Publikationen, an denen er mitarbeitet SONIA MARIA VALLADARES RODRIGUEZ (10)

2022

  1. New Trends in Cognitive Aging and Mild Cognitive Impairment

    Geriatrics (Switzerland)

2021

  1. Relevance of complaint severity in predicting the progression of subjective cognitive decline and mild cognitive impairment: A machine learning approach

    Journal of Alzheimer's Disease, Vol. 82, Núm. 3, pp. 1229-1242

2020

  1. Neuropsychiatric symptoms as predictors of conversion from MCI to dementia: A machine learning approach

    International Psychogeriatrics, Vol. 32, Núm. 3, pp. 381-392

  2. Predicting progression in subjective cognitive decline (SCD) using a machine learning (ML) approach: The role of the complaint’s severity

    Alzheimer's & Dementia, Vol. 16, Núm. S6

2019

  1. A machine learning approach to the early diagnosis of Alzheimer's disease based on an ensemble of classifiers

    Computational Science and Its Applications -- ICCSA 2019, 19th International Conference, Saint Petersburg, Russia, July 1-4, 2019 : Proceedings. Part I (Springer International Publishing AG), pp. 383-396

  2. Machine learning approaches to studying the role of cognitive reserve in conversion from mild cognitive impairment to dementia

    International Journal of Geriatric Psychiatry, Vol. 34, Núm. 7, pp. 941-949

  3. Touchscreen games to detect cognitive impairment in senior adults. A user-interaction pilot study

    International Journal of Medical Informatics, Vol. 127, pp. 52-62

2018

  1. Episodix: A serious game to detect cognitive impairment in senior adults. A psychometric study

    PeerJ, Vol. 2018, Núm. 9

  2. Learning to Detect Cognitive Impairment through Digital Games and Machine Learning Techniques

    Methods of Information in Medicine, Vol. 57, Núm. 4, pp. 197-207

2017

  1. Design process and preliminary psychometric study of a video game to detect cognitive impairment in senior adults

    PeerJ, Vol. 2017, Núm. 6