Juan Manuel Górriz

292 papers A 1B 6C 1Misc 24Journal 153Unranked 107

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Exact analytical PGSE signal for diffusion confined to a cylindrical surface using a spectral Laplacian formalism. CoRR Erick Jorge Canales-Rodríguez, Chantal M. W. Tax, Juan Manuel Górriz, Derek K. Jones, Jean-Philippe Thiran, Jonathan Rafael-Patino
2025	J	`jnl`	InfraFFN: A Feature Fusion Network leveraging dual-path convolution and self-attention for infrared image super-resolution. Knowl. Based Syst. Feiwei Qin, Zhengwei Shen, Ruiquan Ge, Kai Zhang, Fei Lin, Yeru Wang, Juan Manuel Górriz, Ahmed Elazab, Changmiao Wang
2025	J	`jnl`	Smart-City Spatiotemporal Data-Driven Trajectory Prediction for Autonomous Vehicles via Attention Mechanisms and Self-Supervised Learning. IEEE Trans. Consumer Electron. Ziyu Song, Haitao Ding, Leila Jamel, Jing Yang, Muhammad Attique Khan, Juan Manuel Górriz, Jamel Baili, Lip Yee Por
2025	J	`jnl`	Uncovering Neuroimaging Biomarkers of Brain Tumor Surgery with AI-Driven Methods. CoRR Carmen Jimenez-Mesa, Yizhou Wan, Guilio Sansone, Francisco Jesús Martínez-Murcia, Javier Ramírez, Pietro Lio, Juan Manuel Górriz, Stephen J. Price, John Suckling, Michail Mamalakis
2024	Misc	`conf`	A Comparative Study of Deep Learning Approaches for Cognitive Impairment Diagnosis Based on the Clock-Drawing Test. IWINAC Carmen Jimenez-Mesa, Juan Eloy Arco, Meritxell Valentí-Soler, Belén Frades-Payo, María A. Zea-Sevilla, Andrés Ortiz, Marina Ávila-Villanueva, Javier Ramírez, Teodoro Del Ser-Quijano, Cristóbal Carnero-Pardo, Juan Manuel Górriz
2024	Misc	`conf`	A Cross-Modality Latent Representation for the Prediction of Clinical Symptomatology in Parkinson's Disease. IWINAC Cristóbal Vázquez-García, Francisco Jesús Martínez-Murcia, Juan Eloy Arco, Ignacio A. Illán, Carmen Jiménez-Mesa, Javier Ramírez, Juan Manuel Górriz
2024	J	`jnl`	A Review of Latent Representation Models in Neuroimaging. CoRR Cristóbal Vázquez-García, Francisco Jesús Martínez-Murcia, F. Segovia Román, Juan Manuel Górriz
2024	J	`jnl`	A novel myocarditis detection combining deep reinforcement learning and an improved differential evolution algorithm. CAAI Trans. Intell. Technol. Jing Yang, Touseef Sadiq, Jiale Xiong, Muhammad Awais, Uzair Aslam Bhatti, Roohallah Alizadehsani, Juan Manuel Górriz
2024	J	`jnl`	Alzheimer's disease diagnosis from single and multimodal data using machine and deep learning models: Achievements and future directions. Expert Syst. Appl. Ahmed Elazab, Changmiao Wang, Mohammed Abdelaziz, Jian Zhang, Jason Gu, Juan Manuel Górriz, Yudong Zhang, Chunqi Chang
2024	J	`jnl`	Automated detection and forecasting of COVID-19 using deep learning techniques: A review. Neurocomputing Afshin Shoeibi, Marjane Khodatars, Mahboobeh Jafari, Navid Ghassemi, Delaram Sadeghi, Parisa Moridian, Ali Khadem, Roohallah Alizadehsani, Sadiq Hussain, Assef Zare, Zahra Alizadeh Sani, Fahime Khozeimeh, Saeid Nahavandi, U. Rajendra Acharya, Juan Manuel Górriz
2024	J	`jnl`	Bridging Imaging and Clinical Scores in Parkinson's Progression via Multimodal Self-Supervised Deep Learning. Int. J. Neural Syst. Francisco Jesús Martínez-Murcia, Juan Eloy Arco, Carmen Jimenez-Mesa, Fermín Segovia, Ignacio Álvarez, Javier Ramírez, Juan Manuel Górriz
2024	J	`jnl`	Deep learning for personalized health monitoring and prediction: A review. Comput. Intell. Robertas Damasevicius, Senthil Kumar Jagatheesaperumal, Rajesh N. V. P. S. Kandala, Sadiq Hussain, Roohallah Alizadehsani, Juan Manuel Górriz
2024	J	`jnl`	Deep learning in crowd counting: A survey. CAAI Trans. Intell. Technol. Lijia Deng, Qinghua Zhou, Shuihua Wang, Juan Manuel Górriz, Yudong Zhang
2024	Misc	`conf`	Diagnosis of Parkinson Disease from EEG Signals Using a CNN-LSTM Model and Explainable AI. IWINAC Mohammad Bdaqli, Afshin Shoeibi, Parisa Moridian, Delaram Sadeghi, Mozhde Firoozi Pouyani, Ahmad Shalbaf, Juan Manuel Górriz
2024	Misc	`conf`	Diagnosis of Schizophrenia in EEG Signals Using dDTF Effective Connectivity and New PreTrained CNN and Transformer Models. IWINAC Afshin Shoeibi, Marjane Khodatars, Hamid Alinejad-Rokny, Jónathan Heras, Sara Bagherzadeh, Amin Beheshti, Juan Manuel Górriz
2024	Misc	`conf`	Early Diagnosis of Schizophrenia in EEG Signals Using One Dimensional Transformer Model. IWINAC Afshin Shoeibi, Mahboobeh Jafari, Delaram Sadeghi, Roohallah Alizadehsani, Hamid Alinejad-Rokny, Amin Beheshti, Juan Manuel Górriz
2024	J	`jnl`	Empowering precision medicine: AI-driven schizophrenia diagnosis via EEG signals: A comprehensive review from 2002-2023. Appl. Intell. Mahboobeh Jafari, Delaram Sadeghi, Afshin Shoeibi, Hamid Alinejad-Rokny, Amin Beheshti, David López-García, Zhaolin Chen, U. Rajendra Acharya, Juan Manuel Górriz
2024	Misc	`conf`	Enhancing Coronary Artery Disease Classification Using Optimized MLP Based on Genetic Algorithm. IWINAC Mohammad Hashemi, Seyedeh Somayeh Salehi Komamardakhi, Mohammad Maftoun, Omid Zare, Javad Hassannataj Joloudari, Mohammad Ali Nematollahi, Roohallah Alizadehsani, Pietro Sala, Juan Manuel Górriz
2024	Misc	`conf`	Enhancing Interpretability in Machine Learning: A Focus on Genetic Network Programming, Its Variants, and Applications. IWINAC Mohamad Roshanzamir, Roohallah Alizadehsani, Seyed Vahid Moravvej, Javad Hassannataj Joloudari, Hamid Alinejad-Rokny, Juan Manuel Górriz
2024	Misc	`conf`	Extracting Heart Rate Variability from NIRS Signals for an Explainable Detection of Learning Disorders. IWINAC Juan Eloy Arco, Nicolás Gallego-Molina, Pedro Javier Lopez-Perez, Javier Ramírez, Juan Manuel Górriz, Andrés Ortiz
2024	J	`jnl`	GAN-MD: A myocarditis detection using multi-channel convolutional neural networks and generative adversarial network-based data augmentation. CAAI Trans. Intell. Technol. Hengame Ahmadi Golilarz, Alireza Azadbar, Roohallah Alizadehsani, Juan Manuel Górriz
2024	J	`jnl`	Guest Editorial: Knowledge-based deep learning system in bio-medicine. CAAI Trans. Intell. Technol. Yu-Dong Zhang, Juan Manuel Górriz
2024	J	`jnl`	Improved organs at risk segmentation based on modified U-Net with self-attention and consistency regularisation. CAAI Trans. Intell. Technol. Maksym Manko, Anton Popov, Juan Manuel Górriz, Javier Ramírez
2024	Misc	`conf`	Improving Prediction of Mortality in ICU via Fusion of SelectKBest with SMOTE Method and Extra Tree Classifier. IWINAC Mohammad Maftoun, Javad Hassannataj Joloudari, Omid Zare, Maryam Khademi, Alireza Atashi, Mohammad Ali Nematollahi, Roohallah Alizadehsani, Juan Manuel Górriz
2024	J	`jnl`	Is K-fold cross validation the best model selection method for Machine Learning? CoRR Juan Manuel Górriz, Fermín Segovia, Javier Ramírez, Andrés Ortiz, John Suckling
2024	Misc	`conf`	Morning Anxiety Detection Through Smartphone-Based Photoplethysmography Signals Analysis Using Machine Learning Methods. IWINAC Masoud Sistaninezhad, Ali Jafarizadeh, Saman Rajebi, Siamak Pedrammehr, Roohallah Alizadehsani, Juan Manuel Górriz
2024	—	`conf`	RESISTO Project: Automatic Detection of Operation Temperature Anomalies for Power Electric Transformers Using Thermal Imaging. IWINAC (2) David López-García, Fermín Segovia, Jacob Rodriguez-Rivero, Javier Ramírez, David Pérez, Raúl Serrano, Juan Manuel Górriz
2024	J	`jnl`	RESISTO Project: Automatic detection of operation temperature anomalies for power electric transformers using thermal imaging. CoRR David López-García, Fermín Segovia, Jacob Rodriguez-Rivero, Javier Ramírez, David Pérez, Raúl Serrano, Juan Manuel Górriz
2024	—	`conf`	RESISTO Project: Safeguarding the Power Grid from Meteorological Phenomena. IWINAC (2) Jacob Rodriguez-Rivero, David López-García, Fermín Segovia, Javier Ramírez, Juan Manuel Górriz, Raúl Serrano, David Pérez, Iván Maza, Aníbal Ollero, Pol Paradell Sola, Albert Gili Selga, José Luis Domínguez-García, Alejandro Romero, A. Berro, Rocío Domínguez, Inmaculada Prieto
2024	J	`jnl`	RESISTO Project: Safeguarding the Power Grid from Meteorological Phenomena. CoRR Jacob Rodriguez-Rivero, David López-García, Fermín Segovia, Javier Ramírez, Juan Manuel Górriz, Raúl Serrano, David Pérez, Iván Maza, Aníbal Ollero, Pol Paradell Sola, Albert Gili Selga, José Luis Domínguez-García, Alejandro Romero, A. Berro, Rocío Domínguez, Inmaculada Prieto
2024	J	`jnl`	Stability Analysis of Dynamic General Type-2 Fuzzy Control System With Uncertainty. IEEE Trans. Syst. Man Cybern. Syst. Zahra Namadchian, Afshin Shoeibi, Assef Zare, Juan Manuel Górriz, Hak-Keung Lam, Sai Ho Ling
