Cristina Soguero Ruiz
Cristina Soguero Ruiz
PhD, Assistant Professor URJC
Verifisert e-postadresse på
TittelSitert avÅr
Estimation of urban commuting patterns using cellphone network data
V Frias-Martinez, C Soguero, E Frias-Martinez
Proceedings of the ACM SIGKDD international workshop on urban computing, 9-16, 2012
Time series cluster kernel for learning similarities between multivariate time series with missing data
KØ Mikalsen, FM Bianchi, C Soguero-Ruiz, R Jenssen
Pattern Recognition 76, 569-581, 2018
Support vector feature selection for early detection of anastomosis leakage from bag-of-words in electronic health records
C Soguero-Ruiz, K Hindberg, JL Rojo-Alvarez, SO Skrøvseth, ...
IEEE journal of biomedical and health informatics 20 (5), 1404-1415, 2014
Analysis of free text in electronic health records for identification of cancer patient trajectories
K Jensen, C Soguero-Ruiz, KO Mikalsen, RO Lindsetmo, ...
Scientific reports 7, 46226, 2017
Predicting colorectal surgical complications using heterogeneous clinical data and kernel methods
C Soguero-Ruiz, K Hindberg, I Mora-Jiménez, JL Rojo-Álvarez, ...
Journal of biomedical informatics 61, 87-96, 2016
Forecasting socioeconomic trends with cell phone records
V Frias-Martinez, C Soguero-Ruiz, E Frias-Martinez, M Josephidou
Proceedings of the 3rd ACM Symposium on Computing for Development, 15, 2013
Using big data from customer relationship management information systems to determine the client profile in the hotel sector
P Talón-Ballestero, L González-Serrano, C Soguero-Ruiz, ...
Tourism Management 68, 187-197, 2018
Data-driven temporal prediction of surgical site infection
C Soguero-Ruiz, WME Fei, R Jenssen, KM Augestad, JLR Álvarez, ...
AMIA Annual Symposium Proceedings 2015, 1164, 2015
Ontology for heart rate turbulence domain from the conceptual model of SNOMED-CT
C Soguero-Ruiz, L Lechuga-Suárez, I Mora-Jiménez, J Ramos-López, ...
IEEE Transactions on Biomedical Engineering 60 (7), 1825-1833, 2013
Scaled radial axes for interactive visual feature selection: A case study for analyzing chronic conditions
A Sánchez, C Soguero-Ruiz, I Mora-Jiménez, FJ Rivas-Flores, ...
Expert Systems with Applications 100, 182-196, 2018
Classification of postoperative surgical site infections from blood measurements with missing data using recurrent neural networks
AS Strauman, FM Bianchi, KØ Mikalsen, M Kampffmeyer, C Soguero-Ruiz, ...
2018 IEEE EMBS International Conference on Biomedical & Health Informatics …, 2018
Using anchors from free text in electronic health records to diagnose postoperative delirium
KØ Mikalsen, C Soguero-Ruiz, K Jensen, K Hindberg, M Gran, ...
Computer methods and programs in biomedicine 152, 105-114, 2017
On the differential benchmarking of promotional efficiency with machine learning modeling (I): Principles and statistical comparison
C Soguero-Ruiz, FJ Gimeno-Blanes, I Mora-Jiménez, MP Martínez-Ruiz, ...
Expert Systems with Applications 39 (17), 12772-12783, 2012
Learning similarities between irregularly sampled short multivariate time series from EHRs
KØ Mikalsen, FM Bianchi, C Soguero-Ruiz, SO Skrøvseth, RO Lindsetmo, ...
Clinical Risk Groups Analysis for Chronic Hypertensive Patients in Terms of ICD9-CM Diagnosis Codes.
J Fernández-Sánchez, C Soguero-Ruíz, P de Miguel-Bohoyo, ...
PhyCS, 13-22, 2017
Prediction of Healthcare Associated Infections in an Intensive Care Unit Using Machine Learning and Big Data Tools
P Revuelta-Zamorano, A Sánchez, JL Rojo-Álvarez, J Álvarez-Rodríguez, ...
XIV Mediterranean Conference on Medical and Biological Engineering and …, 2016
On the use of decision trees based on diagnosis and drug codes for analyzing chronic patients
C Soguero-Ruiz, AA Díaz-Plaza, P de Miguel Bohoyo, J Ramos-López, ...
International Conference on Bioinformatics and Biomedical Engineering, 135-148, 2018
Cystatin C as a predictor of cardiovascular outcomes in a hypertensive population
R Garcia-Carretero, L Vigil-Medina, O Barquero-Perez, R Goya-Esteban, ...
Journal of human hypertension 31 (12), 801, 2017
Towards semantic interoperability for cardiovascular risk stratification into the electronic health records using archetypes and SNOMED-CT
A Sánchez-Caro, C Soguero-Ruiz, I Mora-Jiménez, L Lechuga, ...
Computing in Cardiology 2014, 497-500, 2014
On the differential benchmarking of promotional efficiency with machine learning modelling (II): Practical applications
C Soguero-Ruiz, FJ Gimeno-Blanes, I Mora-Jiménez, MP Martínez-Ruiz, ...
Expert Systems with Applications 39 (17), 12784-12798, 2012
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