Publicaciones (30) Publicaciones de SONIA MARIA VALLADARES RODRIGUEZ

2022

  1. Automatic Diagnosis of Mild Cognitive Impairment Using Siamese NeuralNetwork

    Artificial intelligence in neuroscience: Affective analysis and health applications: 9th international work-conference on the interplay between natural and artificial computation, IWINAC 2022, Puerto de la Cruz, Tenerife, Spain, May 31-June 3, 2022, proceedings, Part I (Springer Suiza), pp. 416-425

  2. Automatic Diagnosis of Mild Cognitive Impairment Using Siamese Neural Networks

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  3. Evaluation of the Predictive Ability and User Acceptance of Panoramix 2.0, an AI-Based E-Health Tool for the Detection of Cognitive Impairment

    Electronics (Switzerland), Vol. 11, Núm. 21

  4. Explainable Artificial Intelligence to Detect Breast Cancer: A Qualitative Case-Based Visual Interpretability Approach

    Artificial intelligence in neuroscience: Affective analysis and health applications: 9th international work-conference on the interplay between natural and artificial computation, IWINAC 2022, Puerto de la Cruz, Tenerife, Spain, May 31-June 3, 2022, proceedings, Part I (Springer Suiza), pp. 557-566

  5. Explainable Artificial Intelligence to Detect Breast Cancer: A Qualitative Case-Based Visual Interpretability Approach

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  6. Integration of Diagnosis Application Data using FHIR

    ACM International Conference Proceeding Series

  7. New Trends in Cognitive Aging and Mild Cognitive Impairment

    Geriatrics (Switzerland)

2019

  1. A Machine Learning Approach to the Early Diagnosis of Alzheimer’s Disease Based on an Ensemble of Classifiers

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. 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

  3. 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

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

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