2024	—	`conf`	Stationary Wavelet Entropy and Cat Swarm Optimization to Detect COVID-19. IWINAC (2) Meng Wu, Shuwen Chen, Jiaji Wang, Shuihua Wang, Juan Manuel Górriz, Eugene Yu-Dong Zhang
2024	J	`jnl`	Statistical Agnostic Regression: a machine learning method to validate regression models. CoRR Juan Manuel Górriz, J. Ramirez, Fermín Segovia, Francisco Jesús Martínez-Murcia, Carmen Jiménez-Mesa, John Suckling
2024	Misc	`conf`	Visualizing Brain Synchronization: An Explainable Representation of Phase-Amplitude Coupling. IWINAC Andrés Ortiz, Nicolás Gallego-Molina, Diego Castillo-Barnes, Ignacio Rodríguez-Rodríguez, Juan Manuel Górriz
2023	J	`jnl`	A non-parametric statistical inference framework for Deep Learning in current neuroimaging. Inf. Fusion Carmen Jimenez-Mesa, Javier Ramírez, John Suckling, Jonathan Vöglein, Johannes Levin, Juan Manuel Górriz
2023	J	`jnl`	AdaD-FNN for Chest CT-Based COVID-19 Diagnosis. IEEE Trans. Emerg. Top. Comput. Intell. Xujing Yao, Ziquan Zhu, Cheng Kang, Shui-Hua Wang, Juan Manuel Górriz, Yu-Dong Zhang
2023	J	`jnl`	An Evolutionary Attention-Based Network for Medical Image Classification. Int. J. Neural Syst. Hengde Zhu, Jian Wang, Shui-Hua Wang, Rajeev Raman, Juan Manuel Górriz, Yudong Zhang
2023	J	`jnl`	Automated diagnosis of cardiovascular diseases from cardiac magnetic resonance imaging using deep learning models: A review. Comput. Biol. Medicine Mahboobeh Jafari, Afshin Shoeibi, Marjane Khodatars, Navid Ghassemi, Parisa Moridian, Roohallah Alizadehsani, Abbas Khosravi, Sai Ho Ling, Niloufar Delfan, Yudong Zhang, Shui-Hua Wang, Juan Manuel Górriz, Hamid Alinejad-Rokny, U. Rajendra Acharya
2023	J	`jnl`	Automatic diagnosis of COVID-19 from CT images using CycleGAN and transfer learning. Appl. Soft Comput. Navid Ghassemi, Afshin Shoeibi, Marjane Khodatars, Jónathan Heras, Alireza Rahimi, Assef Zare, Yu-Dong Zhang, Ram Bilas Pachori, Juan Manuel Górriz
2023	J	`jnl`	Convolutional Neural Networks for Neuroimaging in Parkinson's Disease: Is Preprocessing Needed? CoRR Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Javier Ramírez, Andrés Ortiz
2023	J	`jnl`	Deep Learning and Vision Transformer for Medical Image Analysis. J. Imaging Yudong Zhang, Jiaji Wang, Juan Manuel Górriz, Shuihua Wang
2023	J	`jnl`	Deep learning in food category recognition. Inf. Fusion Yudong Zhang, Lijia Deng, Hengde Zhu, Wei Wang, Zeyu Ren, Qinghua Zhou, Siyuan Lu, Shiting Sun, Ziquan Zhu, Juan Manuel Górriz, Shuihua Wang
2023	J	`jnl`	Diagnosis of brain diseases in fusion of neuroimaging modalities using deep learning: A review. Inf. Fusion Afshin Shoeibi, Marjane Khodatars, Mahboobeh Jafari, Navid Ghassemi, Parisa Moridian, Roohallah Alizadehsani, Sai Ho Ling, Abbas Khosravi, Hamid Alinejad-Rokny, Hak-Keung Lam, Matthew Fuller-Tyszkiewicz, U. Rajendra Acharya, Donovan Anderson, Yudong Zhang, Juan Manuel Górriz
2023	J	`jnl`	EEG Connectivity Analysis Using Denoising Autoencoders for the Detection of Dyslexia. CoRR Francisco Jesús Martínez-Murcia, Andrés Ortiz, Juan Manuel Górriz, Javier Ramírez, Pedro Javier Lopez-Perez, Miguel López-Zamora, Juan Luis Luque
2023	J	`jnl`	Emotion recognition in EEG signals using deep learning methods: A review. Comput. Biol. Medicine Mahboobeh Jafari, Afshin Shoeibi, Marjane Khodatars, Sara Bagherzadeh, Ahmad Shalbaf, David López-García, Juan Manuel Górriz, U. Rajendra Acharya
2023	J	`jnl`	Empowering Precision Medicine: AI-Driven Schizophrenia Diagnosis via EEG Signals: A Comprehensive Review from 2002-2023. CoRR Mahboobeh Jafari, Delaram Sadeghi, Afshin Shoeibi, Hamid Alinejad-Rokny, Amin Beheshti, David López-García, Zhaolin Chen, U. Rajendra Acharya, Juan Manuel Górriz
2023	J	`jnl`	Enhancing Multimodal Patterns in Neuroimaging by Siamese Neural Networks with Self-Attention Mechanism. Int. J. Neural Syst. Juan Eloy Arco, Andrés Ortiz, Nicolás Gallego-Molina, Juan Manuel Górriz, Javier Ramírez
2023	J	`jnl`	Ensembling shallow siamese architectures to assess functional asymmetry in Alzheimer's disease progression. Appl. Soft Comput. Juan Eloy Arco, Andrés Ortiz, Diego Castillo-Barnes, Juan Manuel Górriz, Javier Ramírez
2023	J	`jnl`	Guest Editorial Special Issue on Explainable Deep Learning for Medical Image Processing and Analysis. IEEE Trans. Emerg. Top. Comput. Intell. Yu-Dong Zhang, Juan Manuel Górriz, Yi Pan, Oscar Cordón
2023	J	`jnl`	Introduction. Int. J. Neural Syst. José Manuel Ferrández, Eduardo Fernández, Juan Manuel Górriz
2023	J	`jnl`	Probabilistic Combination of Non-Linear Eigenprojections For Ensemble Classification. IEEE Trans. Emerg. Top. Comput. Intell. 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
2023	J	`jnl`	Revealing Patterns of Symptomatology in Parkinson's Disease: A Latent Space Analysis with 3D Convolutional Autoencoders. CoRR E. Delgado de las Heras, Francisco Jesús Martínez-Murcia, Ignacio A. Illán, Carmen Jiménez-Mesa, Diego Castillo-Barnes, Javier Ramírez, Juan Manuel Górriz
2023	J	`jnl`	SCNN: A Explainable Swish-based CNN and Mobile App for COVID-19 Diagnosis. Mob. Networks Appl. Yudong Zhang, Yanrong Pei, Juan Manuel Górriz
2023	J	`jnl`	Top-down specific preparatory activations for selective attention and perceptual expectations. NeuroImage José M. G. Peñalver, David López-García, Carlos González-García, Blanca Aguado-López, Juan Manuel Górriz, María Ruz
2023	J	`jnl`	Uncertainty-driven ensembles of multi-scale deep architectures for image classification. Inf. Fusion Juan Eloy Arco, Andrés Ortiz, Javier Ramírez, Francisco Jesús Martínez-Murcia, Yudong Zhang, Juan Manuel Górriz
2023	A	`conf`	Using Data Mining Techniques to Analyze Facial Expression Motion Vectors. DIS Mohamad Roshanzamir, Roohallah Alizadehsani, Mahdi Roshanzamir, Afshin Shoeibi, Juan Manuel Górriz, Abbas Khosravi, Saeid Nahavandi, U. Rajendra Acharya
2023	J	`jnl`	Using Explainable Artificial Intelligence in the Clock Drawing Test to Reveal the Cognitive Impairment Pattern. Int. J. Neural Syst. Carmen Jimenez-Mesa, Juan Eloy Arco, Meritxell Valentí-Soler, Belén Frades-Payo, María A. Zea-Sevilla, Andrés Ortiz, Marina Ávila-Villanueva, Diego Castillo-Barnes, Javier Ramírez, Teodoro Del Ser-Quijano, Cristóbal Carnero-Pardo, Juan Manuel Górriz
2022	J	`jnl`	A Vector Quantization-Based Spike Compression Approach Dedicated to Multichannel Neural Recording Microsystems. Int. J. Neural Syst. Nazanin Ahmadi-Dastgerdi, Hossein Hosseini-Nejad, Hadi Amiri, Afshin Shoeibi, Juan Manuel Górriz
2022	J	`jnl`	A hardware efficient intra-cortical neural decoding approach based on spike train temporal information. Integr. Comput. Aided Eng. Danial Katoozian, Hossein Hosseini-Nejad, Mohammad-Reza Abolghasemi Dehaqani, Afshin Shoeibi, Juan Manuel Górriz
2022	J	`jnl`	A hypothesis-driven method based on machine learning for neuroimaging data analysis. Neurocomputing Juan Manuel Górriz, Rubén Martín-Clemente, Carlos García Puntonet, Andrés Ortiz, Javier Ramírez, John Suckling
2022	J	`jnl`	An overview of artificial intelligence techniques for diagnosis of Schizophrenia based on magnetic resonance imaging modalities: Methods, challenges, and future works. Comput. Biol. Medicine Delaram Sadeghi, Afshin Shoeibi, Navid Ghassemi, Parisa Moridian, Ali Khadem, Roohallah Alizadehsani, Mohammad Teshnehlab, Juan Manuel Górriz, Fahime Khozeimeh, Yu-Dong Zhang, Saeid Nahavandi, U. Rajendra Acharya
2022	J	`jnl`	An overview of deep learning techniques for epileptic seizures detection and prediction based on neuroimaging modalities: Methods, challenges, and future works. Comput. Biol. Medicine Afshin Shoeibi, Parisa Moridian, Marjane Khodatars, Navid Ghassemi, Mahboobeh Jafari, Roohallah Alizadehsani, Yinan Kong, Juan Manuel Górriz, Javier Ramírez, Abbas Khosravi, Saeid Nahavandi, U. Rajendra Acharya
2022	—	`conf`	Analyzing Statistical Inference Maps Using MRI Images for Parkinson's Disease. IWINAC (1) Carmen Jimenez-Mesa, Diego Castillo-Barnes, Juan Eloy Arco, Fermín Segovia, Javier Ramírez, Juan Manuel Górriz
2022	J	`jnl`	Automated Diagnosis of Cardiovascular Diseases from Cardiac Magnetic Resonance Imaging Using Deep Learning Models: A Review. CoRR Mahboobeh Jafari, Afshin Shoeibi, Marjane Khodatars, Navid Ghassemi, Parisa Moridian, Niloufar Delfan, Roohallah Alizadehsani, Abbas Khosravi, Sai Ho Ling, Yu-Dong Zhang, Shui-Hua Wang, Juan Manuel Górriz, Hamid Alinejad-Rokny, U. Rajendra Acharya
2022	J	`jnl`	Automatic Autism Spectrum Disorder Detection Using Artificial Intelligence Methods with MRI Neuroimaging: A Review. CoRR Parisa Moridian, Navid Ghassemi, Mahboobeh Jafari, Salam Salloum-Asfar, Delaram Sadeghi, Marjane Khodatars, Afshin Shoeibi, Abbas Khosravi, Sai Ho Ling, Abdulhamit Subasi, Sara A. Abdulla, Roohallah Alizadehsani, Juan Manuel Górriz, U. Rajendra Acharya
