Juan Manuel Górriz

Research.com Recognitions

• 2025 - Research.com Computer Science in Spain Leader Award
• 2022 - Research.com Computer Science in Spain Leader Award

Overview

Best Publications

• Advances in Multimodal Data Fusion in Neuroimaging: Overview, Challenges, and Novel Orientation

  Yu-Dong Zhang;Yu-Dong Zhang;Zhengchao Dong;Shui-Hua Wang;Shui-Hua Wang;Shui-Hua Wang;Xiang Yu

  411
  Citations

• Ensembles of Deep Learning Architectures for the Early Diagnosis of the Alzheimer’s Disease

  Andrés Ortiz;Jorge Munilla;Juan Manuel Górriz;Javier Ramírez

  404
  Citations

• Voice Activity Detection. Fundamentals and Speech Recognition System Robustness

  J. Ramírez;J. M. Górriz;J. C. Segura

  390
  Citations

• Improved Breast Cancer Classification Through Combining Graph Convolutional Network and Convolutional Neural Network

  Yu-Dong Zhang;Yu-Dong Zhang;Suresh Chandra Satapathy;David S. Guttery;Juan Manuel Górriz

  324
  Citations

• Covid-19 Classification by FGCNet with Deep Feature Fusion from Graph Convolutional Network and Convolutional Neural Network.

  Shui Hua Wang;Shui Hua Wang;Shui Hua Wang;Vishnu Varthanan Govindaraj;Juan Manuel Górriz;Juan Manuel Górriz;Xin Zhang

  323
  Citations

• Early diagnosis of Alzheimer׳s disease based on partial least squares, principal component analysis and support vector machine using segmented MRI images

  Laila Khedher;Javier Ramírez;Juan Manuel Górriz;Abdelbasset Brahim

  295
  Citations

• Artificial intelligence within the interplay between natural and artificial computation: Advances in data science, trends and applications

  Juan M. Górriz;Juan M. Górriz;Javier Ramírez;Andrés Ortíz;Francisco J. Martínez-Murcia

  281
  Citations

• Studying the Manifold Structure of Alzheimer's Disease: A Deep Learning Approach Using Convolutional Autoencoders

  Francisco J. Martinez-Murcia;Andres Ortiz;Juan-Manuel Gorriz;Javier Ramirez

  228
  Citations

• Computer-aided diagnosis of Alzheimer's type dementia combining support vector machines and discriminant set of features

  J. RamíRez;J. M. GóRriz;D. Salas-Gonzalez;A. Romero

  223
  Citations

• Advances in Data Preprocessing for Biomedical Data Fusion: An Overview of the Methods, Challenges, and Prospects

  Shuihua Wang;M. Emre Celebi;Yu-Dong Zhang;Xiang Yu

  215
  Citations

• NMF-SVM Based CAD Tool Applied to Functional Brain Images for the Diagnosis of Alzheimer's Disease

  P. Padilla;M. Lopez;J. M. Gorriz;J. Ramirez

  215
  Citations

• Brain connectivity analysis: a short survey

  E. W. Lang;A. M. Tomé;I. R. Keck;J. M. Górriz-Sáez

  198
  Citations

• 18F-FDG PET imaging analysis for computer aided Alzheimer's diagnosis

  I. A. Illán;J. M. Górriz;J. Ramírez;D. Salas-Gonzalez

  192
  Citations

• Principal component analysis-based techniques and supervised classification schemes for the early detection of Alzheimer's disease

  M. López;J. Ramírez;J. M. Górriz;I. Álvarez

  191
  Citations

• Multivariate Approach for Alzheimer's Disease Detection Using Stationary Wavelet Entropy and Predator-Prey Particle Swarm Optimization.

  Yudong Zhang;Shuihua Wang;Yuxiu Sui;Ming Yang

  170
  Citations

• Applications of deep learning techniques for automated multiple sclerosis detection using magnetic resonance imaging: A review.

  Afshin Shoeibi;Marjane Khodatars;Mahboobeh Jafari;Parisa Moridian

  170
  Citations

• SVM-based computer-aided diagnosis of the Alzheimer's disease using t-test NMSE feature selection with feature correlation weighting

  R. Chaves;J. Ramírez;J.M. Górriz;M. López

  168
  Citations

• Automatic Diagnosis of Schizophrenia in EEG Signals Using CNN-LSTM Models

  Afshin Shoeibi;Delaram Sadeghi;Parisa Moridian;Navid Ghassemi

  165
  Citations

• A Novel LMS Algorithm Applied to Adaptive Noise Cancellation

  J.M. Gorriz;J. Ramirez;S. Cruces-Alvarez;C.G. Puntonet

  149
  Citations

• NAGNN: Classification of COVID-19 based on neighboring aware representation from deep graph neural network

  Siyuan Lu;Ziquan Zhu;Juan Manuel Gorriz;Shui-Hua Wang

  148
  Citations

• An Overview on Artificial Intelligence Techniques for Diagnosis of Schizophrenia Based on Magnetic Resonance Imaging Modalities: Methods, Challenges, and Future Works.

  Delaram Sadeghi;Afshin Shoeibi;Navid Ghassemi;Parisa Moridian

  145
  Citations

• SVM-based CAD System for Early Detection of the Alzheimer's Disease Using Kernel PCA and LDA

  M.M. López;J. Ramírez;J.M. Górriz;I. Álvarez

  139
  Citations

• Computer aided diagnosis system for the Alzheimer's disease based on partial least squares and random forest SPECT image classification

  J. Ramírez;J.M. Górriz;F. Segovia;R. Chaves

  138
  Citations