المؤلفون: Formoso Trigo, Marco A., Gallego-Molina, Nicolás J., Ortiz-García, Andrés, Rodríguez-Rodríguez, Ignacio, Giménez-de-la-Peña, Almudena

مصطلحات موضوعية: Electroencefalografía, Dislexia, EEG, Explainable, Shapvalues

Relation: 10th International Conference on the Interplay Between Natural and Artificial Computation; Olhao; 4/6/24; https://hdl.handle.net/10630/31899

الاتاحة: https://hdl.handle.net/10630/31899

المؤلفون: Mateo-Trujillo, J. Ignacio, Rodríguez Rodríguez, Ignacio, Castillo-Barnes, Diego, Ortiz-García, Andrés, Luque-Vilaseca, Juan Luis

مصطلحات موضوعية: Dislexia - Simulación por ordenador, Métodos de simulación, Sistemas expertos, Inteligencia artificial - Aplicaciones científicas, Data modelling, Data simulation, Logistic model, Recommendation system

Relation: International Conference on Mathematical Analysis and Applications in Science and Engineering; Porto, Portugal; 20 - 22 June 2024; https://hdl.handle.net/10630/31290

الاتاحة: https://hdl.handle.net/10630/31290

المؤلفون: Rodríguez Rodríguez, Ignacio, Mateo-Trujillo, J. Ignacio, Formoso, Marco A., Gallego-Molina, Nicolás J., Ortiz-García, Andrés, Luque-Vilaseca, Juan Luis

مصطلحات موضوعية: Comportamiento caótico en sistemas, Aprendizaje automático (Inteligencia artificial), Dislexia, Electroencefalografía, Dyslexia, Machine learning, Recurrence quantification analysis, Chaos theory

Relation: International Conference on Mathematical Analysis and Applications in Science and Engineering; Porto, Portugal; 20 - 22 June 2024; https://hdl.handle.net/10630/31291

الاتاحة: https://hdl.handle.net/10630/31291

المؤلفون: Rodríguez-Rodríguez, Ignacio, Ortiz-García, Andrés, Formoso, Marco A., Gallego-Molina, Nicolás J., Luque-Vilaseca, Juan Luis

مصطلحات موضوعية: Electrodiagnóstico, Dislexia - Diagnóstico - Proceso de datos, Dislexia, Electroencefalografía

Relation: 10 International Conference on the Interplay between Natural and Artificial Computation. (IWINAC 2024); El Algarve, Portugal; June 4 - June 7, 2024; https://hdl.handle.net/10630/30655

الاتاحة: https://hdl.handle.net/10630/30655

المؤلفون: Gallego-Molina, Nicolás J., Ortiz-García, Andrés, Formoso, Marco A., Martínez-Murcia, Francisco Jesús, Woo, Wai Lok

مصطلحات موضوعية: Sistemas de imágenes en medicina, Cerebro - Diagnóstico por imagen - Proceso de datos, Dyslexia, Multimodaln euroimaging, Functional brain activation, Cross-frequency coupling, Integrated EEG-fNIRS analysis

Relation: 10 International Conference on the Interplay between Natural and Artificial Computation. (IWINAC 2024); Olhao, Algarve, Portugal; June 4 - June 7, 2024; https://hdl.handle.net/10630/30664

الاتاحة: https://hdl.handle.net/10630/30664

المؤلفون: Ortiz-García, Andrés

مصطلحات موضوعية: Electrofisiología, Neurociencias, Dislexia, Cross-frequency-coupling, Brain connectivity, Dyslexia, Phase-amplitude coupling

Relation: 10th International Conference on the Interplay between Natural and Artificial Computation; Olhao (Portugal); 4/6/2024; https://hdl.handle.net/10630/30915

الاتاحة: https://hdl.handle.net/10630/30915

المؤلفون: Mateo-Trujillo, J. Ignacio, Castillo-Barnes, Diego, Rodríguez-Rodríguez, Ignacio, Ortiz-García, Andrés, Peinado-Domínguez, Alberto, Luque-Vilaseca, Juan Luis, Sánchez-Gómez, Auxiliadora

مصطلحات موضوعية: Dislexia, Sistemas adaptativos, Lectura - Estudio y enseñanza, Dyslexia, Reading Intervention, Adaptive Recommendation Systems, Word Generator, Simulated Learner Modeling

