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Mehrez Marzougui · SciRah

Researcher profile · Semantic Scholar

Mehrez Marzougui

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Mehrez Marzougui — researcher profile on SciRah

h-index: 17
Works: 49
Citations: 786

Most-cited papers

Performance Analysis of Deep Learning Algorithms in Diagnosis of Malaria Disease
K. Hemachandran, Areej Alasiry, Mehrez Marzougui, Shahid Mohammad Ganie +3 more
2023Diagnostics81 citations Open access
Semantic Scholar
MSRNet: Multiclass Skin Lesion Recognition Using Additional Residual Block Based Fine-Tuned Deep Models Information Fusion and Best Feature Selection
Sobia Bibi, Muhammad Attique Khan, Jamal Hussain Shah, R. Damaševičius +4 more
2023Diagnostics78 citations Open access
Semantic Scholar
A Lane Tracking Method Based on Progressive Probabilistic Hough Transform
Mehrez Marzougui, Areej Alasiry, Yassin Kortli, J. Baili
2020IEEE Access69 citations Open access
Semantic Scholar
SkinNet-INIO: Multiclass Skin Lesion Localization and Classification Using Fusion-Assisted Deep Neural Networks and Improved Nature-Inspired Optimization Algorithm
M. Hussain, Muhammad Attique Khan, R. Damaševičius, Areej Alasiry +3 more
2023Diagnostics54 citations Open access
Semantic Scholar
An Intelligent Diabetic Patient Tracking System Based on Machine Learning for E-Health Applications
Sindhu P. Menon, Prashant Kumar Shukla, Priyanka Sethi, Areej Alasiry +3 more
2023Italian National Conference on Sensors41 citations Open access
Semantic Scholar
D2BOF-COVIDNet: A Framework of Deep Bayesian Optimization and Fusion-Assisted Optimal Deep Features for COVID-19 Classification Using Chest X-ray and MRI Scans
A. Hamza, Muhammad Attique Khan, M. Alhaisoni, Abdullah Al Hejaili +4 more
2022Diagnostics39 citations Open access
Semantic Scholar
Analyzing the Critical Parameters for Implementing Sustainable AI Cloud System in an IT Industry Using AHP-ISM-MICMAC Integrated Hybrid MCDM Model
Manideep Yenugula, S. Goswami, S. Kaliappan, Rengaraj Saravanakumar +4 more
2023Mathematics35 citations Open access
Semantic Scholar
An Integrated Framework of Two-Stream Deep Learning Models Optimal Information Fusion for Fruits Disease Recognition
Unber Zahra, Muhammad Attique Khan, M. Alhaisoni, Areej Alasiry +2 more
2024IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing34 citations Open access
Semantic Scholar
DeepLungNet: An Effective DL-Based Approach for Lung Disease Classification Using CRIs
Naeem Ullah, Mehrez Marzougui, Ijaz Ahmad, S. Chelloug
2023Electronics25 citations Open access
Semantic Scholar
Multiclass skin lesion classification and localziation from dermoscopic images using a novel network-level fused deep architecture and explainable artificial intelligence
Mehak Arshad, Muhammad Attique Khan, N. Almujally, Areej Alasiry +2 more
2025BMC Medical Informatics and Decision Making24 citations Open access
Semantic Scholar
A Survey of Artificial Hummingbird Algorithm and Its Variants: Statistical Analysis, Performance Evaluation, and Structural Reviewing
Mehdi Hosseinzadeh, A. Rahmani, Fatimatelbatoul M. Husari, O. M. Alsalami +3 more
2024Archives of Computational Methods in Engineering22 citations
Semantic Scholar
Fuzzy-Based Unified Decision-Making Technique to Evaluate Security Risks: A Healthcare Perspective
A. Attaallah, Khalil al-Sulbi, Areej Alasiry, Mehrez Marzougui +4 more
2023Mathematics22 citations Open access
Semantic Scholar
Lane Departure detection using image processing techniques
J. Baili, Mehrez Marzougui, A. Sboui, S. Lahouar +3 more
20172017 2nd International Conference on Anti-Cyber Crimes (ICACC)21 citations
Semantic Scholar
Real-Time Polyp Detection From Endoscopic Images Using YOLOv8 With YOLO-Score Metrics for Enhanced Suitability Assessment
Zahid Farooq Khan, Muhammad Ramzan, Mudassar Raza, Muhammad Attique Khan +3 more
2024IEEE Access20 citations Open access
Semantic Scholar
LesionNet: an automated approach for skin lesion classification using SIFT features with customized convolutional neural network
Sarah A. Alzakari, Stephen Ojo, J. Wanliss, Muhammad Umer +4 more
2024Frontiers in Medicine20 citations Open access
Semantic Scholar
A Novel Network-Level Fusion Architecture of Proposed Self-Attention and Vision Transformer Models for Land Use and Land Cover Classification From Remote Sensing Images
Saddaf Rubab, Muhammad Attique Khan, Ameer Hamza, Hussain Mobarak Albarakati +5 more
2024IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing19 citations Open access
