Abelenda, Francisco J
- Chushig-Muzo, David
- Peiro-Corbacho, Pablo
- Gomez-Martinez, Vanesa
- Wagner, Ana M
- Granja, Conceicao
- Soguero-Ruiz, Cristina
Journal Of Biomedical Informatics - 1/5/2025
10.1016/j.jbi.2025.104821 Ver en origen
- ISSN 15320464
Interpretable and multimodal fusion methodology to predict severe in adults with 1 diabetes
- Lara-Abelenda, Francisco J
- Chushig-Muzo, David
- Wagner, Ana M
- Tayefi, Maryam
- Soguero-Ruiz, Cristina
Engineering Applications Of Artificial Intelligence - 15/3/2025
10.1016/j.engappai.2025.110142 Ver en origen
- ISSN 09521976
Explainable Temporal Inference for Irregular Multivariate Time Series. A Case Study for Early Prediction of Multidrug Resistance
- Escudero-Arnanz O
- Soguero-Ruiz C
- Alvarez-Rodriguez J
- Marques AG
Ieee Transactions On Biomedical Engineering - 1/1/2025
10.1109/tbme.2025.3591924 Ver en origen
- ISSN 00189294
Evaluating Time Series Classification Models for Nocturnal Hypoglycemia: From Predictive Performance to Environmental Impact
- Lara-Abelenda, Francisco J
- Chushig-Muzo, David
- Acosta, Carmelo Betancort
- Wagner, Ana M
- Granja, Conceicao
- Soguero-Ruiz, Cristina
Ieee Access (p. 150756-150771) - 1/1/2025
10.1109/access.2025.3600917 Ver en origen
- ISSN 21693536
Using One App Only - Collecting a Comprehensive Set of Health-Related Data for Prevention of Chronic Conditions
- Årsand E
- Muzny M
- Rishaug T
- Wägner AM
- Betancort C
- Granja C
- Soguero-Ruiz C
- Hartvigsen G
- Namolosanu M
- Rinnetmäki M
- Henriksen A
Studies In Health Technology And Informatics (p. 247-251) - 22/8/2024
10.3233/shti240391 Ver en origen
- ISSN 09269630
Characterizing the Impact of Physical Activity on Patients with Type 1 Diabetes Using Statistical and Machine Learning Models
- Chushig-Muzo, D
- Calero-Díaz, H
- Fabelo, H
- Arsand, E
- van Dijk, PR
- Soguero-Ruiz, C
Applied Sciences-Basel - 1/11/2024
10.3390/app14219870 Ver en origen
- ISSN 20763417
Ensemble feature selection and tabular data augmentation with generative adversarial networks to enhance cutaneous melanoma identification and interpretability
- Gómez-Martínez, V
- Chushig-Muzo, D
- Veierod, MB
- Granja, C
- Soguero-Ruiz, C
Biodata Mining - 30/10/2024
10.1186/s13040-024-00397-7 Ver en origen
- ISSN 17560381
Este/a investigador/a no tiene libros.
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
Low-Rank Tensor Completion for Heart Failure Exacerbation Detection in Multivariate Time Series with Missing Data
- Escudero-Arnanz, O
- Sicilia, R
- Soguero-Ruiz, C
- Mora-Jiménez, I
- Lelli, D
- Pedone, C
- Marques, AG
2021 Ieee 34th International Symposium On Computer-Based Medical Systems (Cbms) (p. 112-119) - 1/1/2024
10.1109/cbms61543.2024.00027 Ver en origen
- ISSN 23729198
Irregular Temporal Classification of Multidrug Resistance Development in Intensive Care Unit Patients
- Martín-Palomeque P
- Escudero-Arnanz Ó
- Álvarez-Rodríguez J
- Soguero-Ruiz C
Proceedings - 2024 Ieee International Conference On Bioinformatics And Biomedicine, Bibm 2024 (p. 5016-5023) - 1/1/2024
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
Characterizing Cardiovascular Risk Through Unsupervised and Interpretable Techniques
- Calero-Díaz, H
- Chushig-Muzo, D
- Soguero-Ruiz, C
Lecture Notes In Computer Science (p. 22-30) - 1/1/2022
10.1007/978-3-031-21753-1_3 Ver en origen
- ISSN 03029743
Clinical Synthetic Data Generation to Predict and Identify Risk Factors for Cardiovascular Diseases
- García-Vicente, C
- Chushig-Muzo, D
- Mora-Jiménez, I
- Fabelo, H
- Gram, IT
- Lochen, ML
- Granja, C
- Soguero-Ruiz, C
Lecture Notes In Computer Science (p. 75-91) - 1/1/2022
10.1007/978-3-031-23905-2_6 Ver en origen
- ISSN 03029743
Data-driven cardiovascular risk prediction and prognosis factor identification in diabetic patients
- Calero-Diaz, H
- Chushig-Muzo, D
- Fabelo, H
- Mora-Jiménez, I
- Granja, C
- Soguero-Ruiz, C
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) - 1/1/2022
Local Naïve Bayes for Predicting Evolution of COVID-19 Patients on Self Organizing Maps
- Arias-Alcaide, C
- Soguero-Ruiz, C
- Santos-Alvarez, P
- Arche, JFV
- Mora-Jiménez, I
Proceedings - 2022 Ieee International Conference On Bioinformatics And Biomedicine, Bibm 2022 (p. 1443-1450) - 1/1/2022
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) - 1/1/2022
Mapping Health Trajectories on Self Organizing Maps using COVID-19 Patient's Blood Tests
- Arias-Alcaide, C
- Soguero-Ruiz, C
- Santos-Alvarez, P
- García-Romero, A
- Mora-Jiménez, I
Proceedings - 2021 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021 (p. 1251-1256) - 1/1/2021
Predicting Multidrug Resistance Using Temporal Clinical Data and Machine Learning Methods
- Pascual-Sánchez, L
- Mora-Jiménez, I
- Martínez-Agüero, S
- Alvarez-Rodríguez, J
- Soguero-Ruiz, C
Proceedings - 2021 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021 (p. 2826-2833) - 1/1/2021
Este/a investigador/a no tiene documentos de trabajo.