2022	—	`conf`	Automatic Classification System for Diagnosis of Cognitive Impairment Based on the Clock-Drawing Test. IWINAC (1) Carmen Jimenez-Mesa, Juan Eloy Arco, Meritxell Valentí-Soler, Belén Frades-Payo, María A. Zea-Sevilla, Andrés Ortiz, Marina Ávila-Villanueva, Diego Castillo-Barnes, Javier Ramírez, Teodoro Del Ser-Quijano, Cristóbal Carnero-Pardo, Juan Manuel Górriz
2022	J	`jnl`	Automatic Diagnosis of Myocarditis Disease in Cardiac MRI Modality using Deep Transformers and Explainable Artificial Intelligence. CoRR Mahboobeh Jafari, Afshin Shoeibi, Navid Ghassemi, Jónathan Heras, Abbas Khosravi, Sai Ho Ling, Roohallah Alizadehsani, Amin Beheshti, Yu-Dong Zhang, Shui-Hua Wang, Juan Manuel Górriz, U. Rajendra Acharya, Hamid Alinejad-Rokny
2022	—	`conf`	Automatic Diagnosis of Myocarditis in Cardiac Magnetic Images Using CycleGAN and Deep PreTrained Models. IWINAC (1) Afshin Shoeibi, Navid Ghassemi, Jónathan Heras, Mitra Rezaei, Juan Manuel Górriz
2022	J	`jnl`	Automatic Diagnosis of Schizophrenia and Attention Deficit Hyperactivity Disorder in rs-fMRI Modality using Convolutional Autoencoder Model and Interval Type-2 Fuzzy Regression. CoRR Afshin Shoeibi, Navid Ghassemi, Marjane Khodatars, Parisa Moridian, Abbas Khosravi, Assef Zare, Juan Manuel Górriz, Amir Hossein Chale-Chale, Ali Khadem, U. Rajendra Acharya
2022	—	`conf`	Automatic Diagnosis of Schizophrenia in EEG Signals Using Functional Connectivity Features and CNN-LSTM Model. IWINAC (1) Afshin Shoeibi, Mitra Rezaei, Navid Ghassemi, Zahra Namadchian, Assef Zare, Juan Manuel Górriz
2022	—	`conf`	ConvNet-CA: A Lightweight Attention-Based CNN for Brain Disease Detection. IWINAC (1) Hengde Zhu, Jian Wang, Shui-Hua Wang, Yudong Zhang, Juan Manuel Górriz
2022	—	`conf`	Covid-19 Detection by Wavelet Entropy and Self-adaptive PSO. IWINAC (1) Wei Wang, Shui-Hua Wang, Juan Manuel Górriz, Yudong Zhang
2022	J	`jnl`	Detection of epileptic seizures on EEG signals using ANFIS classifier, autoencoders and fuzzy entropies. Biomed. Signal Process. Control. Afshin Shoeibi, Navid Ghassemi, Marjane Khodatars, Parisa Moridian, Roohallah Alizadehsani, Assef Zare, Abbas Khosravi, Abdulhamit Subasi, U. Rajendra Acharya, Juan Manuel Górriz
2022	J	`jnl`	MVPAlab: A machine learning decoding toolbox for multidimensional electroencephalography data. Comput. Methods Programs Biomed. David López-García, José M. G. Peñalver, Juan Manuel Górriz, María Ruz
2022	—	`conf`	Modelling the Progression of the Symptoms of Parkinsons Disease Using a Nonlinear Decomposition of 123I FP-CIT SPECT Images. IWINAC (1) Jose Antonio Simón-Rodríguez, Francisco Jesús Martínez-Murcia, Javier Ramírez, Diego Castillo-Barnes, Juan Manuel Górriz
2022	J	`jnl`	Modern Forms and New Challenges in Medical Sensors and Body Area Networks. J. Sens. Actuator Networks Yudong Zhang, Juan Manuel Górriz, Shuihua Wang
2022	J	`jnl`	NAGNN: Classification of COVID-19 based on neighboring aware representation from deep graph neural network. Int. J. Intell. Syst. Siyuan Lu, Ziquan Zhu, Juan Manuel Górriz, Shui-Hua Wang, Yu-Dong Zhang
2022	J	`jnl`	Quantifying Differences Between Affine and Nonlinear Spatial Normalization of FP-CIT Spect Images. Int. J. Neural Syst. Diego Castillo-Barnes, Carmen Jimenez-Mesa, Francisco Jesús Martínez-Murcia, Diego Salas-Gonzalez, Javier Ramírez, Juan Manuel Górriz
2022	—	`conf`	Quantifying Inter-hemispheric Differences in Parkinson's Disease Using Siamese Networks. IWINAC (1) Juan Eloy Arco, Andrés Ortiz, Diego Castillo-Barnes, Juan Manuel Górriz, Javier Ramírez
2022	—	`conf`	RDNet: ResNet-18 with Dropout for Blood Cell Classification. IWINAC (1) Ziquan Zhu, Zeyu Ren, Shui-Hua Wang, Juan Manuel Górriz, Yudong Zhang
2022	—	`conf`	Sleep Apnea Diagnosis Using Complexity Features of EEG Signals. IWINAC (1) Behnam Gholami, Mohammad Hossein Behboudi, Ali Khadem, Afshin Shoeibi, Juan Manuel Górriz
2022	J	`jnl`	Tiled Sparse Coding in Eigenspaces for Image Classification. Int. J. Neural Syst. Juan Eloy Arco, Andrés Ortiz, Javier Ramírez, Yu-Dong Zhang, Juan Manuel Górriz
2022	—	`conf`	Towards Mixed Mode Biomarkers: Combining Structural and Functional Information by Deep Learning. IWINAC (1) Andrés Ortiz, Juan Eloy Arco, Marco A. Formoso, Nicolás Gallego-Molina, Ignacio Rodríguez-Rodríguez, Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Javier Ramírez
2021	J	`jnl`	Advances in Data Preprocessing for Biomedical Data Fusion: An Overview of the Methods, Challenges, and Prospects. Inf. Fusion Shuihua Wang, M. Emre Celebi, Yu-Dong Zhang, Xiang Yu, Siyuan Lu, Xujing Yao, Qinghua Zhou, Miguel Martinez-Garcia, Yingli Tian, Juan Manuel Górriz, Ivan Tyukin
2021	J	`jnl`	Advances in multimodality data fusion in neuroimaging. Inf. Fusion Yudong Zhang, Juan Manuel Górriz, Zhengchao Dong
2021	J	`jnl`	An Overview on Artificial Intelligence Techniques for Diagnosis of Schizophrenia Based on Magnetic Resonance Imaging Modalities: Methods, Challenges, and Future Works. CoRR Delaram Sadeghi, Afshin Shoeibi, Navid Ghassemi, Parisa Moridian, Ali Khadem, Roohallah Alizadehsani, Mohammad Teshnehlab, Juan Manuel Górriz, Saeid Nahavandi
2021	J	`jnl`	Applications of Deep Learning Techniques for Automated Multiple Sclerosis Detection Using Magnetic Resonance Imaging: A Review. CoRR Afshin Shoeibi, Marjane Khodatars, Mahboobeh Jafari, Parisa Moridian, Mitra Rezaei, Roohallah Alizadehsani, Fahime Khozeimeh, Juan Manuel Górriz, Jónathan Heras, Maryam Panahiazar, Saeid Nahavandi, U. Rajendra Acharya
2021	J	`jnl`	Applications of Epileptic Seizures Detection in Neuroimaging Modalities Using Deep Learning Techniques: Methods, Challenges, and Future Works. CoRR Afshin Shoeibi, Navid Ghassemi, Marjane Khodatars, Mahboobeh Jafari, Parisa Moridian, Roohallah Alizadehsani, Ali Khadem, Yinan Kong, Assef Zare, Juan Manuel Górriz, Javier Ramírez, Maryam Panahiazar, Abbas Khosravi, Saeid Nahavandi
2021	J	`jnl`	Applications of deep learning techniques for automated multiple sclerosis detection using magnetic resonance imaging: A review. Comput. Biol. Medicine Afshin Shoeibi, Marjane Khodatars, Mahboobeh Jafari, Parisa Moridian, Mitra Rezaei, Roohallah Alizadehsani, Fahime Khozeimeh, Juan Manuel Górriz, Jónathan Heras, Maryam Panahiazar, Saeid Nahavandi, U. Rajendra Acharya
2021	J	`jnl`	Automatic Diagnosis of COVID-19 from CT Images using CycleGAN and Transfer Learning. CoRR Navid Ghassemi, Afshin Shoeibi, Marjane Khodatars, Jónathan Heras, Alireza Rahimi, Assef Zare, Ram Bilas Pachori, Juan Manuel Górriz
2021	J	`jnl`	Automatic Diagnosis of Schizophrenia in EEG Signals Using CNN-LSTM Models. Frontiers Neuroinformatics Afshin Shoeibi, Delaram Sadeghi, Parisa Moridian, Navid Ghassemi, Jónathan Heras, Roohallah Alizadehsani, Ali Khadem, Yinan Kong, Saeid Nahavandi, Yu-Dong Zhang, Juan Manuel Górriz
2021	J	`jnl`	Automatic Diagnosis of Schizophrenia using EEG Signals and CNN-LSTM Models. CoRR Afshin Shoeibi, Delaram Sadeghi, Parisa Moridian, Navid Ghassemi, Jónathan Heras, Roohallah Alizadehsani, Ali Khadem, Yinan Kong, Saeid Nahavandi, Juan Manuel Górriz
2021	J	`jnl`	CNN AE: Convolution Neural Network combined with Autoencoder approach to detect survival chance of COVID 19 patients. CoRR Fahime Khozeimeh, Danial Sharifrazi, Navid Hosseini Izadi, Javad Hassannataj Joloudari, Afshin Shoeibi, Roohallah Alizadehsani, Juan Manuel Górriz, Sadiq Hussain, Zahra Alizadeh Sani, Hossein Moosaei, Abbas Khosravi, Saeid Nahavandi, Sheikh Mohammed Shariful Islam
2021	J	`jnl`	Covid-19 classification by FGCNet with deep feature fusion from graph convolutional network and convolutional neural network. Inf. Fusion Shui-Hua Wang, Vishnu Varthanan Govindaraj, Juan Manuel Górriz, Xin Zhang, Yu-Dong Zhang
2021	J	`jnl`	Data fusion based on Searchlight analysis for the prediction of Alzheimer's disease. Expert Syst. Appl. Juan Eloy Arco, Javier Ramírez, Juan Manuel Górriz, María Ruz
2021	J	`jnl`	Deep Learning in Medical Image Analysis. J. Imaging Yudong Zhang, Juan Manuel Górriz, Zhengchao Dong
2021	J	`jnl`	Deep Learning in current Neuroimaging: a multivariate approach with power and type I error control but arguable generalization ability. CoRR Carmen Jimenez-Mesa, Javier Ramírez, John Suckling, Jonathan Vöglein, Johannes Levin, Juan Manuel Górriz, Alzheimer's Disease Neuroimaging Initiative, Dominantly Inherited Alzheimer Network (DIAN)
2021	J	`jnl`	Deep residual transfer learning for automatic diagnosis and grading of diabetic retinopathy. Neurocomputing Francisco Jesús Martínez-Murcia, Andrés Ortiz, Javier Ramírez, Juan Manuel Górriz, Ricardo Cruz
