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Francisco Jesús Martínez-Murcia
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2020 – today
- 2024
- [j41]Francisco Jesús Martínez-Murcia
, Juan Eloy Arco
, Carmen Jimenez-Mesa
, Fermín Segovia
, Ignacio Álvarez
, Javier Ramírez
, Juan Manuel Górriz
:
Bridging Imaging and Clinical Scores in Parkinson's Progression via Multimodal Self-Supervised Deep Learning. Int. J. Neural Syst. 34(8): 2450043:1-2450043:16 (2024) - [c41]Nicolás Gallego-Molina, Andrés Ortiz, Marco A. Formoso, Francisco Jesús Martínez-Murcia, Wai Lok Woo
:
Enhancing Neuronal Coupling Estimation by NIRS/EEG Integration. IWINAC 2024: 24-33 - [c40]Cristóbal Vázquez-García, Francisco Jesús Martínez-Murcia, Juan Eloy Arco, Ignacio A. Illán, Carmen Jiménez-Mesa, Javier Ramírez, Juan Manuel Górriz:
A Cross-Modality Latent Representation for the Prediction of Clinical Symptomatology in Parkinson's Disease. IWINAC 2024: 78-87 - [c39]Nicolás Gallego-Molina, Francisco Jesús Martínez-Murcia, Marco A. Formoso, Diego Castillo-Barnes
, Andrés Ortiz, Javier Ramírez, J. M. Górriz, Pedro Javier Lopez-Perez, Juan Luis Luque:
A Survey on EEG Phase Amplitude Coupling to Speech Rhythm for the Prediction of Dyslexia. IWINAC 2024: 161-170 - [c38]R. López, Francisco Jesús Martínez-Murcia, Javier Ramírez, Teodoro Martín-Noguerol, Félix Paulano-Godino, Antonio Luna, J. M. Górriz, Fermín Segovia:
PDBIGDATA: A New Database for Parkinsonism Research Focused on Large Models. IWINAC 2024: 182-190 - [i11]Juan Manuel Górriz, J. Ramirez, Fermín Segovia, Francisco Jesús Martínez-Murcia, Carmen Jiménez-Mesa, John Suckling:
Statistical Agnostic Regression: a machine learning method to validate regression models. CoRR abs/2402.15213 (2024) - [i10]Cristóbal Vázquez-García, Francisco Jesús Martínez-Murcia, F. Segovia Román, Juan Manuel Górriz:
A Review of Latent Representation Models in Neuroimaging. CoRR abs/2412.19844 (2024) - 2023
- [j40]Fermín Segovia, Javier Ramírez, Diego Salas-González, Ignacio A. Illán, Francisco Jesús Martínez-Murcia, Jacob Rodriguez-Rivero, F. J. Leiva, C. Gaitan, J. M. Górriz:
Connected system for monitoring electrical power transformers using thermal imaging. Integr. Comput. Aided Eng. 30(4): 353-368 (2023) - [j39]Nicolás Gallego-Molina
, Andrés Ortiz
, Francisco Jesús Martínez-Murcia, Ignacio Rodríguez-Rodríguez
, Juan Luis Luque
:
Assessing Functional Brain Network Dynamics in Dyslexia from fNIRS Data. Int. J. Neural Syst. 33(4): 2350017:1-2350017:18 (2023) - [j38]Diego Castillo-Barnes
, Francisco Jesús Martínez-Murcia, Carmen Jimenez-Mesa
, Juan Eloy Arco, Diego Salas-Gonzalez, Javier Ramírez, J. M. Górriz:
Nonlinear Weighting Ensemble Learning Model to Diagnose Parkinson's Disease Using Multimodal Data. Int. J. Neural Syst. 33(8): 2350041:1-2350041:20 (2023) - [j37]Juan Eloy Arco
, Andrés Ortiz
, Javier Ramírez
, Francisco Jesús Martínez-Murcia
, Yudong Zhang
, Juan Manuel Górriz:
Uncertainty-driven ensembles of multi-scale deep architectures for image classification. Inf. Fusion 89: 53-65 (2023) - [j36]J. M. Górriz
, I. Álvarez Illán, Agustín Álvarez Marquina
, Juan Eloy Arco, Martin Atzmüller, F. Ballarini, Emilia I. Barakova, Guido Bologna, María Paula Bonomini, Germán Castellanos-Domínguez, Diego Castillo-Barnes
, S. B. Cho, A. Ricardo Contreras, J. M. Cuadra, Enrique Domínguez, Francisco Domínguez-Mateos
, Richard J. Duro, David A. Elizondo, Antonio Fernández-Caballero, Eduardo Fernández, Marco A. Formoso, Nicolás Gallego-Molina
, Javier Gamazo, Javier González Jiménez, Jacob Rodriguez-Rivero, Carlos Garre del Olmo, F. Javier Garrigós
