Publicaciones (30) Publicaciones de SONIA MARIA VALLADARES RODRIGUEZ

2024

  1. Analysis of Voice Biomarkers for the Detection of Cognitive Impairment

    IEEE Access, Vol. 12, pp. 122840-122851

  2. Will senior adults accept being cognitively assessed by a conversational agent? a user-interaction pilot study

    Applied Intelligence, Vol. 54, Núm. 17-18, pp. 7897-7912

2023

  1. A Long Skip Connection for Enhanced Color Selectivity in CNN Architectures

    Sensors, Vol. 23, Núm. 17

  2. Anti-Sexism Alert System: Identification of Sexist Comments on Social Media Using AI Techniques

    Applied Sciences (Switzerland), Vol. 13, Núm. 7

  3. Implementing scripted conversations by means of smart assistants

    Software - Practice and Experience, Vol. 53, Núm. 5, pp. 1271-1283

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)

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

  2. Smart conversational agents for the detection of neuropsychiatric disorders: A systematic review

    Journal of Biomedical Informatics, Vol. 113

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

    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