Mohammed Ghazal
Orcid: 0000-0002-9045-6698
According to our database1,
Mohammed Ghazal
authored at least 177 papers
between 2005 and 2024.
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Bibliography
2024
AI-based methods for detecting and classifying age-related macular degeneration: a comprehensive review.
Artif. Intell. Rev., September, 2024
A Clinically Explainable AI-Based Grading System for Age-Related Macular Degeneration Using Optical Coherence Tomography.
IEEE J. Biomed. Health Informatics, April, 2024
Pattern Recognit., 2024
Towards early forest fire detection and prevention using AI-powered drones and the IoT.
Internet Things, 2024
Advanced OCTA imaging segmentation: Unsupervised, non-linear retinal vessel detection using modified self-organizing maps and joint MGRF modeling.
Comput. Methods Programs Biomed., 2024
Artificial Intelligence-Based Kidney Segmentation With Modified Cycle-Consistent Generative Adversarial Network and Appearance-Based Shape Prior.
IEEE Access, 2024
A Novel Machine Learning Approach for Predicting Neoadjuvant Chemotherapy Response in Breast Cancer: Integration of Multimodal Radiomics With Clinical and Molecular Subtype Markers.
IEEE Access, 2024
Optimizing Vertebral Lesion Diagnosis: A CAD-Driven Machine Learning Classification System With Multi-Modal MRI Texture Analysis.
IEEE Access, 2024
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
A Novel Machine Learning-Based Classification Framework for Age-Related Macular Degeneration (AMD) Diagnosis from Fundus Images.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
A Novel Vit-Based Multi-Scaled and Rotation-Invariance Approach for Precise Differentiation Between Meningioma and Solitary Fibrous Tumor.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Retinal Vascular System Segmentation based on Non-Linear Map-Based Estimation of Joint MGRF Model.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Advancing Personalized Prostate Cancer Therapy Through Hormonal Treatment: Promising Findings.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Unsupervised Segmentation of Pulmonary Regions in 3D CT Scans Optimized Using Transformer Model.
Proceedings of the Pattern Recognition - 27th International Conference, 2024
A Multimodal MRI-based Framework for Thyroid Cancer Diagnosis Using eXplainable Machine Learning.
Proceedings of the Pattern Recognition - 27th International Conference, 2024
TransNetOCT: An Efficient Transformer-Based Model for 3D-OCT Segmentation Using Prior Shape.
Proceedings of the Pattern Recognition - 27th International Conference, 2024
A New AI System for Precise Grading of HCC Based on Analyzing DW-MRI Radiomics and Alpha-fetoprotein as Liver Cancer Clinical Marker.
Proceedings of the Pattern Recognition - 27th International Conference, 2024
Integrated Grading Framework for Histopathological Breast Cancer: Multi-level Vision Transformers, Textural Features, and Fusion Probability Network.
Proceedings of the Pattern Recognition - 27th International Conference, 2024
Proceedings of the Pattern Recognition - 27th International Conference, 2024
Histopathological Diagnosis of Meningioma and Solitary Fibrous Tumors Based on a Multi-scale Fusion Approach Utilizing Vision Transformer and Texture Analysis.
Proceedings of the Pattern Recognition - 27th International Conference, 2024
MUMR: Mask-UnMask Regions Framework for AMD Grades Classification Based on Inter-regional Interactions.
Proceedings of the Pattern Recognition - 27th International Conference, 2024
Through-the-wall Human Activity Recognition using Ultra-Wideband Radar and Deep Learning.
Proceedings of the 11th International Conference on Future Internet of Things and Cloud, 2024
Advancing Patient Care: A WBAN-Based Sustainable Health Monitoring System for Stress Assessment.
Proceedings of the 11th International Conference on Future Internet of Things and Cloud, 2024
InstaCare: Rapid Access to non-Urgent Medical Care using a Hybrid Heatmap of Doctor Availability and Crowd-Sourced Quality Assessment.