Relation: International Conference on the Interplay between Natural and Artificial Computation; Olhao (Portugal); 04/06/2024; https://hdl.handle.net/10630/29307

الاتاحة: https://hdl.handle.net/10630/29307

المؤلفون: Gallego-Molina, Nicolás J., Ortiz-García, Andrés, Arco, Juan E., Martinez-Murcia, Francisco J., Woo, Wai Lok

مصطلحات موضوعية: Redes neuronales (Informática), Electroencefalografía, Dislexia, Brain synchronisation dynamics, Cross-frequency coupling, Dyslexia, Explainability

Relation: Gallego-Molina NJ, Ortiz A, Arco JE, Martinez-Murcia FJ, Woo WL. Unraveling Brain Synchronisation Dynamics by Explainable Neural Networks using EEG Signals: Application to Dyslexia Diagnosis. Interdiscip Sci. 2024 Jul 2.; https://hdl.handle.net/10630/31983

الاتاحة: https://hdl.handle.net/10630/31983
https://doi.org/10.1007/s12539-024-00634-x

المؤلفون: Gorriz, Juan M., Martín Clemente, Rubén, Puntonet, C.G., Ortiz García, Andrés, Ramírez Pérez, Javier, SiPBA Group, Suckling, John

المساهمون: Universidad de Sevilla. Departamento de Teoría de la Señal y Comunicaciones, Universidad de Sevilla. TIC246: Tecnologías de aprendizaje automático y procesado digital de la información, Agencia Estatal de Investigación. España, Fondo Europeo de Desarrollo Regional (FEDER), Consejería de Economía, Innovación, Ciencia y Empleo. Junta de Andalucía, Consejería de Economía, Conocimiento, Empresas y Universidad. Junta de Andalucía

مصطلحات موضوعية: General Linear Model, Linear Regression Model, Support Vector Regression, Permutation tests, Magnetic Resonance Imaging, Random Field Theory

Relation: Neurocomputing, 510, 159-171.; AEI/10.13039/501100011033; RTI2018-098913-B100; CV20-45250; A-TIC-080-UGR18; B-TIC-586-UGR20; P20-00525; https://www.sciencedirect.com/science/article/pii/S0925231222010876; https://idus.us.es/handle//11441/146983

الاتاحة: https://idus.us.es/handle//11441/146983

المؤلفون: Ortiz-García, Andrés, Lozano Cuadra, Federico, Górriz-Sáez, Juan Manuel, Ramírez-Aguilar, Francisco Javier, Martínez-Murcia, Francisco Jesús

مصطلحات موضوعية: Alzheimer, Enfermedad de - Diagnóstico por imagen - Proceso de datos, Diagnóstico - Proceso de datos, Medicina - Proceso de datos, ADNI, Sparse features, Computer aided diagnosis, Mild cognitive impairment, Multimodel data, Support vector classifiers

Relation: Ortiz A, Lozano F, Gorriz JM, Ramirez J, Martinez Murcia FJ; Alzheimer's Disease Neuroimaging Initiative. Discriminative Sparse Features for Alzheimer's Disease Diagnosis Using Multimodal Image Data. Curr Alzheimer Res. 2018;15(1):67-79. doi:10.2174/1567205014666170922101135. PMID: 28934923.; https://hdl.handle.net/10630/28093

الاتاحة: https://hdl.handle.net/10630/28093
https://doi.org/10.2174/1567205014666170922101135

المؤلفون: Jiménez-Mesa, Carmen, Arco, Juan E., Valentí-Soler, Meritxell, Frades-Payo, Belén, Zea-Sevilla, María A., Ortiz-García, Andrés, Ávila-Villanueva, Marina, Castillo-Barnes, Diego, Ramírez, Javier, Del-Ser-Quijano, Teodoro, Carnero Pardo, Cristóbal, Górriz-Sáez, Juan Manuel

مصطلحات موضوعية: Alzheimer, Enfermedad de - Diagnóstico - Proceso de datos, Diagnóstico - Proceso de datos, Medicina - Proceso de datos, Aprendizaje automático (Inteligencia artificial), Clock Drawing Test, Cognitive Impairment, Clinical diagnosis, Computer-aided diagnosis, Deep learning, Explanaible AI, Image processing, Machine learning, Alzheimer’s disease

