Ayman El‐Baz

University of Louisville — United States

Computer Science · Physical Sciences

69h-index20.3kcitations969works5.02yr avg
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Research Topics

Medical Image Segmentation Techniques(174), Radiomics and Machine Learning in Medical Imaging(161), Retinal Imaging and Analysis(94), AI in cancer detection(93), MRI in cancer diagnosis(63)

Publications962 total

The cellular flame instability of ammonia/propane laminar flames at elevated pressures
Fuel·2025
Embedding-driven dual-branch approach for accurate breast tumor cellularity classification
Scientific Reports·2025Open Access
Analysis of non-reacting and reacting flows in biogas/methane cofiring within a double-swirl burner: role of the inner swirler
Experimental Thermal and Fluid Science·2025
Laminar flame speed of hydrogen-enriched Jet A1: Experimental measurement and kinetic analysis
International Journal of Hydrogen Energy·2025
A deep learning framework for accurate mammographic mass classification using local context attention module
Medical Physics·2025· 1 cited
An Interpretable Benchmark for Clickbait Detection and Tactic Attribution
arXiv (Cornell University)·2025Open Access
Afmunet: Adaptive Filter-Based Frequency Modulation UNET For OCTA Segmentation
2025
A Novel AI Framework for Breast Cancer Molecular Biomarker Response Score Detection on Cells Level Using Marker-Based Watershed Segmentation and Machine Learning Classifiers
2025
RAW: Region Attention-Weighted Guided Network with Inter-Region Exchange for AMD Grading
2025· 1 cited
A Novel Automated System for Pathological Lung Segmentation Using Modified Local Binary Patterns and Hierarchical Transformers
2025
A Novel Explainable AI-Based System For Improved Prediction of Breast Cancer Response to Neoadjuvant Chemotherapy
2025
Crossdr: Bridging 2D And 3D Features For Diabetic Retinopathy Classification Using Context-Aware Cross-Attention
2025· 1 cited
Plating Versus Titanium Elastic Nailing in Treatment of Midshaft Fracture Clavicle
Medicine Updates·2025
Investigation of Di-tert-butyl peroxide combustion: time-resolved speciation, laminar flame speed, and model evaluation
Combustion and Flame·2025
AI-based methods for diagnosing and grading diabetic retinopathy: A comprehensive review
Artificial Intelligence in Medicine·2025· 3 cited
Filter bank common spatial pattern and envelope-based features in multimodal EEG-fTCD brain-computer interfaces
PLoS ONE·2025· 1 citedOpen Access
FMUNet: Frequency Modulation-Based UNet for Octa Segmentation
2025· 2 cited
Utilizing Shape-features and GAN-Based Model for Renal Segmentation in DW-MRI
2025
Enhanced Cervical Vertebral Maturation Assessment Using AI-Based Imaging Analysis System
2025
Predicting Response to Neoadjuvant Chemotherapy using Multi-Modal MRI Radiomics and Machine Learning Approaches
2025· 1 cited
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Frequent Co-authors

Manuel F. Casanova(13), Georgy Gimel’farb(9), Estate M. Sokhadze(9), Lonnie Sears(7), Fahmi Khalifa(6), Joshua Baruth(6), Andrew E. Switala(6), Robert Keynton(6), Ahmed Soliman(5), Ahmed Elnakib(5), Ahmed Shalaby(5), Mohammed Ghazal(5), Mohamed Abou El‐Ghar(4), Aly A. Farag(4), Grace Mathai(4), Harpal S. Sandhu(4), S. Mani Sarathy(4), Allan Tasman(4), Mohammed Elmogy(4), Garth M. Beache(3)