Este/a investigador/a no tiene informes técnicos.
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))
Ejecución: 01-09-2024 - 31-08-2027
- iMarina
Los artefactos de la liturgia medieval y su presencia en la cultura visual: objetos, vestiduras y libros (ss.VI-XVI)
- Vila Santos, María (Investigador/a)
- Gómez Sánchez, José (Investigador/a)
- Galán Delgado, Diego (Investigador/a)
- Cadarso Morga, Luis (Investigador/a)
- Vélez Serrano, José Francisco (Investigador/a)
- Morere Molinero, Nuria Elisa (Investigador/a)
- Mercado Romero, Francisco (Investigador/a)
- Celis Fernández, Raúl de (Investigador/a)
- Sánchez Calle, Ángel (Investigador/a)
- González Sánchez, Rocío (Investigador principal (IP))
- Barjola Valero, Paloma (Investigador/a)
- Saavedra García, Jorge (Investigador principal (IP))
- Ruiz Parrado, Victoria (Investigador principal (IP))
- Fuentes Moraleda, Laura (Investigador/a)
- Fernandes Magalhaes, Roberto (Investigador/a)
- Olivares González, Alberto (Investigador/a)
- Campo Gómez, Mónica (Investigador/a)
- Menchero Sánchez, Miriam (Investigador principal (IP))
- Ferrera García, David (Investigador/a)
- Marinescu Belenkov, Marius Alexandru (Investigador/a)
- Cortés Fernández, Alejandro (Investigador principal (IP))
- Pastor Palomar, Antonio (Investigador/a)
- Martín Buro García de Dionisio, María del Carmen (Investigador principal (IP))
- Staffetti Giammaria, Ernesto (Investigador/a)
- González Prolongo, Silvia (Investigador/a)
- Alzina Lozano, Álvaro (Investigador principal (IP))
- Peñacoba Puente, María Cecilia (Investigador/a)
- Buelta Méndez, Almudena José (Investigador principal (IP))
- Alique Amor, David (Investigador/a)
- Fernández Abad, Carlos (Investigador/a)
- Catalá Mesón, Patricia (Investigador principal (IP))
- Urrutxua Cereijo, Hodei (Investigador/a)
- Jiménez Suárez, Alberto (Investigador/a)
- Debasa Navalpotro, Felipe Rodolfo (Investigador/a)
- Gutiérrez Hermoso, Lorena (Investigador/a)
- Chen, Xin (Investigador/a)
- Martínez Díaz, David (Investigador principal (IP))
- Jiménez García, Francisco (Investigador/a)
- Balea Carbajo, Paula (Investigador principal (IP))
- Rey Escudero, Samuel (Investigador principal (IP))
- ESPEUTE, EMMA VIOLETTE (Investigador/a)
- Ropero Carrasco, Julia (Investigador/a)
- Alcalá Martín, José Andrés (Investigador principal (IP))
- Soguero Ruíz, Cristina (Investigador/a)
- Arredondo Conchillo, Belén (Investigador/a)
- Rodríguez Rubio, María Carmen (Investigador/a)
- PAZOS LOPEZ, ANGEL (Investigador principal (IP))
- García Marqués, Antonio (Investigador/a)
- Martín Martín, Diego (Investigador/a)
- García Sánchez, Beatriz (Investigador/a)
- Aizpún Bobadilla, Teresa (Investigador/a)
- Barquero Pérez, Óscar (Investigador/a)
- Toledo Serrano, Javier (Investigador principal (IP))
- Yela Uceda, Mercedes (Investigador principal (IP))
- Moreno Olivo, Francisco Miguel (Investigador principal (IP))
- García Valdés, Raúl (Investigador principal (IP))
- Martín Rodríguez, Gabriel (Investigador/a)
- Pérez Rodríguez, Rodrigo (Investigador/a)
- Merinero Mesa, Sonia (Investigador principal (IP))
- González León, Carlos (Investigador/a)
- Sánchez Rosa, Antonio (Investigador/a)
- Beltrán de la Cita, Jorge (Investigador principal (IP))
- Millanes Romero, Ana María (Investigador/a)
- López de Zubiría Díaz, Sandra (Investigador/a)
- Artigas Arnaudas, José Joaquín (Investigador/a)
- Guerrero Hernández, José Miguel (Investigador/a)
- Ureña Fernández, Alejandro (Investigador/a)
- Pérez Pérez, Cristina (Investigador principal (IP))
- Díaz Mena, Victor (Investigador/a)
- Valverde Albacete, Francisco José (Investigador/a)
