Ali Mahmoud

Orcid: 0000-0003-2557-9699

Affiliations:
  • University of Louisville, Bioengineering Department, KY, USA


According to our database1, Ali Mahmoud authored at least 47 papers between 2012 and 2023.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

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

Diabetic Retinopathy Detection Using 3D OCT Features.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

An AI-Based CAP Framework for Wilms' Tumor Preoperative Chemotherapy Susceptibility.
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

Early Diagnosis of Prostate Cancer Using Parametric Estimation of IVIM from DW-MRI.
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

Special Issue "Computer Aided Diagnosis Sensors".
Sensors, 2022

A New Framework for Precise Identification of Prostatic Adenocarcinoma.
Sensors, 2022

Understanding Autism Using Machine Learning: A Structural MRI Study.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

2021
A Deep-Learning Framework for the Detection of Oil Spills from SAR Data.
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

Precise Identification of Prostate Cancer from DWI Using Transfer Learning.
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

Computer Aided Autism Diagnosis Using Diffusion Tensor Imaging.
IEEE Access, 2020

A Novel Framework for Grading Autism Severity Using Task-Based FMRI.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Precise Cerebrovascular Segmentation.
Proceedings of the IEEE International Conference on Image Processing, 2020

Precise Statistical Approach for Leaf Segmentation.
Proceedings of the IEEE International Conference on Image Processing, 2020

2019
Level sets-based image segmentation approach using statistical shape priors.
Appl. Math. Comput., 2019

Vegetation Cover Estimation Using Convolutional Neural Networks.
IEEE Access, 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

Chronic Wound Healing Assessment System Based on Color and Texture Analysis.
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019

Autism Spectrum Disorder Diagnosis framework using Diffusion Tensor Imaging.
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

A Review on the Cerebrovascular Segmentation Methods.
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

Automated Staging of Diabetic Retinopathy Using a 2D Convolutional Neural Network.
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

Using 3-D CNNs and Local Blood Flow Information to Segment Cerebral Vasculature.
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

Towards Personalized Autism Diagnosis: Promising Results.
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

Selective part models for detecting partially occluded faces in the wild.
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
Direct method for shape recovery from polarization and shading.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012


  Loading...