Soguero Ruíz, Cristina cristina.soguero@urjc.es
Actividades
- Artículos 44
- Libros 0
- Capítulos de libro 3
- Congresos 33
- Documentos de trabajo 0
- Informes técnicos 0
- Proyectos de investigación 0
- Tesis dirigidas 3
- Patentes o licencias de software 0
A streaming data visualization framework for supporting decision-making in the Intensive Care Unit
- Mohedano-Munoz, Miguel A.
- Soguero-Ruiz, Cristina
- Mora-Jimenez, Inmaculada
- Rubio-Sanchez, Manuel
- Alvarez-Rodriguez, Joaquin
- Sanchez, Alberto;
Expert Systems With Applications - 8/5/2023
10.1016/j.eswa.2023.120252 Ver en origen
- ISSN 09574174
Evaluation of Synthetic Categorical Data Generation Techniques for Predicting Cardiovascular Diseases and Post-Hoc Interpretability of the Risk Factors
- Garcia-Vicente, Clara
- Chushig-Muzo, David
- Mora-Jimenez, Inmaculada
- Fabelo, Himar
- Gram, Inger Torhild
- Lochen, Maja-Lisa
- Granja, Conceicao
- Soguero-Ruiz, Cristina;
Applied Sciences-Basel - 1/4/2023
10.3390/app13074119 Ver en origen
- ISSN 20763417
Quality, Usability, and Effectiveness of mHealth Apps and the Role of Artificial Intelligence: Current Scenario and Challenges
- Deniz-Garcia A
- Fabelo H
- Rodriguez-Almeida AJ
- Zamora-Zamorano G
- Castro-Fernandez M
- Alberiche Ruano MDP
- Solvoll T
- Granja C
- Schopf TR
- Callico GM
- Soguero-Ruiz C
- Wägner AM
- WARIFA Consortium
Journal Of Medical Internet Research (p. e44030-e44030) - 1/1/2023
- ISSN 14388871
Interpretable clinical time-series modeling with intelligent feature selection for early prediction of antimicrobial multidrug resistance
- Martinez-Aguero, Sergio
- Soguero-Ruiz, Cristina
- Alonso-Moral, Jose M.
- Mora-Jimenez, Inmaculada
- Alvarez-Rodriguez, Joaquin
- Marques, Antonio G.;
Future Generation Computer Systems-The International Journal of eScience (p. 68-83) - 1/8/2022
10.1016/j.future.2022.02.021 Ver en origen
- ISSN 0167739X
Deep Learning to Measure the Intensity of Indocyanine Green in Endometriosis Surgeries with Intestinal Resection
- Hernandez, Alicia
- de Zulueta, Pablo Robles
- Spagnolo, Emanuela
- Soguero, Cristina
- Cristobal, Ignacio
- Pascual, Isabel
- Lopez, Ana
- Ramiro-Cortijo, David;
J Pers Med - 1/6/2022
10.3390/jpm12060982 Ver en origen
- ISSN 20754426
Synthetic Patient Data Generation and Evaluation in Disease Prediction Using Small and Imbalanced Datasets
- Rodriguez-Almeida AJ
- Fabelo H
- Ortega S
- Deniz A
- Balea-Fernandez FJ
- Quevedo E
- Soguero-Ruiz C
- Wagner AM
- Callico GM
Ieee Journal Of Biomedical And Health Informatics (p. 1-12) - 1/1/2022
10.1109/jbhi.2022.3196697 Ver en origen
- ISSN 21682208
Time series cluster kernels to exploit informative missingness and incomplete label information
- Mikalsen, Karl Oyvind
- Soguero-Ruiz, Cristina
- Bianchi, Filippo Maria
- Revhaug, Arthur
- Jenssen, Robert;
Pattern Recognition - 1/7/2021
10.1016/j.patcog.2021.107896 Ver en origen
- ISSN 00313203
Artificial Intelligence to Get Insights of Multi-Drug Resistance Risk Factors during the First 48 Hours from ICU Admission
- Mora-Jimenez, Inmaculada
- Tarancon-Rey, Jorge
- alvarez-Rodriguez, Joaquin
- Soguero-Ruiz, Cristina;
Antibiotics (p. 1-20) - 1/3/2021
10.3390/antibiotics10030239 Ver en origen
- ISSN 20796382
Antimicrobial Resistance Prediction in Intensive Care Unit for Pseudomonas Aeruginosa using Temporal Data-Driven Models
- Hernandez-Carnerero, Alvar
- Sanchez-Marre, Miquel
- Mora-Jimenez, Inmaculada
- Soguero-Ruiz, Cristina
- Martinez-Aguero, Sergio
- Alvarez-Rodriguez, Joaquin;
International Journal Of Interactive Multimedia And Artificial Intelligence (p. 119-133) - 1/3/2021
10.9781/ijimai.2021.02.012 Ver en origen
- ISSN 19891660
Machine learning approaches to constructing predictive models of vitamin D deficiency in a hypertensive population: a comparative study
- Garcia Carretero, Rafael
- Vigil-Medina, Luis
- Barquero-Perez, Oscar
- Mora-Jimenez, Inmaculada
- Soguero-Ruiz, Cristina
- Ramos-Lopez, Javier;
Informatics For Health & Social Care (p. 355-369) - 2/12/2021