2021	J	`jnl`	Detection of Epileptic Seizures on EEG Signals Using ANFIS Classifier, Autoencoders and Fuzzy Entropies. CoRR Afshin Shoeibi, Navid Ghassemi, Marjane Khodatars, Parisa Moridian, Roohallah Alizadehsani, Assef Zare, Abbas Khosravi, Abdulhamit Subasi, U. Rajendra Acharya, Juan Manuel Górriz
2021	J	`jnl`	IEEE Access Special Section Editorial: Emerging Deep Learning Theories and Methods for Biomedical Engineering. IEEE Access Yu-Dong Zhang, Zhengchao Dong, Juan Manuel Górriz, Yizhang Jiang, Ming Yang, Shui-Hua Wang
2021	J	`jnl`	Improved Breast Cancer Classification Through Combining Graph Convolutional Network and Convolutional Neural Network. Inf. Process. Manag. Yu-Dong Zhang, Suresh Chandra Satapathy, David S. Guttery, Juan Manuel Górriz, Shui-Hua Wang
2021	J	`jnl`	Introduction to the Special Issue on Explainable Deep Learning for Medical Image Computing. ACM Trans. Multim. Comput. Commun. Appl. Yu-Dong Zhang, Juan Manuel Górriz, Zhengchao Dong
2021	J	`jnl`	Medical Images Encryption Based on Adaptive-Robust Multi-Mode Synchronization of Chen Hyper-Chaotic Systems. Sensors Ali Akbar Kekha Javan, Mahboobeh Jafari, Afshin Shoeibi, Assef Zare, Marjane Khodatars, Navid Ghassemi, Roohallah Alizadehsani, Juan Manuel Górriz
2021	J	`jnl`	Probabilistic combination of eigenlungs-based classifiers for COVID-19 diagnosis in chest CT images. CoRR 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
2021	J	`jnl`	Statistical Agnostic Mapping: A framework in neuroimaging based on concentration inequalities. Inf. Fusion 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
2021	J	`jnl`	Tiled sparse coding in eigenspaces for the COVID-19 diagnosis in chest X-ray images. CoRR Juan Eloy Arco, Andrés Ortiz, Javier Ramírez, Juan Manuel Górriz
2021	J	`jnl`	Time Series Forecasting of New Cases and New Deaths Rate for COVID-19 using Deep Learning Methods. CoRR Nooshin Ayoobi, Danial Sharifrazi, Roohallah Alizadehsani, Afshin Shoeibi, Juan Manuel Górriz, Hossein Moosaei, Abbas Khosravi, Saeid Nahavandi, Abdoulmohammad Gholamzadeh Chofreh, Feybi Ariani Goni, Jirí Jaromír Klemes, Amir Mosavi
2021	J	`jnl`	Uncertainty-Aware Semi-Supervised Method Using Large Unlabeled and Limited Labeled COVID-19 Data. ACM Trans. Multim. Comput. Commun. Appl. Roohallah Alizadehsani, Danial Sharifrazi, Navid Hoseini Izadi, Javad Hassannataj Joloudari, Afshin Shoeibi, Juan Manuel Górriz, Sadiq Hussain, Juan Eloy Arco, Zahra Alizadeh Sani, Fahime Khozeimeh, Abbas Khosravi, Saeid Nahavandi, Sheikh Mohammed Shariful Islam, U. Rajendra Acharya
2021	J	`jnl`	Uncertainty-Aware Semi-supervised Method using Large Unlabelled and Limited Labeled COVID-19 Data. CoRR Roohallah Alizadehsani, Danial Sharifrazi, Navid Hosseini Izadi, Javad Hassannataj Joloudari, Afshin Shoeibi, Juan Manuel Górriz, Sadiq Hussain, Juan Eloy Arco, Zahra Alizadeh Sani, Fahime Khozeimeh, Abbas Khosravi, Saeid Nahavandi, Sheikh Mohammed Shariful Islam, U. Rajendra Acharya
2021	J	`jnl`	What happens in Face during a facial expression? Using data mining techniques to analyze facial expression motion vectors. CoRR Mohamad Roshanzamir, Roohallah Alizadehsani, Mahdi Roshanzamir, Afshin Shoeibi, Juan Manuel Górriz, Abbas Khosravi, Saeid Nahavandi
2020	J	`jnl`	A connection between the pattern classification problem and the General Linear Model for statistical inference. CoRR Juan Manuel Górriz, John Suckling
2020	J	`jnl`	Advances in multimodal data fusion in neuroimaging: Overview, challenges, and novel orientation. Inf. Fusion 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
2020	J	`jnl`	Artificial intelligence within the interplay between natural and artificial computation: Advances in data science, trends and applications. Neurocomputing 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
2020	J	`jnl`	Autosomal dominantly inherited alzheimer disease: Analysis of genetic subgroups by machine learning. Inf. Fusion 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)
2020	J	`jnl`	EEG Connectivity Analysis Using Denoising Autoencoders for the Detection of Dyslexia. Int. J. Neural Syst. Francisco Jesús Martínez-Murcia, Andrés Ortiz, Juan Manuel Górriz, Javier Ramírez, Pedro Javier Lopez-Abarejo, Miguel Lopez-Zamora, Juan Luis Luque
2020	J	`jnl`	Editorial: Deep Learning in Aging Neuroscience. Frontiers Neuroinformatics Javier Ramírez, Juan Manuel Górriz, Andrés Ortiz, James H. Cole, Martin Dyrba
2020	J	`jnl`	Ensemble Deep Learning on Large, Mixed-Site fMRI Datasets in Autism and Other Tasks. CoRR Matthew Leming, Juan Manuel Górriz, John Suckling
2020	J	`jnl`	Ensemble Deep Learning on Large, Mixed-Site fMRI Datasets in Autism and Other Tasks. Int. J. Neural Syst. Matthew Leming, Juan Manuel Górriz, John Suckling
2020	J	`jnl`	Granger causality-based information fusion applied to electrical measurements from power transformers. Inf. Fusion 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
2020	J	`jnl`	Introduction. Int. J. Neural Syst. José Manuel Ferrández, Diego Andina, Juan Manuel Górriz
2020	J	`jnl`	Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson's Disease. Int. J. Neural Syst. Diego Castillo-Barnes, Francisco Jesús Martínez-Murcia, Andrés Ortiz García, Diego Salas-Gonzalez, Javier Ramírez, Juan Manuel Górriz
2020	J	`jnl`	Multivariate Pattern Analysis Techniques for Electroencephalography Data to Study Flanker Interference Effects. Int. J. Neural Syst. David López-García, Alberto Sobrado, José M. G. Peñalver, Juan Manuel Górriz, María Ruz
2020	J	`jnl`	Optimized One vs One Approach in Multiclass Classification for Early Alzheimer's Disease and Mild Cognitive Impairment Diagnosis. IEEE Access Carmen Jimenez-Mesa, Ignacio Álvarez Illán, Alberto Martín-Martín, Diego Castillo-Barnes, Francisco Jesús Martínez-Murcia, Javier Ramírez, Juan Manuel Górriz
2020	J	`jnl`	Studying the Manifold Structure of Alzheimer's Disease: A Deep Learning Approach Using Convolutional Autoencoders. IEEE J. Biomed. Health Informatics Francisco Jesús Martínez-Murcia, Andrés Ortiz, Juan Manuel Górriz, Javier Ramírez, Diego Castillo-Barnes
2020	J	`jnl`	Uncertainty-driven ensembles of deep architectures for multiclass classification. Application to COVID-19 diagnosis in chest X-ray images. CoRR Juan Eloy Arco, Andrés Ortiz, Javier Ramírez, Francisco Jesús Martínez-Murcia, Yu-Dong Zhang, Juan Manuel Górriz
2019	J	`jnl`	A Machine Learning Approach to Reveal the NeuroPhenotypes of Autisms. Int. J. Neural Syst. Juan Manuel Górriz, Javier Ramírez, Fermín Segovia, Francisco Jesús Martínez-Murcia, Meng-Chuan Lai, Michael V. Lombardo, Simon Baron-Cohen, John Suckling
2019	J	`jnl`	Assisted Diagnosis of Parkinsonism Based on the Striatal Morphology. Int. J. Neural Syst. Fermín Segovia, Juan Manuel Górriz, Javier Ramírez, Francisco Jesús Martínez-Murcia, Diego Castillo-Barnes
2019	—	`conf`	Comparison Between Affine and Non-affine Transformations Applied to I ^[123] [ 123 ] -FP-CIT SPECT Images Used for Parkinson's Disease Diagnosis. IWINAC (1) Diego Castillo-Barnes, Francisco Jesús Martínez-Murcia, Fermín Segovia, Ignacio A. Illán, Diego Salas-Gonzalez, Juan Manuel Górriz, Javier Ramírez
2019	J	`jnl`	Empirical Functional PCA for 3D Image Feature Extraction Through Fractal Sampling. Int. J. Neural Syst. Andrés Ortiz, Jorge Munilla, Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Javier Ramírez
2019	J	`jnl`	Label aided deep ranking for the automatic diagnosis of Parkinsonian syndromes. Neurocomputing Andrés Ortiz, Francisco Jesús Martínez-Murcia, Jorge Munilla, Juan Manuel Górriz, Javier Ramírez
2019	—	`conf`	Multivariate Pattern Analysis of Electroencephalography Data in a Demand-Selection Task. IWINAC (1) David López-García, Alberto Sobrado, J. M. González-Peñalver, Juan Manuel Górriz, María Ruz
2019	J	`jnl`	On the computation of distribution-free performance bounds: Application to small sample sizes in neuroimaging. Pattern Recognit. Juan Manuel Górriz, Javier Ramírez, MRC AIMS Consortium, John Suckling
2019	J	`jnl`	Parkinson's Disease Detection Using Isosurfaces-Based Features and Convolutional Neural Networks. Frontiers Neuroinformatics Andrés Ortiz, Jorge Munilla, Manuel Martínez-Ibañez, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez
2019	—	`conf`	Periodogram Connectivity of EEG Signals for the Detection of Dyslexia. IWINAC (1) 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
2019	J	`jnl`	Statistical Agnostic Mapping: a Framework in Neuroimaging based on Concentration Inequalities. CoRR Juan Manuel Górriz, et al.
