Zer egiten dugu

Comparative assessment of synthetic time series generation approaches in healthcare: leveraging patient metadata for accurate data synthesis

ARTICULO  |  BMC Medical Informatics and Decision Making. Vol. 24. N. 1. N. art. 27,

Urtea: 2024  |  ISBN/ISSN: 1472-6947

Egilea: ISASA REINOSO, IMANOL   HERNANDEZ, MIKEL   KONSTANTINIDIS, EVDOKIMOS   BAMIDIS, PANAGIOTIS   ALBERDI ARAMENDI, ANE   LARREA LIZARTZA, XABAT   BERISTAIN, ANDONI   LONDOÑO, FRANCISCO   EPELDE, GORKA  

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

ARTICULO  |  Methods of Information in Medicine. Vol. 62(S 01). e19-e38,

Urtea: 2023  |  ISBN/ISSN: 2511-705X

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

Effect of incorporating metadata to the generation of synthetic time series in a healthcare context

COMUNICACION_CONGRESO  |  36th International Symposium on Computer-Based Medical Systems (CBMS). 22-24 June 2023, L'Aquila (Italy). IEEE,

Urtea: 2023  |  ISBN/ISSN: 979-8-3503-1224-9

Egilea: ISASA REINOSO, IMANOL   LONDOÑO, FRANCISCO   HERNANDEZ, MIKEL   EPELDE, GORKA   BERISTAIN, ANDONI   ALBERDI ARAMENDI, ANE   BAMIDIS, PANAGIOTIS   KONSTANTINIDIS, EVDOKIMOS  

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

Urtea: 2022  |  ISBN/ISSN: 1888-9891

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

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,

Urtea: 2022  |  ISBN/ISSN: 2079-9292

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

Synthetic data generation for tabular health records: A systematic review

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

Urtea: 2022  |  ISBN/ISSN: 09252312

Egilea: HERNÁNDEZ JIMÉNEZ, MIKEL   ALBERDI ARAMENDI, ANE   CILLA UGARTE, RODRIGO   EPELDE UNANUE, GORKA   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

Urtea: 2022  |  ISBN/ISSN: 978-1-4503-9686-8

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

Synthetic Subject Generation with Coupled Coherent Time Series Data †

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

Urtea: 2022

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

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.

Urtea: 2022  |  ISBN/ISSN: 1932-6203

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

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

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

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

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,

Urtea: 2020  |  ISBN/ISSN: 1387-2877 Print

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

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

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

Urtea: 2019  |  ISBN/ISSN: 1099430

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

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,

Urtea: 2018  |  ISBN/ISSN: 9788409062539

Egilea: VARELA LENIZ, IRENE   ALBERDI ARAMENDI, ANE   BARRENECHEA CARRASCO, MAITANE   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,

Urtea: 2018  |  ISBN/ISSN: 15320464

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

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,

Urtea: 2018  |  ISBN/ISSN: 9788409062539

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

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

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

Urtea: 2018  |  ISBN/ISSN: 21682194

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

Using smart offices to predict occupational stress

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

Urtea: 2018  |  ISBN/ISSN: 01698141

Egilea: 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,

Urtea: 2017  |  ISBN/ISSN: 9788490827970

Egilea: CALVO FERNÁNDEZ, MARTA   ALBERDI ARAMENDI, ANE   DÍAZ CARRIET, OLATZ   BARRENECHEA CARRASCO, MAITANE   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,

Urtea: 2016  |  ISBN/ISSN: 09333657

Egilea: 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,

Urtea: 2016  |  ISBN/ISSN: 15320464

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