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MARTINEZ TOMAS, RAFAEL

Inteligencia Artificial / Universidad Nacional de Educación a Distancia

Publications

Advancing multimodal neuroimaging: Explainable and responsible AI for early dementia detection.

  • Arco,J.E.
  • Alizadehsani,R.
  • Atzmueller,M.
  • Barakova,E.
  • Bloch,L.
  • Bologna,G.
  • Bonomini,P.
  • Cho,S.-B.
  • Cortes,J.M.
  • Elazab,A.
  • Khan,M.A.
  • Domínguez,E.
  • Duro,R.J.
  • Fernández-Caballero,A.
  • Fernández-Jover,E.
  • Ferrández-Vicente,J.M.
  • Friedrich,C.M.
  • García-Rodríguez,J.
  • Garrigós,J.
  • Gómez-Rodellar,A.
  • Gómez-Vilda,P.
  • Graña,M.
  • Hernández,A.
  • Huang,Y.
  • Jiménez-Mesa,C.
  • Levin,J.
  • Liu,N.
  • Ma,Q.
  • Martínez-Murcia,F.J.
  • Martínez-Tomás,R.
  • Molina,J.M.
  • Nalepa,G.J.
  • Ortiz,A.
  • Palacios-Alonso,D.
  • Ponticorvo,M.
  • Pereira,A.
  • Ramírez,J.
  • Rincón,M.
  • Rodríguez-Rodríguez,I.
  • Su,L.
  • Suckling,J.
  • Val-Calvo,M.
  • Varona,P.
  • Vázquez-García,C.
  • Wang,S.
  • Zhang,Y.-D.
  • Gorriz,J.M.
... View more Collapse

Neuroimage (p. 122142-122142) - 27/7/2026

Editor: Academic Press Inc.

10.1016/j.neuroimage.2026.122142 View at source

  • ISSN 10538119
  • ISSN/ISBN 1095-9572

Early detection of mild cognitive impairment through neuropsychological tests in population screenings: a decision support system integrating ontologies and machine learning

  • Gómez-Valadés, A.
  • Martínez-Tomás, R.
  • García-Herranz, S.
  • Bjørnerud, A.
  • Rincón, M.

Frontiers in Neuroinformatics - 2024

Editor: Frontiers Media SA

10.3389/fninf.2024.1378281 View at source

  • ISSN/ISBN 1662-5196

A benchmark for Rey-Osterrieth complex figure test automatic scoring

  • Guerrero-Martín, J.
  • Díaz-Mardomingo, M.D.C.
  • García-Herranz, S.
  • Martínez-Tomás, R.
  • Rincón, M.

Heliyon - 15/11/2024

Editor: Elsevier Ltd

10.1016/j.heliyon.2024.e39883 View at source

  • ISSN/ISBN 2405-8440

Designing an effective semantic fluency test for early MCI diagnosis with machine learning

  • Gómez-Valadés, A.
  • Martínez, R.
  • Rincón, M.

Computers in Biology and Medicine - 1/09/2024

Editor: Elsevier Ltd

10.1016/j.compbiomed.2024.108955 View at source

  • ISSN/ISBN 1879-0534

Self-Learning Robot Autonomous Navigation with Deep Reinforcement Learning Techniques

  • Pintos Gómez de las Heras, B.
  • Martínez-Tomás, R.
  • Cuadra Troncoso, J.M.

Applied Sciences (Switzerland) - 1/01/2024

Editor: Multidisciplinary Digital Publishing Institute (MDPI)

