Research and transfer groups

Synthetic Tabular Data Evaluation in the Health Domain Covering Resemblance, Utility, and Privacy Dimensions

ARTICULO  |  Methods of Information in Medicine

Year: 2023  |  ISBN/ISSN: 2511-705X

Author: HERNANDEZ, MIKEL   EPELDE, GORKA   GIL-REDONDO, RUBÉN   EMBADE, NIEVES   ALBERDI ARAMENDI, ANE   CILLA, RODRIGO   RANKIN, DEBBIE  

Comparative Evaluation of Oversampling Techniques for Balancing Metabolic Profiles

COMUNICACION_CONGRESO  |  ICBRA '22: Proceedings of the 9th International Conference on Bioinformatics Research and Applications

Year: 2023  |  ISBN/ISSN: 978-1-4503-9686-8

Author: HERNANDEZ, MIKEL   EPELDE, GORKA   GIL-REDONDO, RUBÉN   EMBADE, NIEVES   ALBERDI ARAMENDI, ANE   MACIA, IVÁN   MILLET, ÓSCAR  

Incorporation of Synthetic Data Generation Techniques within a Controlled Data Processing Workflow in the Health and Wellbeing Domain

ARTICULO  |  Electronics. Vol. 11. N. 5. N. artículo 812,

Year: 2022  |  ISBN/ISSN: 2079-9292

Author: HERNANDEZ, MIKEL   EPELDE UNANUE, GORKA   BERISTAIN, ANDONI   ÁLVAREZ SÁNCHEZ, ROBERTO   MOLINA MORENO, CRISTINA   LARREA LIZARTZA, XABAT   ALBERDI ARAMENDI, ANE   TIMOLEON, MICHALIS   BAMIDIS, PANAGIOTIS   KONSTANTINIDIS, EVDOKIMOS  

Synthetic data generation for tabular health records: A systematic review

Otros  |  Neurocomputing. Vol. 493. Pp. 28-45,

Year: 2022  |  ISBN/ISSN: 09252312

Author: HERNÁNDEZ JIMÉNEZ, MIKEL   EPELDE UNANUE, GORKA   ALBERDI ARAMENDI, ANE   CILLA UGARTE, RODRIGO   RANKIN, DEBBIE  

Synthetic Subject Generation with Coupled Coherent Time Series Data †

ARTICULO  |  Engineering Proceedings. Vol. 18. N. 1,

Year: 2022

Author: LARREA LIZARTZA, XABAT   HERNANDEZ, MIKEL   EPELDE, GORKA   BERISTAIN, ANDONI   MOLINA, CRISTINA   ALBERDI ARAMENDI, ANE   RANKIN, DEBBIE   BAMIDIS, PANAGIOTIS   KONSTANTINIDIS, EVDOKIMOS  

Spatial characterization of the effect of age and sex on macular layer thicknesses and foveal pit morphology

ARTICULO  |  Plos One. Vol. 17. N. 12. N. artículo e0278925.

Year: 2022  |  ISBN/ISSN: 1932-6203

Author: ROMERO BASCONES, DAVID   AYALA FERNANDEZ, UNAI   ALBERDI ARAMENDI, ANE   ERRAMUZPE ALIAGA, ASIER   GALDÓS, MARTA   GÓMEZ ESTEBAN, JUAN CARLOS   MURUETA GOYENA, ANE   TEIJEIRA, SARA   GABILONDO, IÑIGO   BARRENECHEA CARRASCO, MAITANE  

Monitorización longitudinal de la compliancia pulmonar basada en la TIE en pacientes infectados por COVID-19

COMUNICACION_CONGRESO  |  Libro de Actas XXXIX Congreso Anual de la Sociedad Española de Ingeniería Biomédica. Pp. 10-13

Year: 2021  |  ISBN/ISSN: 978-84-09-36054-3

Author: ISASA REINOSO, IMANOL   ALBERDI ARAMENDI, ANE   BARRENECHEA CARRASCO, MAITANE   CHEN, RONGQUING   LOVAS, ANDRAS   MÖLLER, KNUT  

Estimation of the epidemiology of dementia and associated neuropsychiatric symptoms by applying machine learning to real-world data

