Murtada K. Elbashir

Sakakah, 72388, Saudi Arabia

Last Updated: 09/26/2026

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Found 18 publications

Progression-Aware and Explainable CNN-Transformer Framework for Multiclass Alzheimer's Disease Staging Using MRI.

Progression-Aware and Explainable CNN-Transformer Framework for Multiclass Alzheimer's Disease Staging Using MRI.

Journal: Diagnostics (Basel, Switzerland)
Published: January 09, 2026

A lightweight deep learning framework for reliable microscopy-based diagnosis of cutaneous leishmaniasis.

A lightweight deep learning framework for reliable microscopy-based diagnosis of cutaneous leishmaniasis.

Journal: PloS one
Published: November 06, 2025

Dual-Attention EfficientNet Hybrid U-Net for Segmentation of Rheumatoid Arthritis Hand X-Rays.

Dual-Attention EfficientNet Hybrid U-Net for Segmentation of Rheumatoid Arthritis Hand X-Rays.

Journal: Diagnostics (Basel, Switzerland)
Published: November 02, 2025

Decoding Multi-Omics Signatures in Lower-Grade Glioma Using Protein-Protein Interaction-Informed Graph Attention Networks and Ensemble Learning.

Decoding Multi-Omics Signatures in Lower-Grade Glioma Using Protein-Protein Interaction-Informed Graph Attention Networks and Ensemble Learning.

Journal: Diagnostics (Basel, Switzerland)
Published: October 13, 2025

Explainable fusion of EfficientNetB0 and ResNet50 for liver fibrosis staging in ultrasound imaging.

Explainable fusion of EfficientNetB0 and ResNet50 for liver fibrosis staging in ultrasound imaging.

Journal: Scientific reports
Published: August 26, 2025

Interpretable Graph Kolmogorov-Arnold Networks for Multi-Cancer Classification and Biomarker Identification using Multi-Omics Data.

Interpretable Graph Kolmogorov-Arnold Networks for Multi-Cancer Classification and Biomarker Identification using Multi-Omics Data.

Journal: ArXiv
Published: July 31, 2025

Integrating multiomics data using a correlation based graph attention network for subtype classification in lower grade glioma.

Integrating multiomics data using a correlation based graph attention network for subtype classification in lower grade glioma.

Journal: Discover oncology
Published: July 09, 2025

Integrated deep learning model for multi-label retinal disease diagnosis.

Integrated deep learning model for multi-label retinal disease diagnosis.

Journal: Scientific reports
Published: May 07, 2025

Interpretable graph Kolmogorov-Arnold networks for multi-cancer classification and biomarker identification using multi-omics data.

Interpretable graph Kolmogorov-Arnold networks for multi-cancer classification and biomarker identification using multi-omics data.

Journal: Scientific reports
Published: April 26, 2025

Comparative Analysis of Multi-Omics Integration Using Graph Neural Networks for Cancer Classification.

Comparative Analysis of Multi-Omics Integration Using Graph Neural Networks for Cancer Classification.

Journal: IEEE access : practical innovations, open solutions
Published: March 24, 2025

AI-based prediction of traffic crash severity for improving road safety and transportation efficiency.

AI-based prediction of traffic crash severity for improving road safety and transportation efficiency.

Journal: Scientific reports
Published: March 12, 2025

Segmentation-enhanced approach for emotion detection from EEG signals using the fuzzy C-mean and SVM.

Segmentation-enhanced approach for emotion detection from EEG signals using the fuzzy C-mean and SVM.

Journal: Scientific reports
Published: February 27, 2025
Showing 1-12 of 18

Last Updated: 09/26/2026