2019	—	`conf`	Support Vector Machine Failure in Imbalanced Datasets. IWINAC (1) Ignacio A. Illán, Juan Manuel Górriz, Javier Ramírez, Francisco Jesús Martínez-Murcia, Diego Castillo-Barnes, Fermín Segovia, Diego Salas-González
2019	J	`jnl`	Unilateral sensorineural hearing loss identification based on double-density dual-tree complex wavelet transform and multinomial logistic regression. Integr. Comput. Aided Eng. Shuihua Wang, Yudong Zhang, Ming Yang, Bin Liu, Javier Ramírez, Juan Manuel Górriz
2018	Misc	`conf`	3D Gabor Filters for Chest Segmentation in DCE-MRI. HAIS Ignacio A. Illán, J. Perez Matos, Javier Ramírez, Juan Manuel Górriz, Simon Y. Foo, Anke Meyer-Baese
2018	J	`jnl`	Automated non-mass enhancing lesion detection and segmentation in breast DCE-MRI. CoRR Ignacio Álvarez Illán, Javier Ramírez, Juan Manuel Górriz, Katja Pinker-Domenig, Anke Meyer-Baese
2018	—	`conf`	Classification Improvement for Parkinson's Disease Diagnosis Using the Gradient Magnitude in DaTSCAN SPECT Images. SOCO-CISIS-ICEUTE Diego Castillo-Barnes, Fermín Segovia, Francisco Jesús Martínez-Murcia, Diego Salas-Gonzalez, Javier Ramírez, Juan Manuel Górriz
2018	J	`jnl`	Convolutional Neural Networks for Neuroimaging in Parkinson's Disease: Is Preprocessing Needed? Int. J. Neural Syst. Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Javier Ramírez Perez de Inestrosa, Andrés Ortiz
2018	—	`conf`	Deep Convolutional Autoencoders vs PCA in a Highly-Unbalanced Parkinson's Disease Dataset: A DaTSCAN Study. SOCO-CISIS-ICEUTE Francisco Jesús Martínez-Murcia, Andrés Ortiz, Juan Manuel Górriz, Javier Ramírez, Diego Castillo-Barnes, Diego Salas-Gonzalez, Fermín Segovia
2018	—	`conf`	Retinal Blood Vessel Segmentation by Multi-channel Deep Convolutional Autoencoder. SOCO-CISIS-ICEUTE Andrés Ortiz, Javier Ramírez, Ricardo Cruz-Arándiga, María J. García-Tarifa, Francisco Jesús Martínez-Murcia, Juan Manuel Górriz
2018	J	`jnl`	Robust Ensemble Classification Methodology for I123-Ioflupane SPECT Images and Multiple Heterogeneous Biomarkers in the Diagnosis of Parkinson's Disease. Frontiers Neuroinformatics Diego Castillo-Barnes, Javier Ramírez, Fermín Segovia, Francisco Jesús Martínez-Murcia, Diego Salas-Gonzalez, Juan Manuel Górriz
2018	—	`conf`	Using Early Acquisitions of Amyloid-PET as a Surrogate of FDG-PET: A Machine Learning Based Approach. PRNI Fermín Segovia, Juan Manuel Górriz, Javier Ramírez, Francisco Jesús Martínez-Murcia, Diego Castillo-Barnes, R. Sanchez-Vano, Pablo Sopena-Novales, Manuel Gómez-Río
2017	—	`conf`	A 3D Convolutional Neural Network Approach for the Diagnosis of Parkinson's Disease. IWINAC (1) Francisco Jesús Martínez-Murcia, Andrés Ortiz, Juan Manuel Górriz, Javier Ramírez, Fermín Segovia, Diego Salas-Gonzalez, Diego Castillo-Barnes, Ignacio A. Illán
2017	J	`jnl`	A Heavy Tailed Expectation Maximization Hidden Markov Random Field Model with Applications to Segmentation of MRI. Frontiers Neuroinformatics Diego Castillo-Barnes, Ignacio Peis, Francisco Jesús Martínez-Murcia, Fermín Segovia, Ignacio A. Illán, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez
2017	Misc	`conf`	A proposed computer-aided diagnosis system for Parkinson's disease classification using ATSIP Abdelbasset Brahim, Laila Khedher, Juan Manuel Górriz, Javier Ramírez, Hechmi Toumi, Eric Lespessailles, Rachid Jennane, Mohammed El Hassouni
2017	J	`jnl`	A semi-supervised learning approach for model selection based on class-hypothesis testing. Expert Syst. Appl. 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
2017	—	`conf`	Analysis of 18F-DMFP-PET data using Hidden Markov Random Field and the Gaussian distribution to assist the diagnosis of Parkinsonism. Computer-Aided Diagnosis Fermín Segovia, Diego Salas-Gonzalez, Juan Manuel Górriz, Javier Ramírez, Francisco Jesús Martínez-Murcia
2017	—	`conf`	Automatic Separation of Parkinsonian Patients and Control Subjects Based on the Striatal Morphology. IWINAC (1) Fermín Segovia, Juan Manuel Górriz, Javier Ramírez, Francisco Jesús Martínez-Murcia, Diego Castillo-Barnes, Ignacio A. Illán, Andrés Ortiz, Diego Salas-Gonzalez
2017	—	`conf`	Case-Based Statistical Learning: A Non Parametric Implementation Applied to SPECT Images. IWINAC (1) Juan Manuel Górriz, Javier Ramírez, Francisco Jesús Martínez-Murcia, Ignacio A. Illán, Fermín Segovia, Diego Salas-González, Andrés Ortiz
2017	J	`jnl`	Case-Based Statistical Learning: A Non-Parametric Implementation With a Conditional-Error Rate SVM. IEEE Access Juan Manuel Górriz, Javier Ramírez, John Suckling, Ignacio Álvarez Illán, Andrés Ortiz García, Francisco Jesús Martínez-Murcia, Fermín Segovia, Diego Salas-Gonzalez, Shuihua Wang
2017	—	`conf`	Case-based statistical learning applied to SPECT image classification. Computer-Aided Diagnosis Juan Manuel Górriz, Javier Ramírez, Ignacio A. Illán, Francisco Jesús Martínez-Murcia, Fermín Segovia, Diego Salas-Gonzalez, Andrés Ortiz
2017	J	`jnl`	Construction and Analysis of Weighted Brain Networks from SICE for the Study of Alzheimer's Disease. Frontiers Neuroinformatics Jorge Munilla, Andrés Ortiz, Juan Manuel Górriz, Javier Ramírez, Alzheimer's Disease Neuroimaging Initiative
2017	—	`conf`	Evaluating Alzheimer's Disease Diagnosis Using Texture Analysis. MIUA Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Javier Ramírez, Fermín Segovia, Diego Salas-Gonzalez, Diego Castillo-Barnes, Ignacio A. Illán, Andrés Ortiz
2017	J	`jnl`	Functional Brain Imaging Synthesis Based on Image Decomposition and Kernel Modeling: Application to Neurodegenerative Diseases. Frontiers Neuroinformatics Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Javier Ramírez, Ignacio A. Illán, Fermín Segovia, Diego Castillo-Barnes, Diego Salas-Gonzalez
2017	J	`jnl`	Independent Component Analysis-Support Vector Machine-Based Computer-Aided Diagnosis System for Alzheimer's with Visual Support. Int. J. Neural Syst. Laila Khedher, Ignacio Álvarez, Juan Manuel Górriz, Javier Ramírez, Abdelbasset Brahim, Anke Meyer-Baese
2017	—	`conf`	Learning Longitudinal MRI Patterns by SICE and Deep Learning: Assessing the Alzheimer's Disease Progression. MIUA Andrés Ortiz, Jorge Munilla, Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Javier Ramírez
2017	J	`jnl`	Multivariate Analysis of 18F-DMFP PET Data to Assist the Diagnosis of Parkinsonism. Frontiers Neuroinformatics 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
2017	—	`conf`	On a Heavy-Tailed Intensity Normalization of the Parkinson's Progression Markers Initiative Brain Database. IWINAC (1) Diego Castillo-Barnes, Carlos Arenas, Fermín Segovia, Francisco Jesús Martínez-Murcia, Ignacio A. Illán, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez
2017	J	`jnl`	P300 brainwave extraction from EEG signals: An unsupervised approach. Expert Syst. Appl. Victor de Lafuente, Juan Manuel Górriz, Javier Ramírez, Eduardo Gonzalez
2017	—	`conf`	Preliminary Study on Unilateral Sensorineural Hearing Loss Identification via Dual-Tree Complex Wavelet Transform and Multinomial Logistic Regression. IWINAC (1) Shuihua Wang, Yudong Zhang, Ming Yang, Bin Liu, Javier Ramírez, Juan Manuel Górriz
2017	—	`conf`	Tree-Based Ensemble Learning Techniques in the Analysis of Parkinsonian Syndromes. MIUA 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
2016	J	`jnl`	A Structural Parametrization of the Brain Using Hidden Markov Models-Based Paths in Alzheimer's Disease. Int. J. Neural Syst. Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Javier Ramírez, Andrés Ortiz
2016	—	`conf`	Assisting the Diagnosis of Neurodegenerative Disorders Using Principal Component Analysis and TensorFlow. SOCO-CISIS-ICEUTE Fermín Segovia, Marcelo García-Pérez, Juan Manuel Górriz, Javier Ramírez, Francisco Jesús Martínez-Murcia
2016	J	`jnl`	Ensembles of Deep Learning Architectures for the Early Diagnosis of the Alzheimer's Disease. Int. J. Neural Syst. Andrés Ortiz, Jorge Munilla, Juan Manuel Górriz, Javier Ramírez
2016	—	`conf`	Improving short-term prediction from MCI to AD by applying searchlight analysis. ISBI Juan Eloy Arco, Javier Ramírez, Carlos García Puntonet, Juan Manuel Górriz, María Ruz
2016	C	`conf`	Magnetic resonance image classification using nonnegative matrix factorization and ensemble tree learning techniques. MMSP Javier Ramírez, Juan Manuel Górriz, Francisco Jesús Martínez-Murcia, Fermín Segovia, Diego Salas-Gonzalez
2016	—	`conf`	Multiclass classification of PRNI Fermín Segovia, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez
2016	J	`jnl`	Wavelet Entropy and Directed Acyclic Graph Support Vector Machine for Detection of Patients with Unilateral Hearing Loss in MRI Scanning. Frontiers Comput. Neurosci. Shuihua Wang, Ming Yang, Sidan Du, Jiquan Yang, Bin Liu, Juan Manuel Górriz, Javier Ramírez, Ti-Fei Yuan, Yudong Zhang
