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Abdelbasset BRAHIM
Abdelbasset BRAHIM
Researcher, IMT atlantique
Dirección de correo verificada de inserm.fr - Página principal
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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
2992015
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
1342019
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
902017
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
342020
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
312015
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
282015
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
272018
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
272015
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
242017
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
162021
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
162015
Automatic classification of segmented MRI data combining independent component analysis and support vector machines
L Khedher, J Ramírez, JM Górriz, A Brahim
Innov. Med. Healthc 207, 271-279, 2015
162015
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
82017
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
62019
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
62019
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
62014
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
32014
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
22015
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
22015
Brain imaging biomarker normalization, analysis and classification methods to characterize progression of neurodegenerative diseases
A Brahim
Universidad de Granada, 2016
12016
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Artículos 1–20