, Andrés Gómez-Rodellar, Pedro Gómez Vilda, Manuel Graña, Bernabé Rodríguez-Tapia, Sophie C. F. Hendrikse
, Carmen Jimenez-Mesa
, Marina Jodra-Chuan
, Vicente Julián, G. Gabriela Kotz, Krzysztof Kutt
, Matthew Leming, Javier de Lope Asiaín, Beatriz del Cisne Macas Ordónez
, V. Marrero-Aguiar, José Javier Martínez, Francisco Jesús Martínez-Murcia, Rafael Martínez-Tomás, Jirí Mekyska
, Grzegorz J. Nalepa, Paulo Novais
, D. Orellana, Andrés Ortiz, Daniel Palacios-Alonso
, José T. Palma
, António Pereira
, Pedro Pinacho Davidson, María Angélica Pinninghoff, M. Ponticorvo, Alexandra Psarrou, Javier Ramírez, Mariano Rincón
, V. Rodellar-Biarge, Ignacio Rodríguez-Rodríguez
, Peter H. M. P. Roelofsma, José Santos
, Diego Salas-Gonzalez, Pedro Salcedo Lagos
, Fermín Segovia, Afshin Shoeibi, M. Silva, Dragan Simic, John Suckling, Jan Treur
, Athanasios Tsanas, Ramiro Varela, Shui-Hua Wang, Wei Wang
, Yu-Dong Zhang, Hengde Zhu
, Ziquan Zhu, J. M. Ferrández-Vicente:
Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends. Inf. Fusion 100: 101945 (2023) - [j35]Juan Eloy Arco
, Andrés Ortiz
, Javier Ramírez
, Francisco Jesús Martínez-Murcia
, Yu-Dong Zhang
, Jordi Broncano, Manuel Álvaro Berbís, Javier Royuela-del-Val
, Antonio Luna
, Juan Manuel Górriz
:
Probabilistic Combination of Non-Linear Eigenprojections For Ensemble Classification. IEEE Trans. Emerg. Top. Comput. Intell. 7(5): 1431-1441 (2023) - [i9]E. Delgado de las Heras, Francisco Jesús Martínez-Murcia, Ignacio A. Illán, Carmen Jiménez-Mesa, Diego Castillo-Barnes, Javier Ramírez, Juan Manuel Górriz:
Revealing Patterns of Symptomatology in Parkinson's Disease: A Latent Space Analysis with 3D Convolutional Autoencoders. CoRR abs/2305.07038 (2023) - [i8]Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Javier Ramírez, Andrés Ortiz:
Convolutional Neural Networks for Neuroimaging in Parkinson's Disease: Is Preprocessing Needed? CoRR abs/2311.12561 (2023) - [i7]Francisco Jesús Martínez-Murcia, Andrés Ortiz, Juan Manuel Górriz, Javier Ramírez, Pedro Javier Lopez-Perez
, Miguel López-Zamora, Juan Luis Luque:
EEG Connectivity Analysis Using Denoising Autoencoders for the Detection of Dyslexia. CoRR abs/2311.13876 (2023) - 2022
- [j34]Diego Castillo-Barnes
, Carmen Jimenez-Mesa
, Francisco Jesús Martínez-Murcia
, Diego Salas-Gonzalez, Javier Ramírez
, Juan Manuel Górriz:
Quantifying Differences Between Affine and Nonlinear Spatial Normalization of FP-CIT Spect Images. Int. J. Neural Syst. 32(5): 2250019:1-2250019:16 (2022) - [j33]Nicolás Gallego-Molina
, Andrés Ortiz
, Francisco Jesús Martínez-Murcia
, Marco A. Formoso
, Almudena Giménez
:
Complex network modeling of EEG band coupling in dyslexia: An exploratory analysis of auditory processing and diagnosis. Knowl. Based Syst. 240: 108098 (2022) - [c37]Marco A. Formoso, Andrés Ortiz
, Francisco Jesús Martínez-Murcia
, Diego A. Aquino Brítez, Juan José Escobar
, Juan Luis Luque
:
Temporal Phase Synchrony Disruption in Dyslexia: Anomaly Patterns in Auditory Processing. IWINAC (1) 2022: 13-22 - [c36]Nicolás Gallego-Molina
, Andrés Ortiz
, Francisco Jesús Martínez-Murcia
, Ignacio Rodríguez-Rodríguez
:
Unraveling Dyslexia-Related Connectivity Patterns in EEG Signals by Holo-Hilbert Spectral Analysis. IWINAC (1) 2022: 43-52 - [c35]Andrés Ortiz
, Juan Eloy Arco, Marco A. Formoso, Nicolás Gallego-Molina
, Ignacio Rodríguez-Rodríguez
, Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Javier Ramírez
:
Towards Mixed Mode Biomarkers: Combining Structural and Functional Information by Deep Learning. IWINAC (1) 2022: 95-103 - [c34]Jose Antonio Simón-Rodríguez, Francisco Jesús Martínez-Murcia
