Mouloud Adel

Orcid: 0000-0003-2840-0172

According to our database1, Mouloud Adel authored at least 45 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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On csauthors.net:

Bibliography

2024
Tensor Kernel Learning for Classification of Alzheimer's Conditions using Multimodal Data.
Proceedings of the International Conference on Multimedia Analysis and Pattern Recognition, 2024

Enhancing Depression Diagnosis Using FDG-PET Images with HyperGraphs.
Proceedings of the 32nd European Signal Processing Conference, 2024

Wasserstein-Based Distance for Constructing Multi-Scale Individual Brain Networks from FDG-PET Images: Application to Alzheimer's Disease Diagnosis.
Proceedings of the 32nd European Signal Processing Conference, 2024

2023
AutoEncoder-based Feature Ranking for Predicting Mild Cognitive Impairment Conversion using FDG-PET Images.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2023

Dynamic Time Warping-based distance for constructing individual brain networks from FDG-PET Images: Application to Alzheimer's Disease.
Proceedings of the Twelfth International Conference on Image Processing Theory, 2023

2022
Bladder Wall Segmentation and Characterization on MR Images: Computer-Aided Spina Bifida Diagnosis.
J. Imaging, 2022

Generation of synthetic CT with Deep Learning for Magnetic Resonance Guided Radiotherapy.
Proceedings of the 16th International Conference on Signal-Image Technology & Internet-Based Systems, 2022

C-Atlas: A Brain Mapping based on FDG-PET Images for Alzheimer's Disease Diagnosis.
Proceedings of the RIVF International Conference on Computing and Communication Technologies, 2022

Temperature Estimation in Fusion Devices using Machine Learning techniques on Infrared Specular Synthetic Data.
Proceedings of the 14th IEEE Image, Video, and Multidimensional Signal Processing Workshop, 2022

Comparison of GWO-SVM and Random Forest Classifiers in a LevelSet based approach for Bladder wall segmentation and characterisation using MR images.
Proceedings of the Eleventh International Conference on Image Processing Theory, 2022

Blood Potassium Concentration Estimation on Electrocardiogram Signals Using Machine Learning Techniques.
Proceedings of the 7th International Conference on Frontiers of Signal Processing, 2022

2021
Multi-View Separable Pyramid Network for AD Prediction at MCI Stage by <sup>18</sup>F-FDG Brain PET Imaging.
IEEE Trans. Medical Imaging, 2021

Improving Image Quality In Low-Field MRI With Deep Learning.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

2020
Channel Characterization and Modeling for Optical Wireless Body-Area Networks.
IEEE Open J. Commun. Soc., 2020

Performance Analysis of Optical Intra-WBAN Links.
Proceedings of the 12th International Symposium on Communication Systems, 2020

2019
Multilevel Feature Representation of FDG-PET Brain Images for Diagnosing Alzheimer's Disease.
IEEE J. Biomed. Health Informatics, 2019

Multiscale spatial gradient features for <sup>18</sup>F-FDG PET image-guided diagnosis of Alzheimer's disease.
Comput. Methods Programs Biomed., 2019

First and Second Order Gradients for Alzheimer's Disease Diagnosis.
Proceedings of the 5th International Conference on Frontiers of Signal Processing, 2019

2018
Alzheimer'S Disease Diagnosis with FDG-PET Brain Images By Using Multi-Level Features.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017
Reinforced confidence in self-training for a semi-supervised medical data classification.
Int. J. Appl. Pattern Recognit., 2017

2016
Brain region ranking for 18FDG-PET computer-aided diagnosis of Alzheimer's disease.
Biomed. Signal Process. Control., 2016

Classification of positron emission tomography brain images using first and second derivative features.
Proceedings of the 6th European Workshop on Visual Information Processing, 2016

2015
Segmentation of multispectral images based on band selection by including texture and mutual information.
Biomed. Signal Process. Control., 2015

Region-based brain selection and classification on pet images for Alzheimer's disease computer aided diagnosis.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

A novel feature selection in the case of brain PET image classification.
Proceedings of the 23rd European Signal Processing Conference, 2015

2014
Brain region of interest selection for 18FDG positrons emission tomography computer-aided image classification.
Proceedings of the 4th International Conference on Image Processing Theory, 2014

Special session on Statistical Image analysis for computer-aided detection and diagnosis on medical and biological images (SIA-MBI).
Proceedings of the 4th International Conference on Image Processing Theory, 2014

2013
Automatic Segmentation and Measurement of Vasculature in Retinal Fundus Images Using Probabilistic Formulation.
Comput. Math. Methods Medicine, 2013

Bayesian Method with Spatial Constraint for Retinal Vessel Segmentation.
Comput. Math. Methods Medicine, 2013

Energy minimization-based mixture model for image segmentation.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012
Retinal vessel segmentation using a probabilistic tracking method.
Pattern Recognit., 2012

Multispectral texture characterization: application to computer aided diagnosis on prostatic tissue images.
EURASIP J. Adv. Signal Process., 2012

An automatic tracking method for retinal vascular tree extraction.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2010
Statistical-Based Tracking Technique for Linear Structures Detection: Application to Vessel Segmentation in Medical Images.
IEEE Signal Process. Lett., 2010

Detection of the foveal avascular zone on retinal angiograms using Markov random fields.
Digit. Signal Process., 2010

Texture classification for multi-spectral images using spatial and spectral Gray Level Differences.
Proceedings of the 2nd International Conference on Image Processing Theory Tools and Applications, 2010

A probabilistic based method for tracking vessels in retinal images.
Proceedings of the International Conference on Image Processing, 2010

Spatial and spectral dependance co-occurrence method for multi-spectral image texture classification.
Proceedings of the International Conference on Image Processing, 2010

Bayesian tracking for blood vessel detection in retinal images.
Proceedings of the 18th European Signal Processing Conference, 2010

2009
Statistical-based linear vessel structure detection in medical images.
Proceedings of the International Conference on Image Processing, 2009

2008
Filtering noise on mammographic phantom images using local contrast modification functions.
Image Vis. Comput., 2008

2007
Enhancement of Mammographic Phantom Features by Noise Reduction.
Int. J. Pattern Recognit. Artif. Intell., 2007

Statistical Segmentation of Regions of Interest on a Mammographic Image.
EURASIP J. Adv. Signal Process., 2007

Array Processing Approach for Object Segmentation in Images.
Proceedings of the IEEE International Conference on Acoustics, 2007

2006
Feasibility study of automating breast phantom scoring using image processing techniques.
Proceedings of the Image Processing: Algorithms and Systems IV, 2006


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