Proceedings of the 11th International Conference on Future Internet of Things and Cloud, 2024
Diabetic Retinopathy Detection and Grading AI for Mobile and Hand-held Devices: A Readiness Survey.
Proceedings of the 11th International Conference on Future Internet of Things and Cloud, 2024
A Mobile Feature-Based Cascaded Deep Learning Approach for Diabetic Retinopathy Classification.
Proceedings of the 11th International Conference on Future Internet of Things and Cloud, 2024
2023
Comput. Electr. Eng., November, 2023
A novel higher order appearance texture analysis to diagnose lung cancer based on a modified local ternary pattern.
Comput. Methods Programs Biomed., October, 2023
AI-powered health monitoring of anode baking furnace pits in aluminum production using autonomous drones.
Eng. Appl. Artif. Intell., 2023
Integrated Deep Learning and Stochastic Models for Accurate Segmentation of Lung Nodules From Computed Tomography Images: A Novel Framework.
IEEE Access, 2023
A Novel Technique of Pulmonary Nodules Auto Segmentation Using Modified Convolutional Neural Networks.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
A Novel Textural and Morphological-Based CAD System for Early and Accurate Diagnosis of Vertebral Tumors.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Accurate Segmentation for Pathological Lung Based on Integration of 3D Appearance and Surface Models.
Proceedings of the IEEE International Conference on Image Processing, 2023
Proceedings of the IEEE International Conference on Image Processing, 2023
Automated Diagnosis of Breast Cancer Using Deep Learning-Based Whole Slide Image Analysis of Molecular Biomarkers.
Proceedings of the IEEE International Conference on Image Processing, 2023
Proceedings of the 10th International Conference on Future Internet of Things and Cloud, 2023
Automated Computer Vision-based Detection of Solar Panel Defects Using a Thermal Camera Mobile Application.
Proceedings of the 10th International Conference on Future Internet of Things and Cloud, 2023
Proceedings of the 10th International Conference on Future Internet of Things and Cloud, 2023
Proceedings of the 10th International Conference on Future Internet of Things and Cloud, 2023
Proceedings of the 16th International Conference on Developments in eSystems Engineering, 2023
2022
Automated Diagnosis of Optical Coherence Tomography Angiography (OCTA) Based on Machine Learning Techniques.
Sensors, 2022
The Role of Different Retinal Imaging Modalities in Predicting Progression of Diabetic Retinopathy: A Survey.
Sensors, 2022
Sensors, 2022
Automated Archaeological Feature Detection Using Deep Learning on Optical UAV Imagery: Preliminary Results.
Remote. Sens., 2022
Automated CAD System for Intermediate Uveitis Grading Using Optical Coherence Tomography Images.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
Diabetic Retinopathy Diagnostic CAD System Using 3D-Oct Higher Order Spatial Appearance Model.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
Proceedings of the 26th International Conference on Pattern Recognition, 2022
A Pyramidal CNN-Based Gleason Grading System Using Digitized Prostate Biopsy Specimens.
Proceedings of the 26th International Conference on Pattern Recognition, 2022
Proceedings of the 26th International Conference on Pattern Recognition, 2022
Proceedings of the 26th International Conference on Pattern Recognition, 2022
AI Assisted Medical Diagnosis of Lung Diseases Using Accurate Symptoms Visualization.
Proceedings of the 9th International Conference on Future Internet of Things and Cloud, 2022
Secure Proctoring of Contactless Handwritten-Assessments with Insufficient Computing Resources using Smartphones.
Proceedings of the 9th International Conference on Future Internet of Things and Cloud, 2022
Proceedings of the 9th International Conference on Future Internet of Things and Cloud, 2022
Proceedings of the 9th International Conference on Future Internet of Things and Cloud, 2022
2021
A Comprehensive Computer-Assisted Diagnosis System for Early Assessment of Renal Cancer Tumors.