Semantic Scholar
Optimizing FCN for devices with limited resources using quantization and sparsity enhancement
Muhammad Faizan-Khan, Nisar Ali, Raja Hashim Ali, Areej Alasiry +3 more
2025Scientific Reports17 citations Open access
Semantic Scholar
An Improved Skin Lesion Boundary Estimation for Enhanced-Intensity Images Using Hybrid Metaheuristics
Shairyar Malik, T. Akram, M. Awais, Muhammad Attique Khan +5 more
2023Diagnostics17 citations Open access
Semantic Scholar
An efficient decision support system for leukemia identification utilizing nature-inspired deep feature optimization
Muhammad Awais, Md. Nazmul Abdal, T. Akram, Areej Alasiry +2 more
2024Frontiers in Oncology13 citations Open access
Semantic Scholar
Design of Super Resolution and Fuzzy Deep Learning Architecture for the Classification of Land Cover and Landsliding Using Aerial Remote Sensing Data
Junaid Ali Khan, Muhammad Attique Khan, M. Al-Khalidi, D. Alhammadi +4 more
2025IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing12 citations Open access
Semantic Scholar
SEMSF-Net: Explainable Squeeze–Excitation Multiscale Fusion Network for Aerial Scene and Coastal Area Recognition Using Remote Sensing Images
Muhammad John Abbas, Muhammad Attique Khan, Ameer Hamza, Shrooq A. Alsenan +4 more
2025IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing11 citations Open access
Semantic Scholar
RETRACTED ARTICLE: A hybrid framework for detection of autism using ConvNeXt-T and embedding clusters
Ayesha Kanwal, Kashif Javed, Sara Ali, Saddaf Rubab +4 more
2023Journal of Supercomputing10 citations
Semantic Scholar
An adaptive deep learning approach based on InBNFus and CNNDen-GRU networks for breast cancer and maternal fetal classification using ultrasound images
Mamuna Fatima, Muhammad Attique Khan, Anwar M. Mirza, Jungpil Shin +4 more
2025Scientific Reports9 citations Open access
Semantic Scholar
Real-Time Investigation of Cross-Technology Interference in Heterogeneous IoT Networks
Shahzad Hassan, Saddaf Rubab, Salman Saadat, Syed Qasim Ali Gardezi +4 more
2023IEEE Access9 citations Open access
Semantic Scholar
A Unified Super-Resolution Framework of Remote-Sensing Satellite Images Classification Based on Information Fusion of Novel Deep Convolutional Neural Network Architectures
H. M. Albarakati, S. ur Rehman, Muhammad Attique Khan, Ameer Hamza +5 more
2024IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing8 citations Open access
Semantic Scholar
A Framework of Faster CRNN and VGG16-Enhanced Region Proposal Network for Detection and Grade Classification of Knee RA
S. Srinivasan, Subathra Gunasekaran, S. Mathivanan, Prabhu Jayagopal +4 more
2023Diagnostics7 citations Open access
Semantic Scholar
Security Test Case Prioritization through Ant Colony Optimization Algorithm
A. Attaallah, Khalil al-Sulbi, Areej Alasiry, Mehrez Marzougui +4 more
2023Computer systems science and engineering7 citations Open access
Semantic Scholar
Coastal and Land Use Land Cover Area Recognition From High-Resolution Remote Sensing Images Using a Novel Multimodal Attention Inception Residual Deep Network
Muhammad Attique Khan, Ameer Hamza, Wardah Ibrar, Leila Jamel +4 more
2025IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing6 citations Open access
Semantic Scholar
ALATT-network: automated LSTM-based framework for classification and monitoring of autism spectrum disorder therapy tasks
Ayesha Kanwal, Kashif Javed, Sara Ali, Muhammad Attique Khan +4 more
2024Signal, Image and Video Processing6 citations
Semantic Scholar
Graph Neural Network for Smartphone Recommendation System: A Sentiment Analysis Approach for Smartphone Rating
Stephen Ojo, Sidra Abbas, Mehrez Marzougui, G. A. Sampedro +3 more
2023IEEE Access6 citations Open access
Semantic Scholar
LiteDenseMoE: An Explainable Lightweight Densely Connected Mixture-of-Experts Network for Aerial Scene Recognition in Low Contrast Remote Sensing Images
Muhammad John Abbas, Muhammad Attique Khan, Ameer Hamza, Shrooq A. Alsenan +4 more
2026IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing5 citations Open access
Semantic Scholar
Deep Learning‐Based Spatial Pattern Modeling for Land Use and Land Cover Classification Using Satellite Imagery
Mehrez Marzougui, Gabriel Avelino R. Sampedro, Ahmad S. Almadhor, Shtwai Alsubai +2 more
2025Meteorological Applications5 citations Open access
Semantic Scholar
Performance of pre-trained deep learning models for land use land cover classification using remote sensing imaging datasets
