Machine learning in healthcare strategic management: a systematic literature review

SM Salhout - Arab Gulf Journal of Scientific Research, 2024 - emerald.com
Purpose This study specifically seeks to investigate the strategic implementation of machine
learning (ML) algorithms and techniques in healthcare institutions to enhance innovation …

Explainable AI model for PDFMal detection based on gradient boosting model

M Elattar, A Younes, I Gad, I Elkabani - Neural Computing and …, 2024 - Springer
Portable document formats (PDFs) are widely used for document exchange due to their
widespread usage and versatility. However, PDFs are highly vulnerable to malware attacks …

Missing Data Imputation: A Comprehensive Review

M Alwateer, ES Atlam, MM Abd El-Raouf… - Journal of Computer and …, 2024 - scirp.org
Missing data presents a significant challenge in statistical analysis and machine learning,
often resulting in biased outcomes and diminished efficiency. This comprehensive review …

[HTML][HTML] TMS: Ensemble Deep Learning Model for Accurate Classification of Monkeypox Lesions Based on Transformer Models with SVM

EM Abdelrahim, H Hashim, ES Atlam, RA Osman, I Gad - Diagnostics, 2024 - mdpi.com
Background/Objectives: The emergence of monkeypox outside its endemic region in Africa
has raised significant concerns within the public health community due to its rapid global …

An interpretable machine learning-based breast cancer classification using XGBoost, SHAP, and LIME

M Dutta, KMM Hasan, A Akter, MH Rahman… - Bulletin of Electrical …, 2024 - beei.org
Globally, breast cancer is among the most prevalent and deadly tumors that affect women.
Early and accurate identification of breast cancer is essential for effective treatment planning …

SLM-AIE: A Systematic Literature Map of Artificial Intelligence Ethics

E Atlam, M Almaliki, A Alfahaid, I Gad, G Elmarhomy… - 2024 - researchsquare.com
Artificial Intelligence (AI) has rapidly evolved and is increasingly impacting various aspects
of life. This rapiddevelopment and deployment of AI technologies have raised significant …

The Transformative Potential of Artificial Intelligence in the Diagnosis of Breast Cancer: A Review

H Anwar, I Chaudhary - Authorea Preprints, 2024 - techrxiv.org
Breast cancer stands as a pressing health concern for women across the globe with millions
of new cases worldwide each year. The diagnostic procedures often rely on expert analysis …

[PDF][PDF] The Transformative Potential of Artificial Intelligence in the Diagnosis of Breast Cancer: A

H Anwar, I Chaudhary - researchgate.net
Breast cancer stands as a pressing health concern for women across the globe with millions
of new cases worldwide each year. The diagnostic procedures often rely on expert analysis …