4 citations · 8 across the 6 of their papers we have counts for
4 papers · 1 filter
Revolutionizing Communication with Deep Learning and XAI for Enhanced Arabic Sign Language Recognition
Mazen Balat, Rewaa Awaad, Ahmed B. Zaky +1
This study introduces an integrated approach to recognizing Arabic Sign Language (ArSL) using state-of-the-art deep learning models such as MobileNetV3, ResNet50, and EfficientNet-…
Explainable AI in Handwriting Detection for Dyslexia Using Transfer Learning
Mahmoud Robaa, Mazen Balat, Rewaa Awaad +2
This study introduces an explainable AI (XAI) framework for the detection of dyslexia through handwriting analysis, achieving an impressive test precision of 99.65%. The framework…
Early Diagnosis of Acute Lymphoblastic Leukemia Using YOLOv8 and YOLOv11 Deep Learning Models
Alaa Awad, Salah A. Aly
Leukemia, a severe form of blood cancer, claims thousands of lives each year. This study focuses on the detection of Acute Lymphoblastic Leukemia (ALL) using advanced image process…
Advanced Arabic Alphabet Sign Language Recognition Using Transfer Learning and Transformer Models
Mazen Balat, Rewaa Awaad, Hend Adel +2
This paper presents an Arabic Alphabet Sign Language recognition approach, using deep learning methods in conjunction with transfer learning and transformer-based models. We study…