Sensors, 2021
Sensors, 2021
Novel MRI-Based CAD System for Early Detection of Thyroid Cancer Using Multi-Input CNN.
Sensors, 2021
A Deep Learning Pipeline for Grade Groups Classification Using Digitized Prostate Biopsy Specimens.
Sensors, 2021
An Automated CAD System for Accurate Grading of Uveitis Using Optical Coherence Tomography Images.
Sensors, 2021
The Role of Diffusion Tensor MR Imaging (DTI) of the Brain in Diagnosing Autism Spectrum Disorder: Promising Results.
Sensors, 2021
A Personalized Computer-Aided Diagnosis System for Mild Cognitive Impairment (MCI) Using Structural MRI (sMRI).
Sensors, 2021
Sensors, 2021
A multiparametric MRI-based CAD system for accurate diagnosis of bladder cancer staging.
Comput. Medical Imaging Graph., 2021
A Novel Grading System for Autism Severity Level Using Task-Based Functional MRI: A Response to Speech Study.
IEEE Access, 2021
A New Computer-Aided Diagnostic (Cad) System For Precise Identification Of Renal Tumors.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
A Novel Framework for Accurate and Non-Invasive Pulmonary Nodule Diagnosis by Integrating Texture and Contour Descriptors.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
A Novel Dwt-Based Discriminant Features Extraction From Task-Based Fmri: An Asd Diagnosis Study Using Cnn.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
A Cad System For Accurate Diagnosis Of Bladder Cancer Staging Using A Multiparametric MRI.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Autism Classification Using SMRI: A Recursive Features Selection Based on Sampling from Multi-Level High Dimensional Spaces.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Proceedings of the ArabWIC 2021: The 7th Annual International Conference on Arab Women in Computing in Conjunction with the 2nd Forum of Women in Research, 2021
Towards Urgent and Rapid Deployment of Contactless IoT Elevator Control Panel during Pandemics.
Proceedings of the ArabWIC 2021: The 7th Annual International Conference on Arab Women in Computing in Conjunction with the 2nd Forum of Women in Research, 2021
2020
A Sensorless Rotational Speed-Based Control System for Continuous Flow Left Ventricular Assist Devices.
IEEE Trans. Biomed. Eng., 2020
Cloud-Based Monitoring of Thermal Anomalies in Industrial Environments Using AI and the Internet of Robotic Things.
Sensors, 2020
A deep learning-based approach for automatic segmentation and quantification of the left ventricle from cardiac cine MR images.
Comput. Medical Imaging Graph., 2020
Accurate Detection of Non-Proliferative Diabetic Retinopathy in Optical Coherence Tomography Images Using Convolutional Neural Networks.
IEEE Access, 2020
Personalized Computer-Aided Diagnosis for Mild Cognitive Impairment in Alzheimer's Disease Based on sMRI and ¹¹C PiB-PET Analysis.
IEEE Access, 2020
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
A 3D CNN with a Learnable Adaptive Shape Prior for Accurate Segmentation of Bladder Wall Using MR Images.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
A Novel Computer-Aided Diagnostic System for Early Assessment of Hepatocellular Carcinoma.
Proceedings of the 25th International Conference on Pattern Recognition, 2020
A Deep Learning-Based Cad System For Renal Allograft Assessment: Diffusion, Bold, And Clinical Biomarkers.
Proceedings of the IEEE International Conference on Image Processing, 2020
Proceedings of the IEEE International Conference on Image Processing, 2020
Analysis Of The Importance Of Systolic Blood Pressure Versus Diastolic Blood Pressure In Diagnosing Hypertension: MRA Study.
Proceedings of the IEEE International Conference on Image Processing, 2020
Proceedings of the IEEE International Conference on Image Processing, 2020
2019
Computer-Aided Diagnostic System for Early Detection of Acute Renal Transplant Rejection Using Diffusion-Weighted MRI.
IEEE Trans. Biomed. Eng., 2019
Appl. Math. Comput., 2019
Chronic Wound Healing Assessment System Based on Different Features Modalities and Non-Negative Matrix Factorization (NMF) Feature Reduction.