- Fernández Sánchez-Romate, Xoan Xosé (Investigador principal (IP))
- Laguna Sánchez, María Pilar (Investigador/a)
- Prado Escudero, Javier de (Investigador/a)
- Goya Esteban, Rebeca (Investigador/a)
- Sánchez Martínez, María (Investigador/a)
- Bonilla Priego, María Jesús (Investigador/a)
- González Banciella, Andrés (Investigador/a)
- Gómez Ruiz, Santiago (Investigador/a)
- Santero Sánchez, Rosa (Investigador/a)
- Segovia Pérez, Mónica (Investigador/a)
- Muñoz Moreno, Bianca Karelia (Investigador/a)
- García Benito, Inés (Investigador principal (IP))
- Nájera Sánchez, Juan José (Investigador/a)
- Bakkali, Hicham (Investigador/a)
- Díaz García, Diana (Investigador principal (IP))
- González Torres, Thais (Investigador principal (IP))
- Martínez Martínez, Fernando (Investigador/a)
- Méndez Arriaga, José Manuel (Investigador/a)
- Martín Barroso, Estefanía (Investigador/a)
- Villacé Molinero, María Teresa (Investigador/a)
- Prashar, Sanjiv (Investigador/a)
- Ardoy Cuadros, Juan (Investigador/a)
- Calle Durán, María Carmen de la (Investigador/a)
- Soriano Salvador, Enrique (Investigador/a)
- Ama Espinosa, Antonio José del (Investigador/a)
- Bayona Beriso, Sofía (Investigador/a)
- Pelechano Barahona, Eva (Investigador/a)
- Chidean, Mihaela Ioana (Investigador principal (IP))
- Lora Millán, Julio Salvador (Investigador principal (IP))
- Sújar Garrido, Aarón (Investigador principal (IP))
- Campos García, Irene (Investigador principal (IP))
- Villacrés Estrada, Grace Silvana (Investigador principal (IP))
- Torrado Carvajal, Ángel (Investigador/a)
- Zapata Cáceres, María (Investigador/a)
- Enciso Alonso-Muñumer, Isabel Luisa (Investigador/a)
- Molina Rueda, Francisco (Investigador/a)
- Mata Fernández, Susana (Investigador/a)
- Perruca Gracia, Marina (Investigador principal (IP))
- Castaño Peña, Juan Alejandro (Investigador principal (IP))
- Ordás López, María del Camino (Investigador/a)
- Sánchez de Madariaga, Elena (Investigador/a)
- Bartolomé Vílchez, Javier (Investigador principal (IP))
- Quintana González, Julia (Investigador principal (IP))
- Peláez Cordeiro, Irene Julia (Investigador/a)
- Coya Párraga, María Carmen (Investigador/a)
Ejecución: 01-11-2024 - 31-10-2026
- iMarina
Intelligent decision support systems to predict chronic and critical patient health trajectories using cutting-edge visual analytics and data-driven techniques.
- 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)
- Martino, Luca (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)
- Santos Álvarez, Paloma (Investigador/a)
- 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)
Ejecución: 01-01-2024 - 31-12-2024
- 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
- 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 Ruiz
1/1/2015
- iMarina
Este/a investigador/a no tiene patentes o licencias de software.
Grupos de investigación
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Grupo de investigación de alto rendimiento en ciencia de datos y procesamiento de señal y su aplicación a las redes y la sociedad de la URJC / Data Science and Signal Processing for Networks and Society group of URJC
Rol: Colaborador
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Grupo de investigación de alto rendimiento en Ingeniería Biomédica y Ciencia de Datos en de la Universidad Rey Juan Carlos - Biomedical Engineering and Data Science Group of Universidad Rey Juan Carlos
Rol: Investigador
Perfiles de investigador/a
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ORCID
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Scopus Author ID
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Dialnet id