Weakly-supervised thyroid ultrasound segmentation: Leveraging multi-scale consistency, contextual features, and bounding box supervision for accurate target …
M Aly - Computers in Biology and Medicine, 2025 - Elsevier
Weakly-supervised learning (WSL) methods have gained significant attention in medical
image segmentation, but they often face challenges in accurately delineating boundaries …
image segmentation, but they often face challenges in accurately delineating boundaries …
ViT-GRU: Advanced Brain Tumor Diagnosis Framework: Vision Transformer and GRU Integration for Improved MRI Analysis: A Case Study of Egypt
Brain tumors, marked by unchecked cell proliferation within the central nervous system,
present substantial challenges for accurate diagnosis and effective treatment. Early and …
present substantial challenges for accurate diagnosis and effective treatment. Early and …
Revolutionizing online education: Advanced facial expression recognition for real-time student progress tracking via deep learning model
M Aly - Multimedia Tools and Applications, 2024 - Springer
This paper presents a groundbreaking online educational platform that utilizes facial
expression recognition technology to track the progress of students within the classroom …
expression recognition technology to track the progress of students within the classroom …
Brain Tumor Detection Using a Deep CNN Model
S Ben Brahim, S Dardouri… - … Intelligence and Soft …, 2024 - Wiley Online Library
The diagnosis of brain tumors through magnetic resonance imaging (MRI) has become
highly significant in the field of medical science. Relying solely on MR imaging for the …
highly significant in the field of medical science. Relying solely on MR imaging for the …
[PDF][PDF] Tumor ViT-GRU-XAI: Advanced Brain Tumor Diagnosis Framework: Vision Transformer and GRU Integration for Improved MRI Analysis: A Case Study of Egypt
Brain tumors, marked by unchecked cell proliferation within the central nervous system,
present substantial challenges for accurate diagnosis and effective treatment. Early and …
present substantial challenges for accurate diagnosis and effective treatment. Early and …