IEEE Access, 2019
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019
A New System for Lung Cancer Diagnosis based on the Integration of Global and Local CT Features.
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019
Computer-Aided Diagnosis of Acute Myocardial Infarction using Time-Dependent Plasma Metabolites.
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019
A CAD System for the Early Prediction of Hypertension based on Changes in Cerebral Vasculature.
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019
A Machine Learning Approach for Grading Autism Severity Levels Using Task-based Functional MRI.
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019
A Deep Learning-Based Approach for Accurate Segmentation of Bladder Wall using MR Images.
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019
Diabetic Retinopathy Grading Using 3D Multi-path Convolutional Neural Network Based on Fusing Features from OCTA Scans, Demographic, and Clinical Biomarkers.
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019
A Local/Regional Based CAD System for Early Diagnosis of Alzheimer's Disease Using sMRI Scans.
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019
Automatic Segmentation and Functional Assessment of the Left Ventricle using U-net Fully Convolutional Network.
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Detecting and Localizing Prostate Cancer from Diffusion-Weighted Magnetic Resonance Imaging.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Early Signs Detection of Diabetic Retinopathy Using Optical Coherence Tomography Angiography Scans Based on 3D Multi-Path Convolutional Neural Network.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Proceedings of the 7th International Conference on Future Internet of Things and Cloud Workshops, 2019
Assessment of Motion Quality using an IoT-Based Wearable and Mobile Joint Flexion Sensors.
Proceedings of the 7th International Conference on Future Internet of Things and Cloud Workshops, 2019
Proceedings of the IEEE 4th International Conference on Computer and Communication Systems, 2019
2018
Identifying Personalized Autism Related Impairments Using Resting Functional MRI and ADOS Reports.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
A Novel CAD System for Detecting Acute Rejection of Renal Allografts Based on Integrating Imaging-markers and Laboratory Biomarkers.
Proceedings of the 2018 IEEE International Conference on Imaging Systems and Techniques, 2018
Computer-Aided Diagnosis of Prostate Cancer on Diffusion Weighted Imaging: A Technical Review.
Proceedings of the 2018 IEEE International Conference on Imaging Systems and Techniques, 2018
A New Fast Framework for Early Detection of Prostate Cancer Without Prostate Segmentation.
Proceedings of the 2018 IEEE International Conference on Imaging Systems and Techniques, 2018
A Novel MRA-Based Framework For Detecting Correlation Between Cerebrovascular Changes and Mean Arterial Pressure.
Proceedings of the 2018 IEEE International Conference on Imaging Systems and Techniques, 2018
An OCTA Based Diagnosis System Based on a Comprehensive Local Features Analysis for Early Diabetic Retinopathy Detection.
Proceedings of the 2018 IEEE International Conference on Imaging Systems and Techniques, 2018
Proceedings of the 2018 IEEE International Conference on Imaging Systems and Techniques, 2018
Early Assessment of Acute Renal Rejection Post-transplantation: A Combined Imaging and Clinical Biomarkers Protocol.
Proceedings of the 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2018
Proceedings of the 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2018
Proceedings of the 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2018
Proceedings of the 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2018
Athlete-Customized Injury Prediction using Training Load Statistical Records and Machine Learning.
Proceedings of the 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2018
A Sensorless non-linear Control algorithm for Continuous Flow Right Ventricular Assist Devices.
Proceedings of the 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2018
Proceedings of the 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2018
Proceedings of the 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2018
Towards Accurate Personalized Autism Diagnosis Using Different Imaging Modalities: sMRI, fMRI, and DTI.
Proceedings of the 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2018
A Significant Regional-based Diagnosis System for Early Detection of Alzheimer's Disease Using sMRI Scans.
Proceedings of the 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2018
Predictive Biomarkers for Neoadjuvant Chemotherapy Response in Muscle-Invasive Bladder Cancer: A survey.