ARTICULO  |  Revista de Psiquiatría y Salud Mental. Available online 25 March 2021. In Press, Journal Pre-proof

Year: 2021  |  ISBN/ISSN: 1888-9891

Author: MAR MEDINA, JAVIER   GOROSTIZA, ANIA   ARROSPIDE, ARANTZAZU   LARRAÑAGA URIBEETXEBERRIA, IGOR   ALBERDI ARAMENDI, ANE   CERNUDA GARCIA, CARLOS   IRUIN, ÁLVARO   TAINTA, MIKEL   MAR BARRUTIA, LOREA   IBARRONDO OLAGÜENAGA, OLIVER  

Validation of Random Forest Machine Learning Models to Predict Dementia-Related Neuropsychiatric Symptoms in Real-World Data

ARTICULO  |  Journal of Alzheimer's Disease. Vol. 77. N. 2. Pp. 855-864,

Year: 2020  |  ISBN/ISSN: 1875-8908 Online

Author: MAR MEDINA, JAVIER   GOROSTIZA, ANIA   IBARRONDO OLAGÜENAGA, OLIVER   CERNUDA GARCIA, CARLOS   ARROSPIDE, ARANTZAZU   IRUIN, ÁLVARO   LARRAÑAGA URIBEETXEBERRIA, IGOR   TAINTA, MIKEL   EZPELETA GALLASTEGI, ENAITZ   ALBERDI ARAMENDI, ANE  

Aging Modulates the Resting Brain after a Memory Task: A Validation Study from Multivariate Models

ARTICULO  |  Entropy. Vol. 21. Nº 4. 411. 17 April,

Year: 2019  |  ISBN/ISSN: 1099430

Author: ARTOLA BALDA, GARAZI   ISUSQUIZA GARCIA, ERIK   ERRARTE YARZA, ANE   BARRENECHEA CARRASCO, MAITANE   ALBERDI ARAMENDI, ANE   HERNÁNDEZ LORCA, MARÍA   SOLESIO JOFRE, ELENA  

Understanding human response to tactile stimuli: A Machine Learning approach

COMUNICACION_CONGRESO  |  XXXVI Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB). Libro de Actas. Ciudad Real, 21-23 noviembre. Ediciones VISILAB,

Year: 2018  |  ISBN/ISSN: 9788409062539

Author: VARELA LENIZ, IRENE   BARRENECHEA CARRASCO, MAITANE   ALBERDI ARAMENDI, ANE   CHINELLATO, ERIS  

Automatic assessment of functional health decline in older adults based on smart home data

ARTICULO  |  Journal of Biomedical Informatics. Vol. 81. Pp. 119-130. May,

Year: 2018  |  ISBN/ISSN: 15320464

Author: ALBERDI ARAMENDI, ANE   AZTIRIA GOENAGA, ASIER   WEAKLEY, ALYSSA   COOK, DIANE   SCHMITTER-EDGECOMBE, MAUREEN  

Aging effects on resting state networks after an emotional memory task

COMUNICACION_CONGRESO  |  CASEIB 2018: XXXVI Congreso Anual de la Sociedad Española de Ingeniería Biomédica. Libro de Actas. Ciudad Real, 21-23 noviembre. Pp. 271- 274. Ediciones VISILAB,

Year: 2018  |  ISBN/ISSN: 9788409062539

Author: ARTOLA BALDA, GARAZI   BARRENECHEA CARRASCO, MAITANE   ERRARTE YARZA, ANE   ISUSQUIZA GARCIA, ERIK   ALBERDI ARAMENDI, ANE  

Smart home-based prediction of multidomain symptoms related to Alzheimer's Disease

ARTICULO  |  IEEE Journal of Biomedical and Health Informatics. IEEE. 25 January,

Year: 2018  |  ISBN/ISSN: 21682194

Author: ALBERDI ARAMENDI, ANE   AZTIRIA GOENAGA, ASIER   BARRENECHEA CARRASCO, MAITANE   WEAKLEY, ALYSSA   SCHMITTER-EDGECOMBE, MAUREEN   COOK, DIANE   BASARAB, ADRIAN  