10.1080/17538157.2021.1896524 Ver en origen
- ISSN 17538157
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
On the Use of Decision Trees Based on Diagnosis and Drug Codes for Analyzing Chronic Patients
- Soguero-Ruiz, Cristina
- Alberca Diaz-Plaza, Ana
- de Miguel Bohoyo, Pablo
- Ramos-Lopez, Javier
- Rubio-Sanchez, Manuel
- Sanchez, Alberto
- Mora-Jimenez, Inmaculada;
Lecture Notes In Computer Science (p. 135-148) - 1/1/2019
10.1007/978-3-319-78759-6_14 Ver en origen
- ISSN 03029743
Using multi-anchors to identify patients suffering from multimorbidities
- Mikalsen, Karl Oyvind
- Soguero-Ruiz, Cristina
- Mora-Jimenez, Inmaculada
- Lopez Fando, Isabel Caballero
- Jenssen, Robert;
Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018 (p. 1514-1521) - 1/1/2019
10.1109/bibm.2018.8621213 Ver en origen
- ISSN 21561125
- iMarina
- iMarina
A data-driven model based on support vector machine to identify chronic hypertensive and diabetic patients
- Soguero-Ruiz C
- de Miguel-Bohoyo P
- Mora-Jiménez I
Lecture Notes In Computer Science (p. 110-129) - 1/1/2019
10.1007/978-3-030-27950-9_7 Ver en origen
- ISSN 03029743
Towards deep anchor learning
- Hansen MA
- Mikalsen KØ
- Kampffmeyer M
- Soguero-Ruiz C
- Jenssen R
2018 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2018 (p. 315-318) - 1/1/2018
Classification of postoperative surgical site infections from blood measurements with missing data using recurrent neural networks
- Strauman AS
- Bianchi FM
- Mikalsen KØ
- Kampffmeyer M
- Soguero-Ruiz C
- Jenssen R
2018 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2018 (p. 307-310) - 1/1/2018
L1 Penalized Cox Regression to Characterize Cardiovascular Events in Hypertensive Patients
- Garcia-Carretero, Rafael
- Barquero-Perez, Oscar
- Mora-Jimenez, Inmaculada
- Soguero-Ruiz, Cristina
- Goya-Esteban, Rebeca
- Marques, Antonio G.
- Ramos-Lopez, Javier;
2013 40th Computing in Cardiology Conference, CinC 2013 (p. 1-4) - 1/1/2017
10.22489/cinc.2017.253-209 Ver en origen
- ISSN 23258861
Modelling Cardiovascular Condition Evolution in Hypertensive Population Using Graph Signal Processing
- Marques, Antonio G.
- Soguero-Ruiz, Cristina
- Ramos, Javier
- Mora-Jimenez, Inmaculada
- Goya-Esteban, Rebeca
- Garcia-Carretero, Rafael
- Barquero-Perez, Oscar;
2013 40th Computing in Cardiology Conference, CinC 2013 (p. 1-4) - 1/1/2017
10.22489/cinc.2017.238-354 Ver en origen
- ISSN 23258861
Clinical Risk Groups Analysis for Chronic Hypertensive Patients in Terms of ICD9-CM Diagnosis Codes
- Fernandez-Sanchez, Javier
- Soguero-Ruiz, Cristina
- de Miguel-Bohoyo, Pablo
- Javier Rivas-Flores, Francisco
- Gomez-Delgado, Angel
- Javier Gutierrez-Exposito, Francisco
- Mora-Jimenez, Inmaculada;
PHYCS: PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON PHYSIOLOGICAL COMPUTING SYSTEMS (p. 13-22) - 1/1/2017
THE TIME SERIES CLUSTER KERNEL
- Mikalsen, KO
- Bianchi, FM
- Soguero-Ruiz, C
- Jenssen, R
Ieee International Workshop On Machine Learning For Signal Processing, Mlsp (p. 1-6) - 1/1/2017
10.1109/mlsp.2017.8168187 Ver en origen
- ISSN 21610371
Support Vector Feature Selection for Early Detection of Anastomosis Leakage From Bag-of-Words in Electronic Health Records
- Soguero-Ruiz, Cristina
- Hindberg, Kristian
- Luis Rojo-Alvarez, Jose
- Skrovseth, Stein Olav
- Godtliebsen, Fred
- Mortensen, Kim
- Revhaug, Arthur
- Lindsetmo, Rolv-Ole
- Augestad, Knut Magne
- Jenssen, Robert;
Ieee Journal Of Biomedical And Health Informatics (p. 1404-1415) - 1/9/2016
10.1109/jbhi.2014.2361688 Ver en origen
- ISSN 21682208
Este/a investigador/a no tiene documentos de trabajo.
Este/a investigador/a no tiene informes técnicos.
Este/a investigador/a no tiene proyectos de investigación.
Unsupervised Learning Methods to Extract Clinical Knowledge of Patients with Chronic Diseases
- Soguero Ruíz, Cristina (Codirector)
- Mora Jiménez, Inmaculada (Director)
- Rojo Álvarez, José Luis (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
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