2015	—	`conf`	A Posterization Strategy for the Registration of [123I]FP-CIT SPECT Brain Images. VISAPP (3) Diego Salas-Gonzalez, Elmar Wolfgang Lang, Juan Manuel Górriz, Javier Ramírez
2015	—	`conf`	A Volumetric Radial LBP Projection of MRI Brain Images for the Diagnosis of Alzheimer's Disease. IWINAC (1) Francisco Jesús Martínez-Murcia, Andrés Ortiz, Juan Manuel Górriz, Javier Ramírez, I. Álvarez Illán
2015	—	`conf`	Automated Diagnosis of Alzheimer's Disease by Integrating Genetic Biomarkers and Tissue Density Information. IWINAC (1) Andrés Ortiz, Miguel Moreno-Estévez, Juan Manuel Górriz, Javier Ramírez, María J. García-Tarifa, Jorge Munilla, Nuria Haba
2015	J	`jnl`	Building a FP-CIT SPECT Brain Template Using a Posterization Approach. Neuroinformatics Diego Salas-Gonzalez, Juan Manuel Górriz, Javier Ramírez, Ignacio Álvarez Illán, Pablo Padilla, Francisco Jesús Martínez-Murcia, Elmar Wolfgang Lang
2015	J	`jnl`	Digital image analysis for automatic enumeration of malaria parasites using morphological operations. Expert Syst. Appl. Juan Eloy Arco, Juan Manuel Górriz, Javier Ramírez, Ignacio Álvarez, Carlos García Puntonet
2015	J	`jnl`	Distinguishing Parkinson's disease from atypical parkinsonian syndromes using PET data and a computer system based on support vector machines and Bayesian networks. Frontiers Comput. Neurosci. Fermín Segovia, Ignacio Álvarez Illán, Juan Manuel Górriz, Javier Ramírez, Axel Rominger, Johannes Levin
2015	J	`jnl`	Early diagnosis of Alzheimer's disease based on partial least squares, principal component analysis and support vector machine using segmented MRI images. Neurocomputing Laila Khedher, Javier Ramírez, Juan Manuel Górriz, Abdelbasset Brahim, Fermín Segovia
2015	J	`jnl`	Exploratory graphical models of functional and structural connectivity patterns for Alzheimer's Disease diagnosis. Frontiers Comput. Neurosci. Andrés Ortiz, Jorge Munilla, Ignacio Álvarez Illán, Juan Manuel Górriz, Javier Ramírez
2015	—	`conf`	Independent Component Analysis-Based Classification of Alzheimer's Disease from Segmented MRI Data. IWINAC (1) Laila Khedher, Javier Ramírez, Juan Manuel Górriz, Abdelbasset Brahim, I. Álvarez Illán
2015	—	`conf`	Intensity Normalization of 123 I-ioflupane-SPECT Brain Images Using a Model-Based Multivariate Linear Regression Approach. IWINAC (1) Abdelbasset Brahim, Juan Manuel Górriz, Javier Ramírez, Laila Khedher
2015	J	`jnl`	Intensity normalization in the analysis of functional DaTSCAN SPECT images: The α-stable distribution-based normalization method vs other approaches. Neurocomputing Pablo Padilla, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez, Ignacio Álvarez Illán
2015	—	`conf`	Study of the Histogram of the Hippocampus in MRI Using the α-stable Distribution. IWBBIO (1) Diego Salas-Gonzalez, Oliver Horeth, Elmar Wolfgang Lang, Juan Manuel Górriz, Javier Ramírez
2014	—	`conf`	A simplified QRS decision stage based on the DFT coefficients. EUSIPCO Juan Manuel Górriz, Javier Ramírez, Alberto Olivares, I. A. Ilian, Diego Salas-Gonzalez, Carlos García Puntonet, Pablo Padilla
2014	—	`conf`	Affine registration of [123I]FP-CIT SPECT brain images. InMed Diego Salas-Gonzalez, Juan Manuel Górriz, Javier Ramírez, Ignacio A. Illán, Pablo Padilla, Francisco Jesús Martínez-Murcia, Elmar Wolfgang Lang
2014	B	`conf`	Applications of Gaussian mixture models and mean squared error within DatSCAN SPECT imaging. ICIP Abdelbasset Brahim, Javier Ramírez, Juan Manuel Górriz, Laila Khedher
2014	—	`conf`	Automatic classification of segmented MRI data combining Independent Component Analysis and Support Vector Machines. InMed Laila Khedher, Javier Ramírez, Juan Manuel Górriz, Abdelbasset Brahim
2014	J	`jnl`	Automatic detection of Parkinsonism using significance measures and component analysis in DaTSCAN imaging. Neurocomputing Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Javier Ramírez, Ignacio Álvarez Illán, Andrés Ortiz
2014	—	`conf`	Gated Sensor Fusion: A way to Improve the Precision of Ambulatory Human Body Motion Estimation. InMed Alberto Olivares, Juan Manuel Górriz, Javier Ramírez, Gonzalo Olivares
2014	J	`jnl`	Identifying endophenotypes of autism: a multivariate approach. Frontiers Comput. Neurosci. Fermín Segovia, Rosemary Holt, Michael D. Spencer, Juan Manuel Górriz, Javier Ramírez, Carlos García Puntonet, Christophe Phillips, Lindsay Chura, Simon Baron-Cohen, John Suckling
2014	—	`conf`	Linear intensity normalization of DaTSCAN images using Mean Square Error and a model-based clustering approach. InMed Abdelbasset Brahim, Juan Manuel Górriz, Javier Ramírez, Laila Khedher
2014	—	`conf`	Multimodal image data fusion for Alzheimer's Disease diagnosis by sparse representation. InMed Andrés Ortiz, Daniel Fajardo, Juan Manuel Górriz, Javier Ramírez, Francisco Jesús Martínez-Murcia
2014	—	`conf`	Projecting MRI brain images for the detection of Alzheimer's Disease. InMed Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Javier Ramírez, Ignacio Álvarez Illán, Diego Salas-Gonzalez, Fermín Segovia
2014	J	`jnl`	Spatial component analysis of MRI data for Alzheimer's disease diagnosis: a Bayesian network approach. Frontiers Comput. Neurosci. Ignacio Álvarez Illán, Juan Manuel Górriz, Javier Ramírez, Anke Meyer-Baese
2014	—	`conf`	Statistical Significance in the Selection of the Regions of Interest for Parkinson Brain Image Processing. InMed Pablo Padilla, Javier Ramírez, Juan Manuel Górriz, Diego Salas-Gonzalez, Ignacio Álvarez Illán
2014	—	`conf`	Why Using the Alpha-stable Distribution in Neuroimage?. SIGMAP Diego Salas-Gonzalez, Juan Manuel Górriz, Javier Ramírez, Elmar Wolfgang Lang
2013	J	`jnl`	Automatic Determination of Validity of Input Data Used in Ellipsoid Fitting MARG Calibration Algorithms. Sensors Alberto Olivares, Gonzalo Ruiz-García, Gonzalo Olivares, Juan Manuel Górriz, Javier Ramírez
2013	—	`conf`	Automatic Differentiation between Alzheimer's Disease and Mild Cognitive Impairment Combining PET Data and Psychological Scores. PRNI Fermín Segovia, Christine Bastin, Eric Salmon, Juan Manuel Górriz, Javier Ramírez, Christophe Phillips
2013	—	`conf`	Automatic Orientation of Functional Brain Images for Multiplataform Software. IWINAC (1) Ignacio Álvarez Illán, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez, Francisco Jesús Martínez-Murcia, Fermín Segovia, Carlos García Puntonet
2013	—	`conf`	Automatic ROI Selection Using SOM Modelling in Structural Brain MRI. IWINAC (2) Andrés Ortiz García, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez
2013	—	`conf`	Early Computer Aided Diagnosis of Parkinson's Disease Based on Nearest Neighbor Strategy and striatum Activation Threshold. IWINAC (2) Pablo Padilla, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez, Ignacio Álvarez
2013	J	`jnl`	Improving MRI segmentation with probabilistic GHSOM and multiobjective optimization. Neurocomputing Andrés Ortiz, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez
2013	J	`jnl`	Improving the Convergence Rate in Affine Registration of PET and SPECT Brain Images Using Histogram Equalization. Comput. Math. Methods Medicine Diego Salas-Gonzalez, Juan Manuel Górriz, Javier Ramírez, Pablo Padilla, Ignacio Álvarez Illán
2013	J	`jnl`	LVQ-SVM based CAD tool applied to structural MRI for the diagnosis of the Alzheimer's disease. Pattern Recognit. Lett. Andrés Ortiz, Juan Manuel Górriz, Javier Ramírez, Francisco Jesús Martínez-Murcia
2013	J	`jnl`	Linear intensity normalization of FP-CIT SPECT brain images using the α-stable distribution. NeuroImage Diego Salas-Gonzalez, Juan Manuel Górriz, Javier Ramírez, Ignacio Álvarez Illán, Elmar Wolfgang Lang
2013	J	`jnl`	Segmentation of Brain MRI Using SOM-FCM-Based Method and 3D Statistical Descriptors. Comput. Math. Methods Medicine Andrés Ortiz, Antonio Andrés Palacio Soler, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez
2013	—	`conf`	Texture Features Based Detection of Parkinson's Disease on DaTSCAN Images. IWINAC (2) Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Javier Ramírez, I. Álvarez Illán, Carlos García Puntonet
2012	—	`conf`	A Decision Support System for the assisted diagnosis of brain tumors: A feasibility study for EMBC Eleonora Grosso, Míriam López, Christian Salvatore, Francesca Gallivanone, Giuseppe Di Grigoli, Silvia Valtorta, Rosa Maria Moresco, Maria Carla Gilardi, Javier Ramírez, Juan Manuel Górriz, Isabella Castiglioni
2012	B	`conf`	Automatic differentiation between controls and Parkinson's disease DaTSCAN images using a Partial Least Squares scheme and the Fisher Discriminant Ratio. KES Fermín Segovia, Juan Manuel Górriz, Javier Ramírez, Rosa Chaves, I. Álvarez Illán