, Javier Ramírez
, Diego Castillo-Barnes
, Juan Manuel Górriz:
Modelling the Progression of the Symptoms of Parkinsons Disease Using a Nonlinear Decomposition of 123I FP-CIT SPECT Images. IWINAC (1) 2022: 104-113 - [c33]C. Reyes-Daneri, Francisco Jesús Martínez-Murcia
, Andrés Ortiz
:
Capacity Estimation from Environmental Audio Signals Using Deep Learning. IWINAC (1) 2022: 114-124 - [c32]Fermín Segovia, Javier Ramírez
, Diego Salas-Gonzalez, Ignacio Álvarez Illán, Francisco Jesús Martínez-Murcia
, Jacob Rodriguez-Rivero, F. J. Leiva, C. Gaitan, J. M. Górriz:
Temperature Control and Monitoring System for Electrical Power Transformers Using Thermal Imaging. IWINAC (1) 2022: 573-582 - 2021
- [j32]Francisco Jesús Martínez-Murcia, Andrés Ortiz
, Javier Ramírez
, Juan Manuel Górriz, Ricardo Cruz:
Deep residual transfer learning for automatic diagnosis and grading of diabetic retinopathy. Neurocomputing 452: 424-434 (2021) - [j31]Juan Manuel Górriz, Carmen Jimenez-Mesa
, Rafael Romero-Garcia, Fermín Segovia
, Javier Ramírez
, Diego Castillo-Barnes
, Francisco Jesús Martínez-Murcia, Andrés Ortiz
, Diego Salas-Gonzalez, Ignacio Álvarez Illán
, Carlos García Puntonet, David López-García
, Manuel Gómez-Río, John Suckling:
Statistical Agnostic Mapping: A framework in neuroimaging based on concentration inequalities. Inf. Fusion 66: 198-212 (2021) - [j30]Marco A. Formoso
, Andrés Ortiz
, Francisco Jesús Martínez-Murcia
, Nicolás Gallego-Molina
, Juan Luis Luque
:
Detecting Phase-Synchrony Connectivity Anomalies in EEG Signals. Application to Dyslexia Diagnosis. Sensors 21(21): 7061 (2021) - [c31]Marco A. Formoso, Andrés Ortiz
, Francisco Jesús Martínez-Murcia, Nicolás Gallego-Molina
, Juan Luis Luque
, Juan José Escobar
, Francisco G. Montoya:
Modelling Brain Connectivity Networks by Graph Embedding for Dyslexia Diagnosis. BIOMESIP 2021: 97-106 - [c30]Nicolás Gallego-Molina
, Marco A. Formoso, Andrés Ortiz
, Francisco Jesús Martínez-Murcia
, Juan Luis Luque
:
Temporal EigenPAC for Dyslexia Diagnosis. IWANN (2) 2021: 45-56 - [i6]Juan Eloy Arco, Andrés Ortiz, Javier Ramírez, Francisco Jesús Martínez-Murcia, Yu-Dong Zhang, Jordi Broncano, Manuel Álvaro Berbís, Javier Royuela-del-Val, Antonio Luna, Juan Manuel Górriz:
Probabilistic combination of eigenlungs-based classifiers for COVID-19 diagnosis in chest CT images. CoRR abs/2103.02961 (2021) - [i5]Marco A. Formoso, Andrés Ortiz, Francisco Jesús Martínez-Murcia, Nicolás Gallego-Molina, Juan Luis Luque:
Modelling Brain Connectivity Networks by Graph Embedding for Dyslexia Diagnosis. CoRR abs/2104.05497 (2021) - [i4]Nicolás Gallego-Molina, Marco A. Formoso, Andrés Ortiz, Francisco Jesús Martínez-Murcia, Juan Luis Luque:
Temporal EigenPAC for dyslexia diagnosis. CoRR abs/2104.05991 (2021) - 2020
- [j29]Carmen Jimenez-Mesa
, Ignacio Álvarez Illán
, Alberto Martín-Martín, Diego Castillo-Barnes
, Francisco Jesús Martínez-Murcia, Javier Ramírez
, Juan Manuel Górriz
:
Optimized One vs One Approach in Multiclass Classification for Early Alzheimer's Disease and Mild Cognitive Impairment Diagnosis. IEEE Access 8: 96981-96993 (2020) - [j28]Andrés Ortiz
, Francisco Jesús Martínez-Murcia, Juan Luis Luque
, Almudena Giménez, Roberto Cesar Morales-Ortega
, Julio Ortega:
Dyslexia Diagnosis by EEG Temporal and Spectral Descriptors: An Anomaly Detection Approach. Int. J. Neural Syst. 30(7): 2050029:1-2050029:19 (2020) - [j27]Francisco Jesús Martínez-Murcia
, Andrés Ortiz
, Juan Manuel Górriz, Javier Ramírez
, Pedro Javier Lopez-Abarejo
, Miguel Lopez-Zamora
, Juan Luis Luque
:
EEG Connectivity Analysis Using Denoising Autoencoders for the Detection of Dyslexia. Int. J. Neural Syst. 30(7): 2050037:1-2050037:17 (2020) - [j26]Diego Castillo-Barnes
, Francisco Jesús Martínez-Murcia, Andrés Ortiz García
, Diego Salas-Gonzalez, Javier Ramírez
, Juan Manuel Górriz:
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson's Disease. Int. J. Neural Syst. 30(9): 2050044:1-2050044:15 (2020) - [j25]Juan Manuel Górriz, Javier Ramírez, Andrés Ortiz, Francisco Jesús Martínez-Murcia, Fermín Segovia
, John Suckling, Matthew Leming, Yu-Dong Zhang
, José Ramón Álvarez Sánchez, Guido Bologna, María Paula Bonomini, Fernando E. Casado
, David Charte, Francisco Charte, Ricardo Contreras, Alfredo Cuesta-Infante, Richard J. Duro, Antonio Fernández-Caballero, José Manuel Ferrández
:
Artificial intelligence within the interplay between natural and artificial computation: Advances in data science, trends and applications. Neurocomputing 410: 237-270 (2020) - [j24]Diego Castillo-Barnes
, Francisco Jesús Martínez-Murcia, Javier Ramírez
, J. M. Górriz, Diego Salas-Gonzalez
:
Expectation-Maximization algorithm for finite mixture of α-stable distributions. Neurocomputing 413: 210-216 (2020) - [j23]Jacob Rodriguez-Rivero, Javier Ramírez
, Francisco Jesús Martínez-Murcia, Fermín Segovia
, Andrés Ortiz
, Diego Salas-Gonzalez, Diego Castillo-Barnes
, Ignacio Álvarez Illán
, Carlos García Puntonet, Carmen Jimenez-Mesa
, F. J. Leiva, S. Carillo, John Suckling, Juan Manuel Górriz:
Granger causality-based information fusion applied to electrical measurements from power transformers. Inf. Fusion 57: 59-70 (2020) - [j22]Diego Castillo-Barnes
, Li Su, Javier Ramírez
, Diego Salas-Gonzalez
, Francisco Jesús Martínez-Murcia, Ignacio A. Illán
, Fermín Segovia
, Andrés Ortiz
, Carlos Cruchaga
, Martin R. Farlow, Chengjie Xiong, Neil R. Graff-Radford, Peter R. Schofield, Colin L. Masters
, Stephen P. Salloway, Mathias Jucker, Hiroshi Mori, Johannes Levin
, Juan Manuel Górriz, Dominantly Inherited Alzheimer Network (DIAN):
Autosomal dominantly inherited alzheimer disease: Analysis of genetic subgroups by machine learning. Inf. Fusion 58: 153-167 (2020) - [j21]Yu-Dong Zhang
, Zhengchao Dong, Shui-Hua Wang, Xiang Yu
, Xujing Yao, Qinghua Zhou, Hua Hu, Min Li, Carmen Jimenez-Mesa
, Javier Ramírez
, Francisco Jesús Martínez-Murcia, Juan Manuel Górriz:
Advances in multimodal data fusion in neuroimaging: Overview, challenges, and novel orientation. Inf. Fusion 64: 149-187 (2020) - [j20]Francisco Jesús Martínez-Murcia
, Andrés Ortiz
, Juan Manuel Górriz
, Javier Ramírez
, Diego Castillo-Barnes
:
Studying the Manifold Structure of Alzheimer's Disease: A Deep Learning Approach Using Convolutional Autoencoders. IEEE J. Biomed. Health Informatics 24(1): 17-26 (2020) - [c29]Francisco Jesús Martínez-Murcia, Andrés Ortiz
, Marco A. Formoso, Miguel Lopez-Zamora
, Juan Luis Luque
, Almudena Giménez:
A Neural Approach to Ordinal Regression for the Preventive Assessment of Developmental Dyslexia. HAIS 2020: 620-630 - [c28]Andrés Ortiz
, Francisco Jesús Martínez-Murcia, Marco A. Formoso, Juan Luis Luque
, Auxiliadora Sánchez:
Dyslexia Detection from EEG Signals Using SSA Component Correlation and Convolutional Neural Networks. HAIS 2020: 655-664 - [i3]Francisco Jesús Martínez-Murcia, Andrés Ortiz, Miguel Lopez-Zamora, Juan Luis Luque, Almudena Giménez:
A Neural Approach to Ordinal Regression for the Preventive Assessment of Developmental Dyslexia. CoRR abs/2002.02184 (2020) - [i2]Andrés Ortiz, Francisco Jesús Martínez-Murcia, Marco A. Formoso, Juan Luis Luque, Auxiliadora Sánchez:
Dyslexia detection from EEG signals using SSA component correlation and Convolutional Neural Networks. CoRR abs/2010.13731 (2020) - [i1]Juan Eloy Arco, Andrés Ortiz, Javier Ramírez, Francisco Jesús Martínez-Murcia, Yu-Dong Zhang, Juan Manuel Górriz:
Uncertainty-driven ensembles of deep architectures for multiclass classification. Application to COVID-19 diagnosis in chest X-ray images. CoRR abs/2011.14894 (2020)
2010 – 2019
- 2019
- [j19]Andrés Ortiz
, Jorge Munilla, Francisco Jesús Martínez-Murcia
, Juan Manuel Górriz, Javier Ramírez
:
Empirical Functional PCA for 3D Image Feature Extraction Through Fractal Sampling. Int. J. Neural Syst. 29(2): 1850040:1-1850040:22 (2019) - [j18]Juan Manuel Górriz, Javier Ramírez
, Fermín Segovia
, Francisco Jesús Martínez-Murcia, Meng-Chuan Lai
, Michael V. Lombardo
, Simon Baron-Cohen
, John Suckling:
A Machine Learning Approach to Reveal the NeuroPhenotypes of Autisms. Int. J. Neural Syst. 29(7): 1850058:1-1850058:22 (2019) - [j17]Fermín Segovia
, Juan Manuel Górriz, Javier Ramírez
, Francisco Jesús Martínez-Murcia
, Diego Castillo-Barnes
:
Assisted Diagnosis of Parkinsonism Based on the Striatal Morphology. Int. J. Neural Syst. 29(9): 1950011:1-1950011:13 (2019) - [j16]Andrés Ortiz
, Francisco Jesús Martínez-Murcia
, Jorge Munilla, Juan Manuel Górriz, Javier Ramírez
:
Label aided deep ranking for the automatic diagnosis of Parkinsonian syndromes. Neurocomputing 330: 162-171 (2019) - [c27]Francisco Jesús Martínez-Murcia
, Andrés Ortiz
, Roberto Cesar Morales-Ortega
, Pedro Javier Lopez-Abarejo, Juan Luis Luque
, Diego Castillo-Barnes
, Fermín Segovia
, Ignacio A. Illán
, Julio Ortega, Javier Ramírez
, Juan Manuel Górriz:
Periodogram Connectivity of EEG Signals for the Detection of Dyslexia. IWINAC (1) 2019: 350-359 - [c26]Andrés Ortiz
, Pedro Javier Lopez-Abarejo, Juan Luis Luque
, Francisco Jesús Martínez-Murcia
, Diego A. Aquino Brítez, Julio Ortega:
An Anomaly Detection Approach for Dyslexia Diagnosis Using EEG Signals. IWINAC (1) 2019: 369-378 - [c25]Diego Castillo-Barnes
, Francisco Jesús Martínez-Murcia
, Fermín Segovia
, Ignacio A. Illán
, Diego Salas-Gonzalez
, Juan Manuel Górriz, Javier Ramírez
:
Comparison Between Affine and Non-affine Transformations Applied to I ^[123] [ 123 ] -FP-CIT SPECT Images Used for Parkinson's Disease Diagnosis. IWINAC (1) 2019: 379-388 - [c24]Ignacio A. Illán
, Juan Manuel Górriz, Javier Ramírez
, Francisco Jesús Martínez-Murcia
, Diego Castillo-Barnes
, Fermín Segovia
, Diego Salas-González
:
Support Vector Machine Failure in Imbalanced Datasets. IWINAC (1) 2019: 412-419 - 2018
- [j15]Diego Castillo-Barnes
, Javier Ramírez
, Fermín Segovia
, Francisco Jesús Martínez-Murcia
, Diego Salas-Gonzalez
, Juan Manuel Górriz:
Robust Ensemble Classification Methodology for I123-Ioflupane SPECT Images and Multiple Heterogeneous Biomarkers in the Diagnosis of Parkinson's Disease. Frontiers Neuroinformatics 12: 53 (2018) - [j14]Fermín Segovia
, J. M. Górriz, Javier Ramírez
, Francisco Jesús Martínez-Murcia, Marcelo García-Pérez:
Using deep neural networks along with dimensionality reduction techniques to assist the diagnosis of neurodegenerative disorders. Log. J. IGPL 26(6): 618-628 (2018) - [j13]Francisco Jesús Martínez-Murcia
, Juan Manuel Górriz, Javier Ramírez Perez de Inestrosa
, Andrés Ortiz
:
Convolutional Neural Networks for Neuroimaging in Parkinson's Disease: Is Preprocessing Needed? Int. J. Neural Syst. 28(10): 1850035:1-1850035:18 (2018) - [c23]Fermín Segovia
, Juan Manuel Górriz, Javier Ramírez
, Francisco Jesús Martínez-Murcia
, Diego Castillo-Barnes
, R. Sanchez-Vano, Pablo Sopena-Novales, Manuel Gómez-Río:
Using Early Acquisitions of Amyloid-PET as a Surrogate of FDG-PET: A Machine Learning Based Approach. PRNI 2018: 1-4 - [c22]Andrés Ortiz
, Javier Ramírez
, Ricardo Cruz-Arándiga, María J. García-Tarifa, Francisco Jesús Martínez-Murcia
, Juan Manuel Górriz:
Retinal Blood Vessel Segmentation by Multi-channel Deep Convolutional Autoencoder. SOCO-CISIS-ICEUTE 2018: 37-46 - [c21]Francisco Jesús Martínez-Murcia
, Andrés Ortiz
, Juan Manuel Górriz, Javier Ramírez
, Diego Castillo-Barnes
, Diego Salas-Gonzalez
, Fermín Segovia
:
Deep Convolutional Autoencoders vs PCA in a Highly-Unbalanced Parkinson's Disease Dataset: A DaTSCAN Study. SOCO-CISIS-ICEUTE 2018: 47-56 - [c20]Diego Castillo-Barnes
, Fermín Segovia
, Francisco Jesús Martínez-Murcia
, Diego Salas-Gonzalez
, Javier Ramírez
, Juan Manuel Górriz:
Classification Improvement for Parkinson's Disease Diagnosis Using the Gradient Magnitude in DaTSCAN SPECT Images. SOCO-CISIS-ICEUTE 2018: 100-109 - 2017
- [j12]Juan Manuel Górriz
, Javier Ramírez
, John Suckling, Ignacio Álvarez Illán
, Andrés Ortiz García
, Francisco Jesús Martínez-Murcia
, Fermín Segovia
, Diego Salas-Gonzalez
, Shuihua Wang
:
Case-Based Statistical Learning: A Non-Parametric Implementation With a Conditional-Error Rate SVM. IEEE Access 5: 11468-11478 (2017) - [j11]Juan Manuel Górriz, Javier Ramírez
, John Suckling, Francisco Jesús Martínez-Murcia
, Ignacio Álvarez
, Fermín Segovia
, Andrés Ortiz
, Diego Salas-Gonzalez
, Diego Castillo-Barnes
, Carlos García Puntonet:
A semi-supervised learning approach for model selection based on class-hypothesis testing. Expert Syst. Appl. 90: 40-49 (2017) - [j10]Fermín Segovia
, Juan Manuel Górriz, Javier Ramírez
, Francisco Jesús Martínez-Murcia
, Johannes Levin
, Madeleine Schuberth, Matthias Brendel, Axel Rominger
, Kai Bötzel, Gaëtan Garraux
, Christophe Phillips
:
Multivariate Analysis of 18F-DMFP PET Data to Assist the Diagnosis of Parkinsonism. Frontiers Neuroinformatics 11: 23 (2017) - [j9]Francisco Jesús Martínez-Murcia
, Juan Manuel Górriz, Javier Ramírez
, Ignacio A. Illán
, Fermín Segovia
, Diego Castillo-Barnes
, Diego Salas-Gonzalez
:
Functional Brain Imaging Synthesis Based on Image Decomposition and Kernel Modeling: Application to Neurodegenerative Diseases. Frontiers Neuroinformatics 11: 65 (2017) - [j8]Diego Castillo-Barnes
, Ignacio Peis
, Francisco Jesús Martínez-Murcia
, Fermín Segovia
, Ignacio A. Illán
, Juan Manuel Górriz, Javier Ramírez
, Diego Salas-Gonzalez
:
A Heavy Tailed Expectation Maximization Hidden Markov Random Field Model with Applications to Segmentation of MRI. Frontiers Neuroinformatics 11: 66 (2017) - [c19]Diego Castillo-Barnes
, Carlos Arenas, Fermín Segovia
, Francisco Jesús Martínez-Murcia
, Ignacio A. Illán
, Juan Manuel Górriz, Javier Ramírez
, Diego Salas-Gonzalez
:
On a Heavy-Tailed Intensity Normalization of the Parkinson's Progression Markers Initiative Brain Database. IWINAC (1) 2017: 298-304 - [c18]Juan Manuel Górriz, Javier Ramírez
, Francisco Jesús Martínez-Murcia
, Ignacio A. Illán
, Fermín Segovia
, Diego Salas-González
, Andrés Ortiz
:
Case-Based Statistical Learning: A Non Parametric Implementation Applied to SPECT Images. IWINAC (1) 2017: 305-313 - [c17]Francisco Jesús Martínez-Murcia
, Andrés Ortiz
, Juan Manuel Górriz, Javier Ramírez
, Fermín Segovia
, Diego Salas-Gonzalez
, Diego Castillo-Barnes
, Ignacio A. Illán
:
A 3D Convolutional Neural Network Approach for the Diagnosis of Parkinson's Disease. IWINAC (1) 2017: 324-333 - [c16]Fermín Segovia
, Juan Manuel Górriz, Javier Ramírez
, Francisco Jesús Martínez-Murcia
, Diego Castillo-Barnes
, Ignacio A. Illán
, Andrés Ortiz
, Diego Salas-Gonzalez
:
Automatic Separation of Parkinsonian Patients and Control Subjects Based on the Striatal Morphology. IWINAC (1) 2017: 345-352 - [c15]Juan Manuel Górriz, Javier Ramírez
, Ignacio A. Illán
, Francisco Jesús Martínez-Murcia
, Fermín Segovia, Diego Salas-Gonzalez
, Andrés Ortiz
:
Case-based statistical learning applied to SPECT image classification. Computer-Aided Diagnosis 2017: 101342D - [c14]Fermín Segovia, Diego Salas-Gonzalez
, Juan Manuel Górriz, Javier Ramírez
, Francisco Jesús Martínez-Murcia
:
Analysis of 18F-DMFP-PET data using Hidden Markov Random Field and the Gaussian distribution to assist the diagnosis of Parkinsonism. Computer-Aided Diagnosis 2017: 101342B - [c13]Andrés Ortiz
, Jorge Munilla, Francisco Jesús Martínez-Murcia
, Juan Manuel Górriz, Javier Ramírez
:
Learning Longitudinal MRI Patterns by SICE and Deep Learning: Assessing the Alzheimer's Disease Progression. MIUA 2017: 413-424 - [c12]Juan Manuel Górriz, Javier Ramírez
, M. Moreno-Caballero, Francisco Jesús Martínez-Murcia
, Andrés Ortiz
, Ignacio A. Illán
, Fermín Segovia
, Diego Salas-Gonzalez
, Manuel Gómez-Río:
Tree-Based Ensemble Learning Techniques in the Analysis of Parkinsonian Syndromes. MIUA 2017: 459-469 - [c11]Francisco Jesús Martínez-Murcia
, Juan Manuel Górriz, Javier Ramírez
, Fermín Segovia
, Diego Salas-Gonzalez
, Diego Castillo-Barnes
, Ignacio A. Illán
, Andrés Ortiz
:
Evaluating Alzheimer's Disease Diagnosis Using Texture Analysis. MIUA 2017: 470-481 - 2016
- [j7]Francisco Jesús Martínez-Murcia
, Juan Manuel Górriz, Javier Ramírez
, Andrés Ortiz
:
A Structural Parametrization of the Brain Using Hidden Markov Models-Based Paths in Alzheimer's Disease. Int. J. Neural Syst. 26(7): 1650024:1-1650024:15 (2016) - [c10]Javier Ramírez
, Juan Manuel Górriz, Francisco Jesús Martínez-Murcia
, Fermín Segovia, Diego Salas-Gonzalez
:
Magnetic resonance image classification using nonnegative matrix factorization and ensemble tree learning techniques. MMSP 2016: 1-5 - [c9]Fermín Segovia, Marcelo García-Pérez, Juan Manuel Górriz, Javier Ramírez
, Francisco Jesús Martínez-Murcia
:
Assisting the Diagnosis of Neurodegenerative Disorders Using Principal Component Analysis and TensorFlow. SOCO-CISIS-ICEUTE 2016: 43-52 - 2015
- [j6]Diego Salas-Gonzalez
, Juan Manuel Górriz, Javier Ramírez
, Ignacio Álvarez Illán
, Pablo Padilla
, Francisco Jesús Martínez-Murcia
, Elmar Wolfgang Lang:
Building a FP-CIT SPECT Brain Template Using a Posterization Approach. Neuroinformatics 13(4): 391-402 (2015) - [c8]Francisco Jesús Martínez-Murcia
, Andrés Ortiz
, Juan Manuel Górriz, Javier Ramírez
, I. Álvarez Illán
:
A Volumetric Radial LBP Projection of MRI Brain Images for the Diagnosis of Alzheimer's Disease. IWINAC (1) 2015: 19-28 - 2014
- [j5]Francisco Jesús Martínez-Murcia
, Juan Manuel Górriz
, Javier Ramírez
, Ignacio Álvarez Illán
, Andrés Ortiz
:
Automatic detection of Parkinsonism using significance measures and component analysis in DaTSCAN imaging. Neurocomputing 126: 58-70 (2014) - [c7]Andrés Ortiz
, Daniel Fajardo, Juan Manuel Górriz, Javier Ramírez
, Francisco Jesús Martínez-Murcia
:
Multimodal image data fusion for Alzheimer's Disease diagnosis by sparse representation. InMed 2014: 11-18 - [c6]Diego Salas-Gonzalez
, Juan Manuel Górriz, Javier Ramírez
, Ignacio A. Illán
, Pablo Padilla
, Francisco Jesús Martínez-Murcia
, Elmar Wolfgang Lang:
Affine registration of [123I]FP-CIT SPECT brain images. InMed 2014: 65-73 - [c5]Francisco Jesús Martínez-Murcia
, Juan Manuel Górriz, Javier Ramírez
, Ignacio Álvarez Illán
, Diego Salas-Gonzalez
, Fermín Segovia
:
Projecting MRI brain images for the detection of Alzheimer's Disease. InMed 2014: 225-233 - [c4]Fermín Segovia, Ignacio Álvarez Illán, Diego Salas-Gonzalez, Francisco Jesús Martínez-Murcia, Christophe Phillips, Carlos García Puntonet, Javier Ramírez Perez de Inestrosa, Juan Manuel Górriz Sáez:
PETRA: Multivariate analyses for neuroimaging data. IWBBIO 2014: 1302-1312 - 2013
- [j4]Francisco Jesús Martínez-Murcia
, J. M. Górriz
, Javier Ramírez
, Carlos García Puntonet
, Ignacio Álvarez Illán
:
Functional activity maps based on significance measures and Independent Component Analysis. Comput. Methods Programs Biomed. 111(1): 255-268 (2013) - [j3]A. Rojas, J. M. Górriz
, Javier Ramírez
, Ignacio Álvarez Illán
, Francisco Jesús Martínez-Murcia
, Andrés Ortiz
, Manuel Gómez-Río, M. Moreno-Caballero:
Application of Empirical Mode Decomposition (EMD) on DaTSCAN SPECT images to explore Parkinson Disease. Expert Syst. Appl. 40(7): 2756-2766 (2013) - [j2]Andrés Ortiz
, Juan Manuel Górriz
, Javier Ramírez
, Francisco Jesús Martínez-Murcia
:
LVQ-SVM based CAD tool applied to structural MRI for the diagnosis of the Alzheimer's disease. Pattern Recognit. Lett. 34(14): 1725-1733 (2013) - [c3]Francisco Jesús Martínez-Murcia
, Juan Manuel Górriz
, Javier Ramírez
, I. Álvarez Illán
, Carlos García Puntonet
:
Texture Features Based Detection of Parkinson's Disease on DaTSCAN Images. IWINAC (2) 2013: 266-277 - [c2]Ignacio Álvarez Illán
, Juan Manuel Górriz
, Javier Ramírez
, Diego Salas-Gonzalez
, Francisco Jesús Martínez-Murcia
, Fermín Segovia
, Carlos García Puntonet
:
Automatic Orientation of Functional Brain Images for Multiplataform Software. IWINAC (1) 2013: 406-411 - 2012
- [j1]Francisco Jesús Martínez-Murcia
, Juan Manuel Górriz
, Javier Ramírez
, Carlos García Puntonet
, Diego Salas-Gonzalez
:
Computer Aided Diagnosis tool for Alzheimer's Disease based on Mann-Whitney-Wilcoxon U-Test. Expert Syst. Appl. 39(10): 9676-9685 (2012) - 2011
- [c1]Francisco Jesús Martínez-Murcia
, Diego Salas-Gonzalez
, J. M. Górriz
, Javier Ramírez
, Carlos García Puntonet
, Manuel Gómez-Río:
Analysis of Spect Brain Images Using Wilcoxon and Relative Entropy Criteria and Quadratic Multivariate Classifiers for the Diagnosis of Alzheimer's Disease. IWINAC (2) 2011: 41-48
Coauthor Index
[j41] [c40] [c39] [c38] [i11] [i10] [j40] [j38] [j37] [j36] [j35] [i9] [i8] [i7] [j34] [c35] [c34] [c32] [j32] [j31] [i6] [j29] [j27] [j26] [j25] [j24] [j23] [j22] [j21] [j20] [i1] [j19] [j18] [j17] [j16] [c27] [c25] [c24] [j15] [j14] [j13] [c23] [c22] [c21] [c20] [j12] [j11] [j10] [j9] [j8] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [j7] [c10] [c9] [j6] [c8] [j5] [c7] [c6] [c5] [c4] [j4] [j3] [j2] [c3] [c2] [j1] [c1]
Carmen Jimenez-Mesa
aka: Carmen Jiménez-Mesa
aka: Carmen Jiménez-Mesa
Andrés Ortiz 0001
aka: Andrés Ortiz García
aka: Andrés Ortiz García
[c41] [c39] [j39] [j37] [j36] [j35] [i8] [i7] [j33] [c37] [c36] [c35] [c33] [j32] [j31] [j30] [c31] [c30] [i6] [i5] [i4] [j28] [j27] [j26] [j25] [j23] [j22] [j20] [c29] [c28] [i3] [i2] [i1] [j19] [j16] [c27] [c26] [j13] [c22] [c21] [j12] [j11] [c18] [c17] [c16] [c15] [c13] [c12] [c11] [j7] [c8] [j5] [c7] [j3] [j2]
Javier Ramírez 0001
aka: Javier Ramírez Perez de Inestrosa
aka: Javier Ramírez Perez de Inestrosa
[j41] [c40] [c39] [c38] [j40] [j38] [j37] [j36] [j35] [i9] [i8] [i7] [j34] [c35] [c34] [c32] [j32] [j31] [i6] [j29] [j27] [j26] [j25] [j24] [j23] [j22] [j21] [j20] [i1] [j19] [j18] [j17] [j16] [c27] [c25] [c24] [j15] [j14] [j13] [c23] [c22] [c21] [c20] [j12] [j11] [j10] [j9] [j8] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [j7] [c10] [c9] [j6] [c8] [j5] [c7] [c6] [c5] [c4] [j4] [j3] [j2] [c3] [c2] [j1] [c1]