Early diagnosis of Alzheimer׳ s disease based on partial least squares, principal component analysis and support vector machine using segmented MRI images L Khedher, J Ramírez, JM Górriz, A Brahim, F Segovia, ... Neurocomputing 151, 139-150, 2015 | 308 | 2015 |
A decision support tool for early detection of knee OsteoArthritis using X-ray imaging and machine learning: Data from the OsteoArthritis Initiative A Brahim, R Jennane, R Riad, T Janvier, L Khedher, H Toumi, ... Computerized Medical Imaging and Graphics 73, 11-18, 2019 | 154 | 2019 |
Independent component analysis-support vector machine-based computer-aided diagnosis system for Alzheimer’s with visual support L Khedher, IA Illán, JM Górriz, J Ramírez, A Brahim, A Meyer-Baese International journal of neural systems 27 (03), 1650050, 2017 | 95 | 2017 |
Graph Fourier transform of fMRI temporal signals based on an averaged structural connectome for the classification of neuroimaging A Brahim, N Farrugia Artificial Intelligence in Medicine 106, 101870, 2020 | 39 | 2020 |
Comparison between Different Intensity Normalization Methods in 123I-Ioflupane Imaging for the Automatic Detection of Parkinsonism A Brahim, J Ramírez, JM Górriz, L Khedher, D Salas-González Plos one 10 (6), e0130274, 2015 | 31 | 2015 |
A. s Disease Neuroimaging Initiative et al.,“Early diagnosis of alzheimer’s disease based on partial least squares, principal component analysis and support vector machine … L Khedher, J Ramırez, JM Górriz, A Brahim, F Segovia Neurocomputing 151, 139-150, 2015 | 31 | 2015 |
Texture analysis using complex wavelet decomposition for knee osteoarthritis detection: Data from the osteoarthritis initiative R Riad, R Jennane, A Brahim, T Janvier, H Toumi, E Lespessailles Computers & Electrical Engineering 68, 181-191, 2018 | 29 | 2018 |
Independent component analysis-based classification of Alzheimer’s disease from segmented MRI data L Khedher, J Ramírez, JM Górriz, A Brahim, IA Illán Artificial Computation in Biology and Medicine: International Work …, 2015 | 28 | 2015 |
Diagnosis of osteoporosis disease from bone X-ray images with stacked sparse autoencoder and SVM classifier Y Nasser, M El Hassouni, A Brahim, H Toumi, E Lespessailles, ... 2017 international conference on advanced technologies for signal and image …, 2017 | 26 | 2017 |
Gradients of connectivity as graph Fourier bases of brain activity G Lioi, V Gripon, A Brahim, F Rousseau, N Farrugia Network Neuroscience 5 (2), 322-336, 2021 | 24 | 2021 |
Automatic classification of segmented MRI data combining independent component analysis and support vector machines L Khedher, J Ramírez, JM Górriz, A Brahim Innovation in Medicine and Healthcare 2014, 271-279, 2014 | 17 | 2014 |
Intensity normalization of DaTSCAN SPECT imaging using a model-based clustering approach A Brahim, JM Górriz, J Ramírez, L Khedher Applied Soft Computing 37, 234-244, 2015 | 16 | 2015 |
A proposed computer-aided diagnosis system for Parkinson's disease classification using123I-FP-CIT imaging A Brahim, L Khedher, JM Górriz, J Ramírez, H Toumi, E Lespessailles, ... 2017 International Conference on Advanced Technologies for Signal and Image …, 2017 | 10 | 2017 |
Knee osteoarthritis detection using power spectral density: Data from the osteoarthritis initiative A Brahim, R Riad, R Jennane Computer Analysis of Images and Patterns: 18th International Conference …, 2019 | 7 | 2019 |
Classification of autism spectrum disorder through the graph fourier transform of fmri temporal signals projected on structural connectome A Brahim, M Hajjam El Hassani, N Farrugia Computer Analysis of Images and Patterns: CAIP 2019 International Workshops …, 2019 | 6 | 2019 |
Linear intensity normalization of DaTSCAN images using Mean Square Error and a model-based clustering approach A Brahim, JM Górriz, J Ramírez, L Khedher Innovation in Medicine and Healthcare 2014, 251-260, 2014 | 6 | 2014 |
Applications of gaussian mixture models and mean squared error within datscan spect imaging A Brahim, J Ramírez, JM Górriz, L Khedher 2014 IEEE International Conference on Image Processing (ICIP), 3617-3621, 2014 | 3 | 2014 |
Correction: Comparison between Different Intensity Normalization Methods in 123I-Ioflupane Imaging for the Automatic Detection of Parkinsonism A Brahim, J Ramírez, JM Górriz, L Khedher, D Salas-Gonzalez Plos one 10 (7), e0135107, 2015 | 2 | 2015 |
Intensity Normalization of 123 I-ioflupane-SPECT Brain Images Using a Model-Based Multivariate Linear Regression Approach A Brahim, JM Górriz, J Ramírez, L Khedher Artificial Computation in Biology and Medicine: International Work …, 2015 | 2 | 2015 |
Brain imaging biomarker normalization, analysis and classification methods to characterize progression of neurodegenerative diseases A Brahim Universidad de Granada, 2016 | 1 | 2016 |