Aly A. Farag

University of Louisville — United States

Computer Science · Physical Sciences

40h-index8.4kcitations432works1.02yr avg
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Research Topics

Medical Image Segmentation Techniques(121), Advanced Vision and Imaging(81), Image Retrieval and Classification Techniques(68), 3D Shape Modeling and Analysis(60), Computer Graphics and Visualization Techniques(50)

Publications432 total

Deep Learning-Based Colon Segmentation for Accurate Colorectal Polyps Detection
2025
Multi-View Models for Colorectal Polyp Detection in CT Colonography
2025
EPAM-Net: An efficient pose-driven attention-guided multimodal network for video action recognition
Neurocomputing·2025· 4 cited
G-SET-DCL: a guided sequential episodic training with dual contrastive learning approach for colon segmentation
International Journal of Computer Assisted Radiology and Surgery·2025· 2 cited
Markov Switching and Market Volatility: Evidence from the VIX Index
Even3 Publicações eBooks·2025
Colon Segmentation Using Guided Sequential Episodic Training and Contrastive Learning
Lecture notes in computer science·2024
Optimized Algorithm for Renewable Energy Forecasting: A Machine Learning Perspective
2024
Finite Element Analysis for Pipeline Leak Containment System
2024
Measuring student behavioral engagement using histogram of actions
Pattern Recognition Letters·2024· 3 cited
Multi-View Network for Colorectal Polyps Detection in CT Colonography
2024
EPAM-Net: An Efficient Pose-driven Attention-guided Multimodal Network for Video Action Recognition
arXiv (Cornell University)·2024Open Access
Colorectal Polyps Detection in Virtual Colonoscopy Using 3D Geometric Features and Deep Learning
2024· 3 cited
Toward a Quantitative Engagement Monitor for STEM Education
2021 ASEE Virtual Annual Conference Content Access Proceedings·2024· 1 citedOpen Access
Leveraging machine learning to enhance climate models: a review
arXiv (Cornell University)·2023· 1 citedOpen Access
ICIP 2023 Organizing Committee
2023Open Access
An Automatic Colorectal Polyps Detection Approach for Ct Colonography
2023· 1 cited
Measuring Student Behavioral Engagement using Histogram of Actions
arXiv (Cornell University)·2023Open Access
Occlusion Aware Student Emotion Recognition based on Facial Action Unit Detection
arXiv (Cornell University)·2023Open Access
ECG Heartbeat Classification Using Machine Learning and Metaheuristic Optimization for Smart Healthcare Systems
Bioengineering·2023· 69 citedOpen Access
An Experimental Platform for Real-Time Students Engagement Measurements from Video in STEM Classrooms
Sensors·2023· 29 citedOpen Access
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Frequent Co-authors

Ayman El‐Baz(16), Mohamed Abou El‐Ghar(7), Robert Falk(7), Georgy Gimel’farb(6), Asem Ali(6), Tarek El‐Diasty(6), S.M. Yamany(5), Seniha Esen Yüksel(5), M. Sabry Hassouna(4), Hossam E. Abd El Munim(4), M.N. Ahmed(3), Nebras Ahmed Mohamed(3), Amal Farag(3), Rachid Fahmi(3), Salwa Elshazly(3), M. Ahmed(2), Mohamed N. Ahmed(2), Hossam Hassan(2), Moumen El-Melegy(2), James Graham(2)