Relation: Jiménez Mesa, Carmen & Arco, Juan & Valentí-Soler, Meritxell & Frades-Payo, Belen & Zea-Sevilla, M. & Ortiz, Andrés & Avila, Marina & Castillo-Barnes, Diego & Ramírez, Javier & del Ser, Teodoro & Carnero-Pardo, Cristóbal & Gorriz, Juan. (2023). Using Explainable Artificial Intelligence in the Clock Drawing Test to Reveal the Cognitive Impairment Pattern. International Journal of Neural Systems. 33. 10.1142/S0129065723500156.; https://hdl.handle.net/10630/28120

الاتاحة: https://hdl.handle.net/10630/28120
https://doi.org/10.1142/S0129065723500156

المؤلفون: Munilla-Fajardo, Jorge, Al-Safi, Haedar E. S., Ortiz-García, Andrés, Luque-Vilaseca, Juan Luis

مصطلحات موضوعية: Algoritmos genéticos, Encefalografía, Clustering, EEG, ICA, GA

Relation: Munilla, J., Al-Safi, H.E.S., Ortiz, A. et al. Hybrid Genetic Algorithm for Clustering IC Topographies of EEGs. Brain Topogr (2023). https://doi.org/10.1007/s10548-023-00947-y; https://hdl.handle.net/10630/26311; https://doi.org/10.1007/s10548-023-00947-y

الاتاحة: https://hdl.handle.net/10630/26311
https://doi.org/10.1007/s10548-023-00947-y

المؤلفون: Arco, Juan E., Gallego-Molina, Nicolás J., Ortiz-García, Andrés, Arroyo-Alvis, Katy, López-Pérez, P. Javier

مصطلحات موضوعية: Electrocardiografía, Demencia, Procesado de señales, Heart rate variability, Mild cognitive impairment, Dementia, Machine learning, Signal processing

Relation: Juan E. Arco, Nicolás J. Gallego-Molina, Andrés Ortiz, Katy Arroyo-Alvis, P. Javier López-Pérez, Identifying HRV patterns in ECG signals as early markers of dementia, Expert Systems with Applications, Volume 243, 2024, 122934, ISSN 0957-4174, https://doi.org/10.1016/j.eswa.2023.122934. (https://www.sciencedirect.com/science/article/pii/S095741742303436X); https://hdl.handle.net/10630/28866

الاتاحة: https://hdl.handle.net/10630/28866
https://doi.org/10.1016/j.eswa.2023.122934

المؤلفون: Arco, Juan E., Ortiz-García, Andrés, Gallego-Molina, Nicolás J., Górriz-Sáez, Juan Manuel, Ramírez, Javier

مصطلحات موضوعية: Diagnóstico por imagen, Redes neuronales (Informática), Aprendizaje automático (Inteligencia artificial), Medicina - Proceso de datos, Multimodal combination, Siamese neural network, Self-attention, Deep learning, Medical imaging

Relation: Arco, Juan & Ortiz, Andrés & Gallego-Molina, Nicolás & Gorriz, Juan & Ramírez, Javier. (2023). Enhancing Multimodal Patterns in Neuroimaging by Siamese Neural Networks with Self-Attention Mechanism. International Journal of Neural Systems. 33. 10.1142/S0129065723500193.; https://hdl.handle.net/10630/28111

الاتاحة: https://hdl.handle.net/10630/28111
https://doi.org/10.1142/S0129065723500193

المؤلفون: Arco Martín, Juan Eloy, Ortiz García, Andrés, Castillo Barnes, Diego, Gorriz Sáez, Juan Manuel, Ramírez Pérez De Inestrosa, Javier

مصطلحات موضوعية: Deep learning, Siamese network, Alzheimer’s disease, Asymmetry, PET, Computer-aided-diagnosis

Relation: https://hdl.handle.net/10481/85826

الاتاحة: https://hdl.handle.net/10481/85826
https://doi.org/10.1016/j.asoc.2023.109991

المؤلفون: Gorriz Sáez, Juan Manuel, Álvarez Illán, Ignacio, Arco Martín, Juan Eloy, Castillo Barnes, Diego, Formoso, Marco A., Gallego Molina, Nicolás J., Jiménez Mesa, Carmen, Martínez Murcia, Francisco Jesús, Ortiz García, Andrés, Ramírez Pérez De Inestrosa, Javier, Rodríguez Rodríguez, I., Salas González, Diego, Segovia Román, Fermín, Shoeibi, Afshin

