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Yazid Cherfa
Affiliation : University of Blida
- 21Publications (affiliation in Algeria)
- 29Total publications
- 217Citations
- 7h-index
Research profile
Yazid Cherfa has 21 indexed publications (2011–2025). Their work appears mainly in “International Journal of Imaging Systems and Technology”, “International Journal of Medical Engineering and Informatics” and “Physical and Engineering Sciences in Medicine”. Their most cited article, “Multi-modality MRI for Alzheimer’s disease detection using deep learning” (2022), has been cited 59 times. 6 of these publications date from the last three years of activity. Their work is co-authored with at least 12 researchers.
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Create my free profile Add my publicationsResearch areas
- Medical Image Segmentation Techniques
- Dementia and Cognitive Impairment Research
- Functional Brain Connectivity Studies
- Handwritten Text Recognition Techniques
- Advanced Neuroimaging Techniques and Applications
Publications (21)
- Diffusion tensor imaging for Alzheimer's disease classification using a bag of features and majority voting
- Segmentation and Classification of Breast Masses From the Whole Mammography Images Using Transfer Learning and BI‐RADS Characteristics
- An interpretable deep learning Bayesian optimized random forest framework for the diagnosis of Parkinson's disease in structural magnetic resonance images
- A CNN and spatial tract-based statistics-based approach for the diagnosis of Alzheimer's disease
- An automated segmentation of coronary artery calcification using deep learning in specific region limitation
- Diffusion tensor imaging for Alzheimer’s disease classification using a bag of features and majority voting
- Multi-modality MRI for Alzheimer’s disease detection using deep learning
- Multimodal magnetic resonance imaging for Alzheimer's disease diagnosis using hybrid features extraction and ensemble support vector machines
- Heart Outer Surface Segmentation from Computed Tomography Images
- Multi-modality MRI fusion for Alzheimer’s disease detection using deep learning
- Automatic brain tumor segmentation for a computer‐aided diagnosis system
- Machine learning for coronary artery calcification detection and labeling using only native computer tomography
- Automatic glaucoma screening using optic nerve head measurements and random forest classifier on fundus images
- Hybrid method combining superpixel, supervised learning, and random walk for glioma segmentation
- Non-proliferative diabetic retinopathy detection using mathematical morphology
- A new efficient binarization method: application to degraded historical document images
- ISauvola: Improved Sauvola’s Algorithm for Document Image Binarization
- SEGMENTATION OF BRAIN MRIs BY SUPPORT VECTOR MACHINE: DETECTION AND CHARACTERIZATION OF STROKES
- An Active Contour Based Method for Image Binarization: Application to Degraded Historical Document Images
- An active contour based method for image binarization: Application to degraded historical document images
- Apports de l’imagerie médicale à la médecine moderne
Publication venues
- International Journal of Imaging Systems and Technology × 5
- International Journal of Medical Engineering and Informatics × 3
- Physical and Engineering Sciences in Medicine × 3
- Medical & Biological Engineering & Computing × 1
- International Conference on Image and Signal Processing and their Applications (ISPA) × 1
- Research Square × 1
Publications per year
- 20251
- 20243
- 20232
- 20224
- 20212
- 20202
- 20181
- 20171
- 20161
- 20151
Collaborations
Partner institutions : Centre de Recherche sur l'Information Scientifique et Technique · Centre de Développement des Technologies Avancées
Co-authors
- Assia Bouzouad Cherfa
- Noureddine Belkhamsa
- Latifa Houria
- Zineb Hadjadj
- Asmae Mama Zair
- Mohamed Bouacheria
- Abdelkrim Meziane
- F. Alim-Ferhat
- Hayette Oudjer
- Mohammed Abdelaziz
- Insaf Setitra
- Linda Ait Mohammed
Bibliographic data from OpenAlex (open database).
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