2012	J	`jnl`	Bilateral symmetry aspects in computer-aided Alzheimer's disease diagnosis by single-photon emission-computed tomography imaging. Artif. Intell. Medicine Ignacio Álvarez Illán, Juan Manuel Górriz, Javier Ramírez, Elmar Wolfgang Lang, Diego Salas-Gonzalez, Carlos García Puntonet
2012	J	`jnl`	Computer Aided Diagnosis tool for Alzheimer's Disease based on Mann-Whitney-Wilcoxon U-Test. Expert Syst. Appl. Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Javier Ramírez, Carlos García Puntonet, Diego Salas-Gonzalez
2012	J	`jnl`	Detection of (In)activity Periods in Human Body Motion Using Inertial Sensors: A Comparative Study. Sensors Alberto Olivares, Javier Ramírez, Juan Manuel Górriz, Gonzalo Olivares, Miguel Damas
2012	J	`jnl`	Effective diagnosis of Alzheimer's disease by means of large margin-based methodology. BMC Medical Informatics Decis. Mak. Rosa Chaves, Javier Ramírez, Juan Manuel Górriz, Ignacio Álvarez Illán, Manuel Gómez-Río, Cristobal Carnero
2012	B	`conf`	Effective voxel selection method over FDG-PET database based on Association Rules. KES Rosa Chaves, Javier Ramírez, Juan Manuel Górriz, Fermín Segovia
2012	J	`jnl`	Functional brain image classification using association rules defined over discriminant regions. Pattern Recognit. Lett. Rosa Chaves, Javier Ramírez, Juan Manuel Górriz, I. Álvarez Illán
2012	J	`jnl`	NMF-SVM Based CAD Tool Applied to Functional Brain Images for the Diagnosis of Alzheimer's Disease. IEEE Trans. Medical Imaging Pablo Padilla, Míriam López, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez, I. Álvarez Illán
2012	B	`conf`	Optimized segmentation of Brain MRI using GHSOM and evolutive computing. KES Andrés Ortiz, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez
2011	—	`conf`	A Quantitative Study on Acupuncture Effects for Fighting Migraine Using SPECT Images. IWINAC (2) Míriam López, Javier Ramírez, Juan Manuel Górriz, Rosa Chaves, Manuel Gómez-Río
2011	—	`conf`	Bayesian Segmentation of Magnetic Resonance Images Using the HAIS (1) Diego Salas-Gonzalez, Matthias Schlögl, Juan Manuel Górriz, Javier Ramírez, Elmar Wolfgang Lang
2011	—	`conf`	Brain Status Data Analysis by Sliding EMD. IWINAC (2) Angela Zeiler, Rupert Faltermeier, Alexander Brawanski, Ana Maria Tomé, Carlos García Puntonet, Juan Manuel Górriz, Elmar Wolfgang Lang
2011	—	`conf`	Distance Metric Learning as Feature Reduction Technique for the Alzheimer's Disease Diagnosis. IWINAC (2) Rosa Chaves, Javier Ramírez, Juan Manuel Górriz, Diego Salas-Gonzalez, Míriam López
2011	—	`conf`	Effective Diagnosis of Alzheimer's Disease by Means of Distance Metric Learning and Random Forest. IWINAC (2) Rosa Chaves, Javier Ramírez, Juan Manuel Górriz, I. Álvarez Illán, Fermín Segovia, Alberto Olivares
2011	—	`conf`	MRI Brain Image Segmentation with Supervised SOM and Probability-Based Clustering Method. IWINAC (2) Andrés Ortiz, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez
2011	J	`jnl`	Principal component analysis-based techniques and supervised classification schemes for the early detection of Alzheimer's disease. Neurocomputing Míriam López, Javier Ramírez, Juan Manuel Górriz, Ignacio Álvarez, Diego Salas-Gonzalez, Fermín Segovia, Rosa Chaves, Pablo Padilla, Manuel Gómez-Río
2011	J	`jnl`	Two approaches to selecting set of voxels for the diagnosis of Alzheimerʼs disease using brain SPECT images. Digit. Signal Process. Diego Salas-Gonzalez, Juan Manuel Górriz, Javier Ramírez, Ignacio Álvarez, Míriam López, Fermín Segovia, Carlos García Puntonet
2010	—	`conf`	Early Alzheimer's disease diagnosis using partial least squares and random forests. ISBI Javier Ramírez, Juan Manuel Górriz, Fermín Segovia, Rosa Chaves, Diego Salas-Gonzalez, Míriam López, Ignacio Álvarez, Pablo Padilla
2010	—	`conf`	Effective Diagnosis of Alzheimer's Disease by Means of Association Rules. HAIS (1) Rosa Chaves, Javier Ramírez, Juan Manuel Górriz, Míriam López, Diego Salas-Gonzalez, I. Álvarez Illán, Fermín Segovia, Pablo Padilla
2010	—	`conf`	Exploratory Matrix Factorization for PET Image Analysis. HAIS (1) Andreas Kodewitz, Ingo R. Keck, Ana Maria Tomé, Juan Manuel Górriz, Elmar Wolfgang Lang
2010	—	`conf`	Exploring Symmetry to Assist Alzheimer's Disease Diagnosis. HAIS (1) I. Álvarez Illán, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez, Míriam López, Pablo Padilla, Rosa Chaves, Fermín Segovia, Carlos García Puntonet
2010	—	`conf`	NMF-Based Analysis of SPECT Brain Images for the Diagnosis of Alzheimer's Disease. HAIS (1) Pablo Padilla, Juan Manuel Górriz, Javier Ramírez, Elmar Wolfgang Lang, Rosa Chaves, Fermín Segovia, Ignacio Álvarez, Diego Salas-Gonzalez, Míriam López
2010	—	`conf`	Partial Least Squares for Feature Extraction of SPECT Images. HAIS (1) Fermín Segovia, Javier Ramírez, Juan Manuel Górriz, Rosa Chaves, Diego Salas-Gonzalez, Míriam López, Ignacio Álvarez, Pablo Padilla, Carlos García Puntonet
2010	—	`conf`	Selecting Regions of Interest in SPECT Images Using Wilcoxon Test for the Diagnosis of Alzheimer's Disease. HAIS (1) Diego Salas-Gonzalez, Juan Manuel Górriz, Javier Ramírez, Fermín Segovia, Rosa Chaves, Míriam López, I. Álvarez Illán, Pablo Padilla
2010	—	`conf`	Sensor Fusion Adaptive Filtering for Position Monitoring in Intense Activities. HAIS (1) Alberto Olivares, Juan Manuel Górriz, Javier Ramírez, Gonzalo Olivares
2009	J	`jnl`	A Novel LMS Algorithm Applied to Adaptive Noise Cancellation. IEEE Signal Process. Lett. Juan Manuel Górriz, Javier Ramírez, Sergio Antonio Cruces-Alvarez, Carlos García Puntonet, Elmar Wolfgang Lang, Deniz Erdogmus
2009	—	`conf`	Alzheimer's Diagnosis Using Eigenbrains and Support Vector Machines. IWANN (1) Ignacio Álvarez, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez, Míriam López, Fermín Segovia, Carlos García Puntonet, Beatriz Prieto
2009	—	`conf`	Analysis of Brain SPECT Images for the Diagnosis of Alzheimer Disease Using First and Second Order Moments. IWINAC (2) Diego Salas-Gonzalez, Juan Manuel Górriz, Javier Ramírez, Míriam López, Ignacio Álvarez, Fermín Segovia, Carlos García Puntonet
2009	—	`conf`	Classification of SPECT Images Using Clustering Techniques Revisited. IWINAC (2) Juan Manuel Górriz, Javier Ramírez, A. Lassl, Ignacio Álvarez, Fermín Segovia, Diego Salas-Gonzalez, Míriam López
2009	—	`conf`	Computer Aided Diagnosis of Alzheimer's Disease Using Principal Component Analysis and Bayesian Classifiers. ISNN (4) Míriam López, Javier Ramírez, Juan Manuel Górriz, Ignacio Álvarez, Diego Salas-Gonzalez, Fermín Segovia, Carlos García Puntonet
2009	—	`conf`	Effective Detection of the Alzheimer Disease by Means of Coronal NMSE SVM Feature Classification. ISNN (2) Javier Ramírez, Rosa Chaves, Juan Manuel Górriz, Ignacio Álvarez, Diego Salas-Gonzalez, Míriam López, Fermín Segovia
2009	—	`conf`	Functional Brain Image Classification Techniques for Early Alzheimer Disease Diagnosis. IWINAC (2) Javier Ramírez, Rosa Chaves, Juan Manuel Górriz, Ignacio Álvarez, Míriam López, Diego Salas-Gonzalez, Fermín Segovia
2009	—	`conf`	Independent Component Analysis of SPECT Images to Assist the Alzheimer's Disease Diagnosis. ISNN (4) Ignacio Álvarez, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez, Míriam López, Carlos García Puntonet, Fermín Segovia
2009	—	`conf`	SPECT Image Classification Techniques for Computer Aided Diagnosis of the Alzheimer Disease. IWANN (1) Javier Ramírez, Rosa Chaves, Juan Manuel Górriz, Míriam López, Diego Salas-Gonzalez, Ignacio Álvarez, Fermín Segovia
2009	—	`conf`	Selecting Regions of Interest for the Diagnosis of Alzheimer Using Brain SPECT Images. ISNN (3) Diego Salas-Gonzalez, Juan Manuel Górriz, Javier Ramírez, Ignacio Álvarez, Míriam López, Fermín Segovia, Carlos García Puntonet
2009	—	`conf`	Selecting Regions of Interest for the Diagnosis of Alzheimer's Disease in Brain SPECT Images Using Welch's t-Test. IWANN (1) Diego Salas-Gonzalez, Juan Manuel Górriz, Javier Ramírez, Míriam López, Ignacio Álvarez, Fermín Segovia, Carlos García Puntonet
2009	B	`conf`	Skewness as feature for the diagnosis of Alzheimer's disease using SPECT images. ICIP Diego Salas-Gonzalez, Juan Manuel Górriz, Javier Ramírez, Ignacio Álvarez, Míriam López, Fermín Segovia, Manuel Gómez-Río
2009	—	`conf`	Support Vector Machines and Neural Networks for the Alzheimer's Disease Diagnosis Using PCA. IWINAC (2) Míriam López, Javier Ramírez, Juan Manuel Górriz, Ignacio Álvarez, Diego Salas-Gonzalez, Fermín Segovia, Manuel Gómez-Río
2008	—	`conf`	A trade-off between convergence speed and misadjustment for filtering discontinuous speech signals. EUSIPCO Juan Manuel Górriz, Javier Ramírez, Carlos García Puntonet, Sergio Antonio Cruces-Alvarez, Deniz Erdogmus, Elmar Wolfgang Lang