10.3390/app14010366 View at source

  • ISSN/ISBN 2076-3417

Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends

  • Górriz, J.M.
  • Álvarez-Illán, I.
  • Álvarez-Marquina, A.
  • Arco, J.E.
  • Atzmueller, M.
  • Ballarini, F.
  • Barakova, E.
  • Bologna, G.
  • Bonomini, P.
  • Castellanos-Dominguez, G.
  • Castillo-Barnes, D.
  • Cho, S.B.
  • Contreras, R.
  • Cuadra, J.M.
  • Domínguez, E.
  • Domínguez-Mateos, F.
  • Duro, R.J.
  • Elizondo, D.
  • Fernández-Caballero, A.
  • Fernandez-Jover, E.
  • Formoso, M.A.
  • Gallego-Molina, N.J.
  • Gamazo, J.
  • González, J.G.
  • Garcia-Rodriguez, J.
  • Garre, C.
  • Garrigós, J.
  • Gómez-Rodellar, A.
  • Gómez-Vilda, P.
  • Graña, M.
  • Guerrero-Rodriguez, B.
  • Hendrikse, S.C.F.
  • Jimenez-Mesa, C.
  • Jodra-Chuan, M.
  • Julian, V.
  • Kotz, G.
  • Kutt, K.
  • Leming, M.
  • de Lope, J.
  • Macas, B.
  • Marrero-Aguiar, V.
  • Martinez, J.J.
  • Martinez-Murcia, F.J.
  • Martínez-Tomás, R.
  • Mekyska, J.
  • Nalepa, G.J.
  • Novais, P.
  • Orellana, D.
  • Ortiz, A.
  • Palacios-Alonso, D.
  • Palma, J.
  • Pereira, A.
  • Pinacho-Davidson, P.
  • Pinninghoff, M.A.
  • Ponticorvo, M.
  • Psarrou, A.
  • Ramírez, J.
  • Rincón, M.
  • Rodellar-Biarge, V.
  • Rodríguez-Rodríguez, I.
  • Roelofsma, P.H.M.P.
  • Santos, J.
  • Salas-Gonzalez, D.
  • Salcedo-Lagos, P.
  • Segovia, F.
  • Shoeibi, A.
  • Silva, M.
  • Simic, D.
  • Suckling, J.
  • Treur, J.
  • Tsanas, A.
  • Varela, R.
  • Wang, S.H.
  • Wang, W.
  • Zhang, Y.D.
  • Zhu, H.
  • Zhu, Z.
  • Ferrández-Vicente, J.M.
... View more Collapse

Information Fusion - 1/12/2023

Editor: Elsevier B.V.

10.1016/j.inffus.2023.101945 View at source

  • ISSN 15662535
  • ISSN/ISBN 1566-2535

A Knowledge Graph Framework for Dementia Research Data

  • Timón-Reina, S.
  • Rincón, M.
  • Martínez-Tomás, R.
  • Kirsebom, B.-E.
  • Fladby, T.

Applied Sciences (Switzerland) - 1/09/2023

Editor: Multidisciplinary Digital Publishing Institute (MDPI)

10.3390/app131810497 View at source

  • ISSN/ISBN 2076-3417

IWINAC'2019: Intelligent systems for cognitive training and assessment

  • Rincón Zamorano, M.
  • Martínez Tomás, R.
  • Ferrández Vicente, J.M.

Expert Systems - 1/05/2022

Editor: John Wiley and Sons Inc

10.1111/exsy.12965 View at source

  • ISSN/ISBN 1468-0394

An overview of graph databases and their applications in the biomedical domain

  • Timón-Reina, S.
  • Rincón, M.
  • Martínez-Tomás, R.

Database - 2021

Editor: Oxford University Press

10.1093/database/baab026 View at source

  • ISSN/ISBN 1758-0463

Q-CHAT-NAO: A robotic approach to autism screening in toddlers

  • Romero-García, R.
  • Martínez-Tomás, R.
  • Pozo, P.
  • de la Paz, F.
  • Sarriá, E.

Journal of Biomedical Informatics - 1/06/2021

Editor: Academic Press Inc.

10.1016/j.jbi.2021.103797 View at source

  • ISSN/ISBN 1532-0464

Informática básica

  • García de Sola Martínez, Juan F.
  • Martínez Tomás, Rafael

1993

Editor: Alhambra

  • ISSN/ISBN 84-205-2302-X

Lenguajes ensambladores

  • Martínez Tomás, Rafael

1990

Editor: Thomson-Paraninfo

  • ISSN/ISBN 84-283-1801-8

A Comparison of Feature-based Classifiers and Transfer Learning Approaches for Cognitive Impairment Recognition in Language

  • Mónica González Machorro
  • Rafael Martínez Tomás

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 (p. 426-435) - 2022

Editor: Springer Suiza

  • ISSN/ISBN 978-3-031-06241-4

Automatic Scoring of Rey-Osterrieth Complex Figure Test Using Recursive Cortical Networks

  • F.
  • R.
  • M. Rincón

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 (p. 455-463) - 2022

Editor: Springer Suiza

  • ISSN/ISBN 978-3-031-06241-4

Evaluating Imputation Methods for Missing Data in a MCI Dataset

  • Alba Gómez-Valadés Batanero
  • Mariano Rincón Zamorano
  • Rafael Martínez Tomás
  • Juan Guerrero Martín

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 (p. 446-454) - 2022

Editor: Springer Suiza

  • ISSN/ISBN 978-3-031-06241-4

Ontologies for early detection of the alzheimer disease and other neurodegenerative diseases

  • Alba Gomez-Valadés
  • Rafael Martínez-Tomás
  • Mariano Rincón-Zamorano

Understanding the Brain Function and Emotions: 8th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2019 Almería, Spain, June 3–7, 2019 Proceedings, Part I (p. 42-50) - 2019

Editor: Springer Suiza

  • ISSN/ISBN 978-3-030-19591-5

Living with alzheimer's: Social and family interventions. Treating memory impairment with assistive technology

  • Tomás, R.M.
  • Ascaso, A.R.

