01
Decentralised AI 2025

ATD Learning: A secure, smart, and decentralised learning method for big data environments

Information Fusion · Elsevier doi.org/10.1016/j.inffus.2025.102953
02
Decentralised AI Healthcare 2026

A systematic review of artificial intelligence-driven decentralized learning in healthcare: emerging techniques, applications, challenges and future directions

Artificial Intelligence Review · Springer springer.com/article/10.1007/s10462-026-11540-7
03
IoT Healthcare 2025

A comprehensive review on key technologies toward smart healthcare systems based IoT: technical aspects, challenges and future directions

Artificial Intelligence Review · Springer springer.com/article/10.1007/s10462-025-11342-3
04
Continual Learning 2025

LWR-Net: Learning without retraining for scalable multi-task adaptation and domain-agnostic generalisation

Intelligent Systems with Applications · Elsevier doi.org/10.1016/j.iswa.2025.200567
05
Explainability 2025

Explainability, Robustness, and Fairness in User-Centric Intelligent Systems: A Systematic Review

IEEE Transactions · IEEE Xplore ieeexplore.ieee.org/document/11012706
06
Medical AI 2025

FracNet: An end-to-end deep learning framework for bone fracture detection

Pattern Recognition Letters · ScienceDirect sciencedirect.com/pii/S0167865525000340
07
Surveillance 2025

A Scalable and Generalised Deep Learning Framework for Anomaly Detection in Surveillance Videos

International Journal of Intelligent Systems · Wiley onlinelibrary.wiley.com/doi/10.1155/int/1947582
08
Medical AI Explainability 2025

Robust and explainable framework to address data scarcity in diagnostic imaging

Computers in Biology and Medicine · Elsevier doi.org/10.1016/j.compbiomed.2025.111052
Peer-Reviewed Research

Science that proves
what we claim.

Every ATD AI capability is grounded in peer-reviewed, published research. Click any paper to access the full article at its publisher.

All Decentralised AI Healthcare Explainability Continual Learning IoT Surveillance Medical AI

Want the full catalogue?

Dr Laith Alzubaidi's complete publication record — 87 articles and 18,000+ citations — is available on Google Scholar.