2008	—	`conf`	Automatic Classification System for the Diagnosis of Alzheimer Disease Using Component-Based SVM Aggregations. ICONIP (2) Ignacio Álvarez, Míriam López, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez, Carlos García Puntonet, Fermín Segovia
2008	—	`conf`	Computer Aided Diagnosis of Alzheimer Disease Using Support Vector Machines and Classification Trees. ICONIP (2) Diego Salas-Gonzalez, Juan Manuel Górriz, Javier Ramírez, Míriam López, Ignacio Álvarez, Fermín Segovia, Carlos García Puntonet
2008	—	`conf`	Early Detection of the Alzheimer Disease Combining Feature Selection and Kernel Machines. ICONIP (2) Javier Ramírez, Juan Manuel Górriz, Míriam López, Diego Salas-Gonzalez, Ignacio Álvarez, Fermín Segovia, Carlos García Puntonet
2008	—	`conf`	Effective Emission Tomography Image Reconstruction Algorithms for SPECT Data. ICCS (1) Javier Ramírez, Juan Manuel Górriz, Manuel Gómez-Río, Alejandro Romero, Rosa Chaves, A. Lassl, A. Rodríguez, Carlos García Puntonet, Fabian J. Theis, Elmar Wolfgang Lang
2008	J	`jnl`	Hybridizing sparse component analysis with genetic algorithms for microarray analysis. Neurocomputing Kurt Stadlthanner, Fabian J. Theis, Elmar Wolfgang Lang, Ana Maria Tomé, Carlos García Puntonet, Juan Manuel Górriz
2008	J	`jnl`	Jointly Gaussian PDF-Based Likelihood Ratio Test for Voice Activity Detection. IEEE Trans. Speech Audio Process. Juan Manuel Górriz, Javier Ramírez, Elmar Wolfgang Lang, Carlos García Puntonet
2007	—	`conf`	An Efficient VAD Based on a Generalized Gaussian PDF. NOLISP Oscar Pernía, Juan Manuel Górriz, Javier Ramírez, Carlos García Puntonet, Ignacio Turias
2007	Misc	`conf`	An Efficient VAD Based on a Hang-Over Scheme and a Likelihood Ratio Test. IWANN Oscar Pernía, Juan Manuel Górriz, Javier Ramírez, Carlos García Puntonet, Ignacio Turias
2007	—	`conf`	Higher-order Statistics Interpretation. Application to Power-Quality Characterization. SIGMAP Juan José González de la Rosa, África Luque, Carlos García Puntonet, Juan Manuel Górriz, Antonio Moreno-Muñoz
2007	—	`conf`	Improved Likelihood Ratio Test Detector Using a Jointly Gaussian Probability Distribution Function. IWINAC (2) Oscar Pernía, Juan Manuel Górriz, Javier Ramírez, Carlos García Puntonet, Ignacio Turias
2007	J	`jnl`	Improved Voice Activity Detection Using Contextual Multiple Hypothesis Testing for Robust Speech Recognition. IEEE Trans. Speech Audio Process. Javier Ramírez, José C. Segura, Juan Manuel Górriz, Luz García
2007	—	`conf`	Noisy image processing using the independent component analysis algorithm AMUSE. ANNIIP Salua Nassabay, Ingo R. Keck, Carlos García Puntonet, Juan Manuel Górriz, J. Pérez de Inestroaa, Rubén Martín-Clemente
2007	—	`conf`	Power Transients Characterization and Classification Using Higher-Order Cumulants and Competitive Layers. ICANNGA (1) Juan José González de la Rosa, Antonio Moreno-Muñoz, Isidro Lloret Galiana, Carlos García Puntonet, Juan Manuel Górriz
2007	—	`conf`	Revised Contextual LRT for Voice Activity Detection. ICASSP (4) Javier Ramírez, José C. Segura, Juan Manuel Górriz
2006	Misc	`conf`	C-Means Clustering Applied to Speech Discrimination. International Conference on Computational Science (1) Juan Manuel Górriz, Javier Ramírez, Ignacio Turias, Carlos García Puntonet, Jesús González, Elmar Wolfgang Lang
2006	—	`conf`	Comparison of Two ICA Algorithms in BSS Applied to Non-destructive Vibratory Tests. SEAL Juan José González de la Rosa, Carlos García Puntonet, Rosa Piotrkowski, Antonio Moreno-Muñoz, Juan Manuel Górriz
2006	—	`conf`	Effective Speech/Pause Discrimination Combining Noise Suppression and Fuzzy Logic Rules. ICASSP (1) Rafael Culebras, Javier Ramírez, Juan Manuel Górriz
2006	—	`conf`	Effective Speech/Pause Discrimination Using an Integrated Bispectrum Likelihood Ratio Test. ICASSP (1) Juan Manuel Górriz, Javier Ramírez, José C. Segura, Carlos García Puntonet, Luz García
2006	Misc	`conf`	Fuzzy Logic Speech/Non-speech Discrimination for Noise Robust Speech Processing. International Conference on Computational Science (1) Rafael Culebras, Javier Ramírez, Juan Manuel Górriz, José C. Segura
2006	—	`conf`	Gaialab: A Weblab Project for Digital Communications Distributed Learning. ICASSP (2) Javier Ramírez, José C. Segura, Juan Manuel Górriz, M. Carmen Benítez, Antonio J. Rubio
2006	J	`jnl`	Generalized LRT-Based Voice Activity Detector. IEEE Signal Process. Lett. Juan Manuel Górriz, Javier Ramírez, Carlos García Puntonet, José C. Segura
2006	J	`jnl`	Hard C-means clustering for voice activity detection. Speech Commun. Juan Manuel Górriz, Javier Ramírez, Elmar Wolfgang Lang, Carlos García Puntonet
2006	Misc	`conf`	Independent Component Analysis Applied to Voice Activity Detection. International Conference on Computational Science (1) Juan Manuel Górriz, Javier Ramírez, Carlos García Puntonet, Elmar Wolfgang Lang, Kurt Stadlthanner
2006	—	`conf`	Noise Subspace Fuzzy C-Means Clustering for Robust Speech Recognition. ICCSA (5) Juan Manuel Górriz, Javier Ramírez, José C. Segura, Carlos García Puntonet, J. J. González
2006	—	`conf`	SVM-Enabled Voice Activity Detection. ISNN (2) Javier Ramírez, Pablo Yélamos, Juan Manuel Górriz, Carlos García Puntonet, José C. Segura
2006	Misc	`conf`	Speech Event Detection Using Support Vector Machines. International Conference on Computational Science (1) Pablo Yélamos, Javier Ramírez, Juan Manuel Górriz, Carlos García Puntonet, José C. Segura
2006	J	`jnl`	Speech/non-speech discrimination based on contextual information integrated bispectrum LRT. IEEE Signal Process. Lett. Javier Ramírez, Juan Manuel Górriz, José C. Segura, Carlos García Puntonet, Antonio J. Rubio
2006	Misc	`conf`	Third-Order Spectral Characterization of Termite's Emission Track. International Conference on Computational Science (1) Juan José González de la Rosa, Isidro Lloret Galiana, Carlos García Puntonet, Antonio Moreno-Muñoz, Juan Manuel Górriz
2006	—	`conf`	Two ICA Algorithms Applied to BSS in Non-destructive Vibratory Tests. ICANN (2) Juan José González de la Rosa, Carlos García Puntonet, Rosa Piotrkowski, Isidro Lloret Galiana, Juan Manuel Górriz
2005	J	`jnl`	A Survey of Forecasting Preprocessing Techniques using RNs. Informatica (Slovenia) Juan Manuel Górriz, José Carlos Segura Luna, Carlos García Puntonet, Moisés Salmerón
2005	Misc	`conf`	Analysis of Variance of Three Contrast Functions in a Genetic Algorithm for Non-linear Blind Source Separation. IWANN Fernando Rojas Ruiz, Juan Manuel Górriz, Olga Valenzuela
2005	—	`conf`	Assessing the Performance of Several Fitness Functions in a Genetic Algorithm for Nonlinear Separation of Sources. ICNC (3) Fernando Rojas, Carlos García Puntonet, Juan Manuel Górriz, Olga Valenzuela
2005	—	`conf`	Bispectra Analysis-Based VAD for Robust Speech Recognition. IWINAC (2) Juan Manuel Górriz, Carlos García Puntonet, Javier Ramírez, José C. Segura
2005	—	`conf`	Bispectrum Estimators for Voice Activity Detection and Speech Recognition. NOLISP Juan Manuel Górriz, Carlos García Puntonet, Javier Ramírez, José C. Segura
2005	—	`conf`	Convergence Analysis of a GA-ICA Algorithm. IWINAC (2) Juan Manuel Górriz, Carlos García Puntonet, Fernando Rojas, E. G. Medialdea
2005	—	`conf`	GA-ICA algorithms applied to image processing. WSTST Juan Manuel Górriz, Carlos García Puntonet
2005	—	`conf`	Hybridizing Sparse Component Analysis with Genetic Algorithms for Blind Source Separation. ISBMDA Kurt Stadlthanner, Fabian J. Theis, Carlos García Puntonet, Juan Manuel Górriz, Ana Maria Tomé, Elmar Wolfgang Lang
2005	Misc	`conf`	Matched Filter as Pre-processing Tool for Multi-user Detection in DS-CDMA System. IWANN Otman Chakkor, Carlos García Puntonet, Begoña Pino, Juan Manuel Górriz
2005	—	`conf`	Recognition of Insect Emissions Applying the Discrete Wavelet Transform. ICAPR (1) Carlos García Puntonet, Juan José González de la Rosa, Isidro Lloret Galiana, Juan Manuel Górriz
2005	Misc	`conf`	Simulated Annealing Based-GA Using Injective Contrast Functions for BSS. International Conference on Computational Science (1) Juan Manuel Górriz, Carlos García Puntonet, J. D. Morales, Juan José González de la Rosa
2005	Misc	`conf`	Voice Activity Detection Using Higher Order Statistics. IWANN Juan Manuel Górriz, Javier Ramírez, José C. Segura, Susana Hornillo-Mellado
2004	Misc	`conf`	A Genetic Algorithm for Solving BSS-ICA. WSC Juan Manuel Górriz, Carlos García Puntonet
2004	—	`conf`	Meta-heuristics hybridizing independent component analysis with genetic algorithms. ICECS Juan Manuel Górriz, Carlos García Puntonet, Moisés Salmerón, Elmar Wolfgang Lang
2004	B	`conf`	On-line support vector machines and optimization strategies. ESANN Juan Manuel Górriz, Carlos García Puntonet, Moisés Salmerón, Julio Ortega
2003	J	`jnl`	Time Series Prediction using ICA Algorithms. Int. J. Comput. Juan Manuel Górriz, Carlos García Puntonet, Moisés Salmerón, Elmar Wolfgang Lang