| Towards an automatic early stress recognition system for office environments based on multimodal measurements: A review A Alberdi, A Aztiria, A Basarab Journal of biomedical informatics 59, 49-75, 2016 | 506 | 2016 |
| On the early diagnosis of Alzheimer's Disease from multimodal signals: A survey A Alberdi, A Aztiria, A Basarab Artificial intelligence in medicine 71, 1-29, 2016 | 219 | 2016 |
| Smart home-based prediction of multidomain symptoms related to Alzheimer's disease A Alberdi, A Weakley, M Schmitter-Edgecombe, DJ Cook, A Aztiria, ... IEEE journal of biomedical and health informatics 22 (6), 1720-1731, 2018 | 156 | 2018 |
| Synthetic data generation for tabular health records: A systematic review M Hernandez, G Epelde, A Alberdi, R Cilla, D Rankin Neurocomputing 493, 28-45, 2022 | 117 | 2022 |
| Automatic assessment of functional health decline in older adults based on smart home data AA Aramendi, A Weakley, AA Goenaga, M Schmitter-Edgecombe, ... Journal of biomedical informatics 81, 119-130, 2018 | 99 | 2018 |
| Using smart offices to predict occupational stress A Alberdi, A Aztiria, A Basarab, DJ Cook International Journal of Industrial Ergonomics 67, 13-26, 2018 | 51 | 2018 |
| Incorporation of synthetic data generation techniques within a controlled data processing workflow in the health and wellbeing domain M Hernandez, G Epelde, A Beristain, R Álvarez, C Molina, X Larrea, ... Electronics 11 (5), 812, 2022 | 23 | 2022 |
| Synthetic tabular data evaluation in the health domain covering resemblance, utility, and privacy dimensions M Hernadez, G Epelde, A Alberdi, R Cilla, D Rankin Methods of Information in Medicine 62 (S 01), e19-e38, 2023 | 20 | 2023 |
| Validation of random forest machine learning models to predict dementia-related neuropsychiatric symptoms in real-world data J Mar, A Gorostiza, O Ibarrondo, C Cernuda, A Arrospide, Á Iruin, ... Journal of Alzheimer's Disease 77 (2), 855-864, 2020 | 17 | 2020 |
| Estimation of the epidemiology of dementia and associated neuropsychiatric symptoms by applying machine learning to real-world data J Mar, A Gorostiza, A Arrospide, I Larrañaga, A Alberdi, C Cernuda, ... Revista de Psiquiatría y Salud Mental (English Edition) 15 (3), 167-175, 2022 | 16 | 2022 |
| Standardised metrics and methods for synthetic tabular data evaluation M Hernandez, G Epelde, A Alberdi, R Cilla, D Rankin Authorea Preprints, 2023 | 8 | 2023 |
| Synthetic subject generation with coupled coherent time series data X Larrea, M Hernandez, G Epelde, A Beristain, C Molina, A Alberdi, ... Engineering Proceedings 18 (1), 7, 2022 | 6 | 2022 |
| Spatial characterization of the effect of age and sex on macular layer thicknesses and foveal pit morphology D Romero-Bascones, U Ayala, A Alberdi, A Erramuzpe, M Galdós, ... PLoS One 17 (12), e0278925, 2022 | 5 | 2022 |
| Testing architecture with variability management in embedded distributed systems A Arrieta, I Agirre, A Alberdi Actas de las IV Jornadas de Computación Empotrada (JCE) 17, 20, 2013 | 5 | 2013 |
| Effect of incorporating metadata to the generation of synthetic time series in a healthcare context I Isasa, M Hernandez, G Epelde, F Londoño, A Beristain, A Alberdi, ... 2023 IEEE 36th International Symposium on Computer-Based Medical Systems …, 2023 | 3 | 2023 |
| Aging effects on resting state networks after an emotional memory task G Artola, A Errarte, E Isusquiza, M Barrenechea, A Alberdi Aramendi, ... Proceedings of the XXXVI Congreso Anual de la Sociedad Española de …, 2018 | 2 | 2018 |
| Comparative assessment of synthetic time series generation approaches in healthcare: leveraging patient metadata for accurate data synthesis I Isasa, M Hernandez, G Epelde, F Londoño, A Beristain, X Larrea, ... BMC Medical Informatics and Decision Making 24 (1), 27, 2024 | | 2024 |
| Comparative assessment of synthetic time series generation approaches in healthcare: leveraging patient metadata for accurate data synthesis I Isasa Reinoso, A Alberdi Aramendi Springer Nature, 2024 | | 2024 |
| Synthetic Tabular Data Evaluation in the Health Domain Covering Resemblance, Utility, and Privacy Dimensions A Alberdi Aramendi Thieme, 2023 | | 2023 |
| Comparative Evaluation of Oversampling Techniques for Balancing Metabolic Profiles M Hernandez, G Epelde, R Gil-Redondo, N Embade, A Alberdi, I Macia, ... Proceedings of the 9th International Conference on Bioinformatics Research …, 2022 | | 2022 |