Irfan Haider, Muhammad Attique Khan, Saleha Masood, S. Algamdi +3 more
2025Environmental Earth Sciences5 citations
Semantic Scholar
DenseIncepS115: a novel network-level fusion framework for Alzheimer's disease prediction using MRI images
Fatima Rauf, Muhammad Attique Khan, Ghassen Ben Brahim, Wardah Abrar +4 more
2024Frontiers in Oncology5 citations Open access
Semantic Scholar
Securing Intelligent Transportation Systems: A Dual-Framework Approach for Privacy Protection and Cybersecurity Using Generative AI
Muhammad Attique Khan, Areej Alasiry, Mehrez Marzougui, Isa Bayhan +4 more
2026IEEE transactions on intelligent transportation systems (Print)4 citations
Semantic Scholar
A Bayesian Backed DeepLabV3+ Customized Hybrid-Depth Framework for Brain Tumor Segmentation and Classification
Muhammad Sami Ullah, Muhammad Attique Khan, Saeed Iqbal, Shrooq A. Alsenan +3 more
2026IEEE Access4 citations Open access
Semantic Scholar
A Resource Optimization Approach Based on Deep Integration of Vision-Motion System for Sustainable Agriculture
Ming-Hao Cheng, Nanshu Zhou, M. Bhatti, Di Li +4 more
2025IEEE transactions on consumer electronics4 citations
Semantic Scholar
An Expert System for Leukocyte Classification using Probabilistic Deep Feature Optimization via Distribution Estimation
Muhammad Awais, T. Akram, Areej Alasiry, Mehrez Marzougui +2 more
2024International Journal of Applied Mathematics and Computer Sciences4 citations Open access
Semantic Scholar
TeleXAI-R: A Real-Time Explainable AI Model for Remote Patient Risk Stratification Using IoT-Integrated Consumer Devices
Jing Yang, Jialin Dai, Xinyi Tang, Muhammad Attique Khan +6 more
2026IEEE transactions on consumer electronics3 citations Open access
Semantic Scholar
DFSNet-VLM: A Hybrid Frequency-Aware and Vision-Language Framework for Remote Sensing Scene Classification and Semantic Image Explanation
Muhammad John Abbas, Muhammad Attique Khan, Ameer Hamza, Shrooq A. Alsenan +4 more
2026IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing3 citations Open access
Semantic Scholar
A secured cloud‐medical data sharing with A‐BRSA and Salp ‐Ant Lion Optimisation Algorithm
A. Binbusayyis, Abed Alanazi, Shtwai Alsubai, Areej Alasiry +4 more
2024CAAI Transactions on Intelligence Technology3 citations Open access
Semantic Scholar
Multimodal brain tumor segmentation and classification based on optimized DeepLabV3 + and fused fire module with self-attention.
Muhammad Sami Ullah, Muhammad Attique Khan, Yunyoung Nam, N. Almujally +4 more
2026European Journal of Medical Research2 citations Open access
Semantic Scholar
Swarm-optimized numerical investigation of dengue fever model
Farhad Muhammad Riaz, R. Ullah, Areej Alasiry, Mehrez Marzougui +1 more
2025Soft Computing - A Fusion of Foundations, Methodologies and Applications2 citations Open access
Semantic Scholar
A multimodal learning and simulation approach for perception in autonomous driving systems
Ahmad S. Almadhor, Abdullah Al Hejaili, Shtwai Alsubai, Mehrez Marzougui +2 more
2026Scientific Reports1 citations Open access
Semantic Scholar
A Trailblazing Framework of Security Assessment for Traffic Data Management
A. Attaallah, Khalil al-Sulbi, Areej Alasiry, Mehrez Marzougui +4 more
2023Intelligent Automation and Soft Computing1 citations Open access
Semantic Scholar
An End-to-End Decoupled Cross-Stream Attention and Hierarchical Fusion Network with Contrastive Loss for Hyperspectral Image Classification
Muhammad John Abbas, Muhammad Attique Khan, Antonio J. Plaza, Irfan Haider +4 more
2026IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing0 citations Open access
Semantic Scholar
Interpretable AI for neural signal decoding in dementia: an EEG ensemble approach to differential diagnosis
Fawad Muhammad, I. Usmani, M. Aamir, Mai Alduailij +2 more
2026Frontiers in Neuroinformatics0 citations Open access
Semantic Scholar
A Hybrid Dynamic Graph Neural Network–XGBoost Framework for Hyperspectral Urban Scene Classification
Hussain Mobarak Albarakati, Ameer Hamza, B. Alabdullah, Areej Alasiry +2 more
2026IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing0 citations Open access
Semantic Scholar
PODE: privacy-enhanced distributed federated learning approach for origin-destination estimation
Sidra Abbas, Gabriel Avelino R. Sampedro, Ahmad S. Almadhor, Mideth B. Abisado +3 more
2024PeerJ Computer Science0 citations Open access
Semantic Scholar

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