Author

Ahmed A. Elngar

3 papers indexed here

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Review Open access Aug 2026

A Comprehensive Review of Artificial Intelligence for Lumbar Spine MRI Analysis and Clinical Assessment

Lower back pain is one of the major diseases to disability worldwide, with lumbar intervertebral disc degeneration (IVDD), disc herniation (DH), and lumbar spinal stenosis (LSS) being the most common underlying causes. Magnetic resonance imaging (MRI) is the imaging modality of choice for assessing these conditions; ho...

Marwa Abdelrahman, Ahmed Abdelbasset, Ahmed A. Elngar · Journal of Smart Algorithms... · 0 citations

Open access Sep 2026

Lung-aware dual-branch cross-attention network for explainable lung cancer classification from CT images

Reliable classification of lung cancer from chest CT scans is essential for early diagnosis, yet most deep learning (DL) models lack an anatomical basis and robust, quantitatively validated interpretability, limiting clinical adoption. This study aims to develop and validate a lung-aware, dual-branch DL framework that...

Sara Hamed, Rasha A. Ali, A. M. Salama et al. · Scientific Reports · 0 citations

Review Open access Jul 2026

A comprehensive review of artificial intelligence and Internet of Things integration based plant disease detection for sustainable agriculture

This systematic review explores the strengths and limitations of current AI-enabled IoT solutions in agriculture and highlights how these systems leverage large-scale data and advanced image processing to outperform conventional methods in terms of speed, precision, and efficiency.

Ahmed A. Elngar, Howaida Allam, Hamdi A. Mahmoud · Discover Sustainability · 0 citations