Neurociencia Cognitiva Aplicada e Psicoxerontoloxía
NeuCogA-Aging
SONIA MARIA
VALLADARES RODRIGUEZ
Profesora axudante doutora
Publicacións nas que colabora con SONIA MARIA VALLADARES RODRIGUEZ (10)
2022
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New Trends in Cognitive Aging and Mild Cognitive Impairment
Geriatrics (Switzerland)
2021
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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
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Neuropsychiatric symptoms as predictors of conversion from MCI to dementia: A machine learning approach
International Psychogeriatrics, Vol. 32, Núm. 3, pp. 381-392
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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
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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
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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
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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
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Episodix: A serious game to detect cognitive impairment in senior adults. A psychometric study
PeerJ, Vol. 2018, Núm. 9
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Learning to Detect Cognitive Impairment through Digital Games and Machine Learning Techniques
Methods of Information in Medicine, Vol. 57, Núm. 4, pp. 197-207