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Martinez-Murcia, Francisco Jesus
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1

Applications of machine learning and deep learning in SPECT..:

Jimenez-Mesa, Carmen ; Arco, Juan E. ; Martinez-Murcia, Francisco Jesus...
Pharmacological Research.  197 (2023)  - p. 106984 , 2023
Link: https://doi.org/10.1016/..
 
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2

Modelling the Progression of the Symptoms of Parkinsons Dis..:

, In: Artificial Intelligence in Neuroscience: Affective Analysis and Health Applications; Lecture Notes in Computer Science,
Simón-Rodríguez, Jose Antonio ; Martinez-Murcia, Francisco Jesús ; Ramírez, Javier.. - p. 104-113 , 2022
Link: https://doi.org/10.1007/..
 
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3

Optimized One vs One Approach in Multiclass Classification ..:

Jimenez-Mesa, Carmen ; Illan, Ignacio Alvarez ; Martin-Martin, Alberto...
IEEE Access.  8 (2020)  - p. 96981-96993 , 2020
Link: https://doi.org/10.1109/..
 
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4

Deep Convolutional Autoencoders vs PCA in a Highly-Unbalanc..:

, In: Advances in Intelligent Systems and Computing; International Joint Conference SOCO'18-CISIS'18-ICEUTE'18,
Martinez-Murcia, Francisco Jesús ; Ortiz, Andres ; Gorriz, Juan Manuel... - p. 47-56 , 2018
Link: https://doi.org/10.1007/..
 
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Assisting the Diagnosis of Neurodegenerative Disorders Usin..:

, In: International Joint Conference SOCO'16-CISIS'16-ICEUTE'16; Advances in Intelligent Systems and Computing,
Segovia, Fermín ; García-Pérez, Marcelo ; Górriz, Juan Manuel.. - p. 43-52 , 2016
Link: https://doi.org/10.1007/..
 
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EEG Connectivity Analysis Using Denoising Autoencoders for ..:

Martinez-Murcia, Francisco Jesus ; Ortiz, Andrés ; Górriz, Juan Manuel...
http://arxiv.org/abs/2311.13876.  , 2023
Link: http://arxiv.org/abs/231..
 
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7

Complex network modelling of EEG band coupling in dyslexia:..:

Gallego Molina, Nicolás Jesús ; Ortiz-García, Andrés ; Martínez-Murcia, Francisco Jesús..
N.J. Gallego-Molina, A. Ortiz, F.J. Martínez-Murcia et al., Complex network modelling of EEG band coupling in dyslexia: An exploratory analysis of auditory processing and diagnosis, Knowledge-Based Systems (2022), doi: https://doi.org/10.1016/j.knosys.2021.108098..  , 2022
Link: https://hdl.handle.net/1..
 
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8

Probabilistic Combination of Non-Linear Eigenprojections Fo..:

Arco, Juan E ; Ortiz-García, Andrés ; Ramírez, Javier...
J. E. Arco et al., "Probabilistic Combination of Non-Linear Eigenprojections For Ensemble Classification," in IEEE Transactions on Emerging Topics in Computational Intelligence, vol. 7, no. 5, pp. 1431-1441, Oct. 2023, doi:10.1109/TETCI.2022.3210582..  , 2022
Link: https://hdl.handle.net/1..
 
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9

Deep residual transfer learning for automatic diagnosis and..:

Martinez-Murcia, Francisco Jesus ; Ortiz, Andrés ; Ramirez, Javier..
info:eu-repo/semantics/altIdentifier/url/https://www.sciencedirect.com/science/article/pii/S0925231220316520.  , 2021
Link: https://zenodo.org/recor..
 
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Statistical Agnostic Mapping: A framework in neuroimaging b..:

Górriz-Sáez, Juan Manuel ; Jiménez-Mesa, Carmen ; Romero-García, Raúl...
Gorriz, Juan & Group, SiPBA & neuroscience, CAM. (2019). Statistical Agnostic Mapping: a Framework in Neuroimaging based on Concentration Inequalities. https://doi.org/10.1016/j.inffus.2020.09.008.  , 2020
Link: https://hdl.handle.net/1..
 
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11

EEG Connectivity Analysis Using Denoising Autoencoders for ..:

Martinez-Murcia, Francisco Jesús ; Gorriz Sáez, Juan Manuel ; Ortiz, Andrés...
International Journal of Neural Systems;Vol. 30, No. 07, 2050037 (2020).  , 2020
Link: https://hdl.handle.net/1..
 
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Autosomal Dominantly Inherited Alzheimer Disease: Analysis ..:

Castillo-Barnes, Diego ; Li, Su ; Ramírez, Javier...
Castillo-Barnes, Diego & Su, Li & Ramírez, Javier & Salas-Gonzalez, Diego & Martinez-Murcia, Francisco & Illan, Ignacio & Segovia, Fermin & Ortiz, Andrés & Cruchaga, Carlos & Farlow, Martin & Xiong, Chuansheng & Graff-Radford, Neil & Schofield, Peter & Masters, Colin & Salloway, Stephen & Jucker, Mathias & Mori, Hiroshi & Levin, Johannes & Gorriz, Juan & (DIAN), Dominantly. (2020). Autosomal Dominantly Inherited Alzheimer Disease: Analysis of genetic subgroups by Machine Learning. Information Fusion. 58. 10.1016/j.inffus.2020.01.001..  , 2020
Link: https://hdl.handle.net/1..
 
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13

Studying the Manifold Structure of Alzheimer's Disease: A D..:

Martínez-Murcia, Francisco Jesús ; Ortiz-García, Andrés ; Górriz-Sáez, Juan Manuel..
IEEE Journal of Biomedical and Health Informatics;24(1).  , 2020
Link: https://hdl.handle.net/1..
 
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14

Granger Causality-based Information Fusion Applied to Elect..:

Rodríguez-Rivero, Jacob ; Ramírez, Javier ; Martínez-Murcia, Francisco Jesús...
Rodriguez-Rivero, J. & Ramírez, Javier & Martínez-Murcia, F.J. & Segovia, F. & Ortiz, Andrés & Salas, D. & Castillo, D. & Illan, Ignacio & Puntonet, Carlos & Jiménez Mesa, Carmen & Leiva, F.J. & Carillo, S. & Suckling, John & Gorriz, Juan. (2019). Granger Causality-based Information Fusion Applied to Electrical Measurements from Power Transformers. Information Fusion. 57. 10.1016/j.inffus.2019.12.005..  , 2019
Link: https://hdl.handle.net/1..
 
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15

Assessing Mild Cognitive Impairment Progression using a Sph..:

Martinez-Murcia, Francisco Jesus ; Juan Manuel Górriz ; Javier Ramirez...
doi:10.5281/zenodo.1042388.  , 2018
Link: https://zenodo.org/recor..
 
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