The Visually Disabled and the Elderly in the Age of IC Technologies (p. 85-106) - 1/01/2018

Editor: Nova Science Publishers, Inc.

  • ISSN/ISBN 9781536130577

Reduction of a Neuropsychological Test Battery Using Machine Learning Methods

  • Gómez-Valadés Batanero,A.
  • Martínez Tomás,R.
  • Rincón,M.
  • Tarraga López,P.J.

Lecture Notes in Computer Science (p. 597-608) - 2026

Editor: Springer Science and Business Media Deutschland GmbH

10.1007/978-3-032-10661-2_44 View at source

  • ISSN/ISBN 1611-3349

Bayesian Network Structures for Early Diagnosis of MCI Using Semantic Fluency Tests

  • Gómez-Valadés, A.
  • Martínez-Tomás, R.
  • Rincón, M.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (p. 381-389) - 2024

Editor: Springer Science and Business Media Deutschland GmbH

10.1007/978-3-031-61140-7_36 View at source

  • ISSN/ISBN 9783031611391

Automatic Scoring of Rey-Osterrieth Complex Figure Test Using Recursive Cortical Networks

  • Pinilla, F.J.
  • Martínez-Tomás, R.
  • Rincón, M.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (p. 455-463) - 2022

Editor: Springer Science and Business Media Deutschland GmbH

10.1007/978-3-031-06242-1_45 View at source

  • ISSN/ISBN 1611-3349

Evaluating Imputation Methods for Missing Data in a MCI Dataset

  • Batanero, A.G.-V.
  • Zamorano, M.R.
  • Tomás, R.M.
  • Martín, J.G.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (p. 446-454) - 2022

Editor: Springer Science and Business Media Deutschland GmbH

10.1007/978-3-031-06242-1_44 View at source

  • ISSN/ISBN 1611-3349

A Comparison of Feature-based Classifiers and Transfer Learning Approaches for Cognitive Impairment Recognition in Language

  • Monica, G.M.
  • Rafael, M.T.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (p. 426-435) - 2022

Editor: Springer Science and Business Media Deutschland GmbH

10.1007/978-3-031-06242-1_42 View at source

  • ISSN/ISBN 1611-3349

Ontologies for Early Detection of the Alzheimer Disease and Other Neurodegenerative Diseases

  • Gomez-Valadés, A.
  • Martínez-Tomás, R.
  • Rincón-Zamorano, M.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (p. 42-50) - 2019

Editor: Springer Verlag

10.1007/978-3-030-19591-5_5 View at source

  • ISSN/ISBN 1611-3349

Hacia un indicador temprano de deterioro cognitivo válido como herramienta de screening

  • Rafael Martínez-Tomás
  • Mariano Rincón-Zamorano
  • Alba Gomez-Valadés
  • Héctor Gómez
  • Susana Arias

XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018): avances en Inteligencia Artificial. 23-26 de octubre de 2018 Granada, España (p. 1267-1272) - 2018

Editor: Asociación Española para la Inteligencia Artificial (AEPIA)

  • ISSN/ISBN 3-030-00374-4

Identification of the semantic disconnection in alzheimer’s patients conducted by bayesian algorithms

  • Tapia, S.A.
  • Tomás, R.M.
  • Ríos, M.N.
  • Gómez, H.F.
  • Quinde, C.P.
  • Chicaiza R., V.E.
  • Ramirez, J.N.
... View more Collapse

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (p. 49-58) - 2017

Editor: Springer Verlag

10.1007/978-3-319-59773-7_6 View at source

  • ISSN/ISBN 9783319597720

Design of a semantic framework to modeling human behavior in surveillance context

  • Gómez A., H.F.
  • Martínez-Tomás, R.
  • Tapia, S.A.
  • Del Salto, V.H.
  • Guerrero, J.S.
  • Mocha-Bonilla, J.A.
  • Ortiz, P.O.
  • Salazar, D.C.
  • Ramirez, J.N.
  • Quinde, C.P.
... View more Collapse

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (p. 507-512) - 2016

Editor: Springer Verlag

10.1007/978-3-319-48799-1_54 View at source

  • ISSN/ISBN 1611-3349

Automatic drawing analysis of figures included in neuropsychological tests for the assessment and diagnosis of mild cognitive impairment

  • Rincón, M.
  • García-Herranz, S.
  • Díaz-Mardomingo, M.C.
  • Martínez-Tomás, R.
  • Peraita, H.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (p. 508-515) - 2015

Editor: Springer Verlag

10.1007/978-3-319-18914-7_53 View at source

  • ISSN/ISBN 1611-3349

This researcher has no working papers.

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This researcher has no patents or software licenses.

Last data update: 10/29/26 12:32 PM