Proceedings of the 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2018
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
An integrated framework for automatic clinical assessment of diabetic retinopathy grade using spectral domain OCT images.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
A Novel ADCs-Based CNN Classification System for Precise Diagnosis of Prostate Cancer.
Proceedings of the 24th International Conference on Pattern Recognition, 2018
Early Diagnosis of Diabetic Retinopathy in OCTA Images Based on Local Analysis of Retinal Blood Vessels and Foveal Avascular Zone.
Proceedings of the 24th International Conference on Pattern Recognition, 2018
Proceedings of the 24th International Conference on Pattern Recognition, 2018
Significant Region-Based Framework for Early Diagnosis of Alzheimer's Disease Using <sup>11</sup>C PiB-PET Scans.
Proceedings of the 24th International Conference on Pattern Recognition, 2018
A New 3D CNN-based CAD System for Early Detection of Acute Renal Transplant Rejection.
Proceedings of the 24th International Conference on Pattern Recognition, 2018
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
An Innovative 3D Adaptive Patient-Related Atlas for Automatic Segmentation of Retina Layers from Oct Images.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Role of Integrating Diffusion Mr Image-Markers with Clinical-Biomarkers For Early Assessment of Renal Transplants.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Embedded Fatigue Detection Using Convolutional Neural Networks with Mobile Integration.
Proceedings of the 6th International Conference on Future Internet of Things and Cloud Workshops, 2018
Proceedings of the 6th International Conference on Future Internet of Things and Cloud Workshops, 2018
2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
A new framework for incorporating appearance and shape features of lung nodules for precise diagnosis of lung cancer.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
A novel CAD system for local and global early diagnosis of Alzheimer's disease based on PIB-PET scans.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Proceedings of the 5th International Conference on Future Internet of Things and Cloud Workshops, 2017
Proceedings of the 5th International Conference on Future Internet of Things and Cloud Workshops, 2017
Proceedings of the 5th International Conference on Future Internet of Things and Cloud Workshops, 2017
Real-time Heart Attack Mobile Detection Service (RHAMDS): An IoT use case for Software Defined Networks.
Proceedings of the 30th IEEE Canadian Conference on Electrical and Computer Engineering, 2017
2016
Proceedings of the IEEE Wireless Communications and Networking Conference, 2016
Proceedings of the IEEE 59th International Midwest Symposium on Circuits and Systems, 2016
Towards Secure Mobile Process Tracking Using Wearable Computing in mGovernment Applications.
Proceedings of the 4th IEEE International Conference on Future Internet of Things and Cloud Workshops, 2016
Proceedings of the 4th IEEE International Conference on Future Internet of Things and Cloud Workshops, 2016
2015
Proceedings of the 11th IEEE International Conference on Wireless and Mobile Computing, 2015
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2015
UAV-based remote sensing for vegetation cover estimation using NDVI imagery and level sets method.
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2015
Proceedings of the 3rd International Conference on Future Internet of Things and Cloud, 2015
2012
Multim. Tools Appl., 2012
2011
Homogeneity Localization Using Particle Filters With Application to Noise Estimation.
IEEE Trans. Image Process., 2011
2009
Signal Image Video Process., 2009
2008
IEEE Trans. Image Process., 2008
Structure-Oriented Multidirectional Wiener Filter for Denoising of Image and Video Signals.
IEEE Trans. Circuits Syst. Video Technol., 2008
2007
IEEE Trans. Circuits Syst. Video Technol., 2007
IEEE Trans. Consumer Electron., 2007
Occlusion and split detection and correction for object tracking in surveillance applications.
Proceedings of the Visual Communications and Image Processing 2007, 2007
Proceedings of the IEEE International Conference on Systems, 2007
Proceedings of the International Conference on Image Processing, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the Canadian Conference on Electrical and Computer Engineering, 2006
2005
Proceedings of the 2005 International Conference on Image Processing, 2005