Sáez Silvestre, Carlos; Gutiérrez-Sacristán, Alba; Kohane, Isaac; Garcia-Gomez, Juan M; Avillach, Paul(Oxford University Press, 2020-07-30)
[EN] Background: Temporal variability in health-care processes or protocols is intrinsic to medicine. Such variability can potentially introduce dataset shifts, a data quality issue when reusing electronic health records ...
Pardo Mas, José Ramón(Universitat Politècnica de València, 2016-05-12)
[CA] Aquest projecte consta de la implementació d’una prova de concepte per a demostrar
l’us de les tecnologies Big Data a l’actualitat a l’àmbit de la salut. S’han
preparat les diverses part del programa pensant en que ...
Iglesias-Martinez, Miguel Enrique; Garcia-Gomez, Juan M; Sáez Silvestre, Carlos; Fernández de Córdoba, Pedro; Conejero, J. Alberto(MDPI AG, 2018)
[EN] The aim of this work was to develop a new unsupervised exploratory method of characterizing feature extraction and detecting similarity of movement during sleep through actigraphy signals. We here propose some algorithms, ...
Gutiérrez-Sacristán, Alba; Serret-Larmande, Arnaud; Hutch, Meghan R.; Sáez Silvestre, Carlos; Aronow, Bruce J.; Bhatnagar, Surbhi; Bonzel, Clara-Lea; Cai, Tianxi; Devkota, Bastal; Hanauer, David A.; Will Loh, Ne Hooi; Luo,Yuan; Moal, Bertrand; Mohseni Ahooyi, Taha; Njoroge, Wanjiku F. M.(American Medical Association, 2022-12-13)
[EN] Importance
The COVID-19 pandemic has been associated with an increase in mental health diagnoses among adolescents, though the extent of the increase, particularly for severe cases requiring hospitalization, has not ...
Vega Sarabia, Alejandra(Universitat Politècnica de València, 2023-11-03)
[ES] La Salud Sexual y Reproductiva (SSR), según la definición de la OMS, abarca el bienestar físico, emocional, mental y social relacionado con la sexualidad, trascendiendo la mera ausencia de enfermedades o disfunciones. ...
Miñarro Martínez, Pablo(Universitat Politècnica de València, 2014-07-21)
La falta de garantías en la calidad de los datos en el ámbito biomédico puede llevar a tomar malas decisiones en el tratamiento de los pacientes y conclusiones erróneas en los estudios poblacionales. Para contribuir a ...
[EN] Purpose: To systematically review evidence regarding the association of multi-parametric biomarkers with clinical outcomes and their capacity to explain relevant subcompartments of gliomas.
Materials and Methods: ...
Gutiérrez-Sacristán, Alba; Sáez Silvestre, Carlos; de Niz, Carlos; Jalali, Niloofar; DeSain, Thomas N.; Kumar, Ranjay; Zachariasse, Joany M.; Fox, Kathe P.; Palmer, Nathan; Kohane, Isaac; Avillach, Paul(Oxford University Press, 2021-02)
[EN] Objective: To identify differences related to sex and define autism spectrum disorder (ASD) comorbidities female-enriched through a comprehensive multi-PheWAS intersection approach on big, real-world data. Although ...
[EN] Background: Unexpected variability across healthcare datasets may indicate data quality issues and thereby affect the credibility of these data for reutilization. No gold-standard reference dataset or methods for ...
Sáez Silvestre, Carlos; Romero, Nekane; Conejero, J. Alberto; Garcia-Gomez, Juan M(Oxford University Press, 2021-02)
[EN] Objective: The lack of representative coronavirus disease 2019 (COVID-19) data is a bottleneck for reliable and generalizable machine learning. Data sharing is insufficient without data quality, in which source ...
Carrasco-Ribelles, Lucía Amalia; Pardo-Más, Jose Ramón; Tortajada, Salvador; Sáez Silvestre, Carlos; Valdivieso, Bernardo; Garcia-Gomez, Juan M(Elsevier, 2021-08)
[EN] Patient Trajectories (PTs) are a method of representing the temporal evolution of patients. They can include information from different sources and be used in socio-medical or clinical domains. PTs have generally been ...
Sáez Silvestre, Carlos; Pereira Rodrigues, Pedro; Gama, João; Robles Viejo, Montserrat; García Gómez, Juan Miguel(Springer Verlag (Germany), 2014-09-02)
Knowledge discovery on biomedical data can be based on on-line, data-stream analyses, or using retrospective, timestamped, off-line datasets. In both cases, changes in the processes that generate data or in their quality ...
Sáez Silvestre, Carlos(Editorial Universitat Politècnica de València, 2016-04-05)
[EN] Nowadays, biomedical research and decision making depend to a great extent on the data stored in information systems. As a consequence, a lack of data quality (DQ) may lead to suboptimal decisions, or hinder the derived ...
Alcalá, Luis; García Gómez, Juan Miguel; Sáez Silvestre, Carlos(Editorial Universitat Politècnica de València, 2021-02-08)
[EN] The subjects Health Information Systems and Telemedicine and Data Quality
and Interoperability of the Degree and Master in Biomedical Engineering of
the Universitat Politècnica de València, Spain, address learning ...
Sáez Silvestre, Carlos; Martí-Bonmatí, Luis; Alberich Bayarri, Ángel; Robles Viejo, Montserrat; García Gómez, Juan Miguel(Elsevier, 2014-02)
The results of a randomized pilot study and qualitative evaluation of the clinical decision support system
Curiam BT are reported. We evaluated the system's feasibility and potential value as a radiological
information ...
Álvarez-Torres, María del Mar; Juan-Albarracín, Javier; Fuster García, Elíes; Bellvís-Bataller, Fuensanta; Lorente, David; Reynés, Gaspar; Font de Mora, Jaime; Aparici-Robles, Fernando; Botella, Carlos; Muñoz-Langa, Jose; Faubel, Raquel; Asensio-Cuesta, Sabina; García-Ferrando, Germán A.; Chelebian, Eduard; Auger, Cristina; Pineda, Jose; Rovira, Alex; Oleaga, Laura; Mollà Olmos, Enrique; Revert, Antonio J.; Tshibanda, Luaba; Crisi, Girolamo; Emblem, Kyrre E.; Martin, Didier; Due-Tønnessen, Paulina; Meling, Torstein R.; Filice, Silvano; Sáez Silvestre, Carlos; Garcia-Gomez, Juan M(John Wiley & Sons, 2020-05)
[EN] Background Glioblastoma (GBM) is the most aggressive primary brain tumor, characterized by a heterogeneous and abnormal vascularity. Subtypes of vascular habitats within the tumor and edema can be distinguished: high ...
[EN] Background and objective: The Baby-Friendly Hospital Initiative (BFHI) is an international strategy aimed at improving breastfeeding practices in health care services. Regular monitoring of indicators is key for BFHI ...
[EN] Depression is associated with absenteeism and presentism, problems in workplace relationships and loss of productivity and quality. The present work describes the validation of a web-based system for the assessment ...