Using smart offices to predict occupational stress

ARTICULO  |  International Journal of Industrial Ergonomics. Vol. 67. Pp. 13–26. September,

Year: 2018  |  ISBN/ISSN: 01698141

Author: ALBERDI ARAMENDI, ANE   AZTIRIA GOENAGA, ASIER   BASARAB, ADRIAN   COOK, DIANE  

Influencia de la frecuencia respiratoria inducida en los valores HRV

COMUNICACION_CONGRESO  |  CASEIB 2017: XXXV Congreso anual de la Sociedad Espa˜ñola de Ingeniería Biomédica : Libro de actas, Bilbao 29 de Noviembre-1 de Diciembre. Editores científicos, Raimon Jané Campos et al. Pp. 367-370. Euskal Herriko Unibertsitateko Argitalpen Zerbitzua,

Year: 2017  |  ISBN/ISSN: 9788490827970

Author: CALVO FERNÁNDEZ, MARTA   BARRENECHEA CARRASCO, MAITANE   DÍAZ CARRIET, OLATZ   ALBERDI ARAMENDI, ANE   AYALA FERNANDEZ, UNAI  

On the early diagnosis of Alzheimer's Disease from multimodal signals : a survey

ARTICULO  |  Artificial Intelligence in Medicine. Vol. 71. Pp. 1–29. July,

Year: 2016  |  ISBN/ISSN: 09333657

Author: ALBERDI ARAMENDI, ANE   AZTIRIA GOENAGA, ASIER   BASARAB, ADRIAN  

Towards an automatic early stress recognition system for office environments based on multimodal measurements : a review

ARTICULO  |  Journal of Biomedical Informatics. Volume.59. Pp.49-75. February,

Year: 2016  |  ISBN/ISSN: 15320464

Author: ALBERDI ARAMENDI, ANE   AZTIRIA GOENAGA, ASIER   BASARAB, ADRIAN  

Sistemas de Aprendizaje Profundo para la Generación de Conocimiento Sanitario Accionable

COMPETITIVO

Start Date:  2019-04-01  |  End Date:  2021-12-31

Financing: Gobierno Vasco

Participation: 

Author: ALBERDI ARAMENDI, ANE (INVEST_PRINCIPAL)  

Motor de Procesamiento de Lenguaje Natural para el Enriquecimiento de Datos Sanitarios (2ª Anualidad)

COMPETITIVO

Start Date:  2018-03-01  |  End Date:  2018-12-31

Financing: Gobierno Vasco

Participation: ETIC EMBEDDED TECHNOLOGIES INNOVATION CENTER, S.COOP.;ISEA S.COOP;MONDRAGON GOI ESKOLA POLITEKNIKOA JOSE Mª ARIZMENDIARRIETA, S. COOP.

Author: GARITANO GARITANO, IÑAKI (INVEST)   ALBERDI ARAMENDI, ANE (INVEST)   EZPELETA GALLASTEGI, ENAITZ (INVEST)   GOMEZ DIEZ, CARLOS (INVEST)   Zurutuza Ortega, Urko (INVEST)  

Solución Integral de Analítica Avanzada de Datos para una Gestión y Asistencia Sanitaria Óptima

CONTRATO

Start Date:  2018-02-06  |  End Date:  2018-12-31

Financing: Gobierno Vasco

Participation: LKS, S.COOP.

Author: CERNUDA GARCIA, CARLOS (INVEST)   ALBERDI ARAMENDI, ANE (INVEST)   EZPELETA GALLASTEGI, ENAITZ (INVEST)   BASAGOITI ASTIGARRAGA, ROSARIO MARIA (INVEST)  

Early diagnosis of disorders based on behavioural shifts and biomedical signals

Reading date:  2017-08-31

Director: Dr. Asier Aztiria Goenaga, Dr. Adrian Basarab

Author: ALBERDI ARAMENDI, ANE  

Predicción de eventos en pacientes con la Covid 19 utilizando técnicas de Deep Learning en series temporales aplicados a datos clínicos

Reading date: 

Author: Zubizarreta Pascual, Ion

Director: ALBERDI ARAMENDI, ANE