Ali Mahmoud
Orcid: 0000-0003-2557-9699Affiliations:
- University of Louisville, Bioengineering Department, KY, USA
According to our database1,
Ali Mahmoud
authored at least 62 papers
between 2012 and 2025.
Collaborative distances:
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Bibliography
2025
Explainable AI-Based Approach for Age-Related Macular Degeneration (AMD) Detection via Fundus Imaging.
IEEE Access, 2025
Mask-UnMask Regions (MUMR) Framework for Classifying AMD Grades Using Inter-Regional Interaction Analysis.
IEEE Access, 2025
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
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
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
Twoviewdensity-Pvt: A Vision Transformer System for Accurate Bi-Rads Classification in Breast Cancer Grading From Mammogram Images.
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
A Cascading Approach with Vision Transformers for Age-Related Macular Degeneration Diagnosis and Explainability.
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
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
MUMR: Mask-UnMask Regions Framework for AMD Grades Classification Based on Inter-regional Interactions.
Proceedings of the Pattern Recognition - 27th International Conference, 2024
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
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
2022
The Role of Different Retinal Imaging Modalities in Predicting Progression of Diabetic Retinopathy: A Survey.
Sensors, 2022
Sensors, 2022
Proceedings of the 26th International Conference on Pattern Recognition, 2022
2021
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
Identifying brain areas correlated with ADOS raw scores by studying altered dynamic functional connectivity patterns.
Medical Image Anal., 2021
A Novel Grading System for Autism Severity Level Using Task-Based Functional MRI: A Response to Speech Study.
IEEE Access, 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
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
2020
Accurate Segmentation of Cerebrovasculature From TOF-MRA Images Using Appearance Descriptors.
IEEE Access, 2020
Accurate Detection of Non-Proliferative Diabetic Retinopathy in Optical Coherence Tomography Images Using Convolutional Neural Networks.
IEEE Access, 2020
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Proceedings of the IEEE International Conference on Image Processing, 2020
Proceedings of the IEEE International Conference on Image Processing, 2020
2019
Appl. Math. Comput., 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
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
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
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 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
Proceedings of the 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 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
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
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 novel MRA framework based on integrated global and local analysis for accurate segmentation of the cerebral vascular system.
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 24th International Conference on Pattern Recognition, 2018
2014
Pedestrian detection using mixed partial derivative based histogram of oriented gradients.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
2013
An interactive educational drawing system using a humanoid robot and light polarization.
Proceedings of the IEEE International Conference on Image Processing, 2013
A Non-invasive Method for Measuring Blood Flow Rate in Superficial Veins from a Single Thermal Image.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013
Long term facial parts tracking in thermal imaging for uncooperative emotion recognition.
Proceedings of the IEEE Sixth International Conference on Biometrics: Theory, 2013
2012
Proceedings of the 19th IEEE International Conference on Image Processing, 2012