مصطلحات موضوعية: Explainable Artificial Intelligence, Data science, Computational approaches, Machine learning, Deep learning, Neuroscience, Robotics, Biomedical applications, Computer-aided diagnosis systems

Relation: info:eu-repo/grantAgreement/EC/Horizon Europe/22 00058; J.M. Górriz et al. Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends. Information Fusion 100 (2023) 101945 [https://doi.org/10.1016/j.inffus.2023.101945]; https://hdl.handle.net/10481/85293

الاتاحة: https://hdl.handle.net/10481/85293
https://doi.org/10.1016/j.inffus.2023.101945

المؤلفون: Formoso, Marco A., Ortiz-García, Andrés, Martínez-Murcia, Francisco Jesús, Aquino Brítez, Diego, Escobar, Juan José, Luque-Vilaseca, Juan Luis

مصطلحات موضوعية: Neuroplasticidad, Dislexia, Electroencefalografía, Neural adaptation, Dyslexia, Eeg

Relation: IWINAC 2022: 9th International Work-Conference on the Interplay Between Natural and Artificial Computation; Puerto de la Cruz (Tenerife), España; 31 mayo 2022; https://hdl.handle.net/10630/24415

الاتاحة: https://hdl.handle.net/10630/24415

المؤلفون: Rodríguez Rodríguez, Ignacio, Ortiz-García, Andrés, Formoso, Marco A., Gallego-Molina, Nicolás J., Luque-Vilaseca, Juan Luis

مصطلحات موضوعية: Dislexia, Electroencefalografía, EEG, Dyslexia, Machine learning

Relation: 9th International Work-Conference on the Interplay between natural and artificial computation (IWINAC 2022); Puerto de la Cruz, Tenerife; 31/05/2022; https://hdl.handle.net/10630/24714

الاتاحة: https://hdl.handle.net/10630/24714

المؤلفون: Arco Martín, Juan Eloy, Ortiz García, Andrés, Castillo Barnes, Diego, Gorriz Sáez, Juan Manuel, Ramírez Pérez De Inestrosa, Javier

Relation: Published version: Arco, J.E., Ortiz, A., Castillo-Barnes, D., Górriz, J.M., Ramírez, J. (2022). Quantifying Inter-hemispheric Differences in Parkinson’s Disease Using Siamese Networks. In: Ferrández Vicente, J.M., Álvarez-Sánchez, J.R., de la Paz López, F., Adeli, H. (eds) Artificial Intelligence in Neuroscience: Affective Analysis and Health Applications. IWINAC 2022. Lecture Notes in Computer Science, vol 13258. Springer, Cham. [https://doi.org/10.1007/978-3-031-06242-1_16]; https://hdl.handle.net/10481/85907

الاتاحة: https://hdl.handle.net/10481/85907
https://doi.org/10.1007/978-3-031-06242-1_16

المؤلفون: Castillo-Barnes, Diego, Ortiz-García, Andrés, Stabile, Pietro, Gallego Molina, Nicolás Jesús, Figueiredo, Patrícia, Luque-Vilaseca, Juan Luis

مصطلحات موضوعية: Dislexia, Diagnóstico por imagen, Cerebro - Histología, Entropía (Teoría de la información), EEG, Cross-Frequency Coupling, Dyslexia, Image processing, Histogram transformation, Mann-Whitney-Wilcoxon, Cross-Entropy, GLCM, Interpretability

Relation: 10th International Work-conference on the Interplay between Natural and Artificial Computation; Olhão, Algarve, Portugal; junio 2024; Castillo-Barnes, D., Ortiz, A., Stabile, P., Gallego-Molina, N.J., Figueiredo, P., Luque, J.L. (2024). Enhancing Intensity Differences in EEG Cross-Frequency Coupling Maps for Dyslexia Detection. In: Ferrández Vicente, J.M., Val Calvo, M., Adeli, H. (eds) Artificial Intelligence for Neuroscience and Emotional Systems. IWINAC 2024. Lecture Notes in Computer Science, vol 14674. Springer, Cham. https://doi.org/10.1007/978-3-031-61140-7_6; https://hdl.handle.net/10630/31889

الاتاحة: https://hdl.handle.net/10630/31889
https://doi.org/10.1007/978-3-031-61140-7_6