Abdelbasset Brahim
Abdelbasset Brahim
Researcher, IMT atlantique
Dirección de correo verificada de imt-atlantique.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
2052015
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
592017
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
322019
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 (6), e0130274, 2015
222015
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
202015
Independent component analysis-based classification of Alzheimer’s disease from segmented MRI data
L Khedher, J Ramírez, JM Górriz, A Brahim, IA Illán
International Work-Conference on the Interplay between Natural and …, 2015
162015
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
142017
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 207, 271, 2014
142014
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
132015
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
122018
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
62020
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
62017
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 207, 251, 2015
62015
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
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
22021
Classification of autism spectrum disorder through the graph fourier transform of fMRI temporal signals projected on structural connectome
A Brahim, MH El Hassani, N Farrugia
International Conference on Computer Analysis of Images and Patterns, 45-55, 2019
22019
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
International Work-Conference on the Interplay Between Natural and …, 2015
22015
Knee Osteoarthritis Detection Using Power Spectral Density: Data from the OsteoArthritis Initiative
A Brahim, R Riad, R Jennane
International Conference on Computer Analysis of Images and Patterns, 480-487, 2019
12019
Braim imaging biomaker normalization, analysis and classification methods to characterize the progression of neurodegenerative diseases
A Brahim
Universidad de Granada, 2016
12016
Correction: Comparison between Different Intensity Normalization Methods in 123 I-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
12015
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Artículos 1–20