Ahmed Abdelalim

Protocol: From Pilots to Practice: A Scoping Review of Artificial Intelligence Adoption in the Healthcare Sector of the GCC Countries and Egypt

Protocol (version 0.6, 17 October 2026) for a scoping review mapping the adoption of artificial intelligence across five healthcare sectors in Saudi Arabia, the United Arab Emirates, Qatar, Kuwait, Bahrain, Oman and Egypt (2015–2026): hospitals and providers; pharmaceutical compa...

Advice from Half the Picture: How Language Models Steer Complex Human Decisions from Partial Information, and a Dimension-Disclosure Protocol

People increasingly ask large language models (LLMs) for advice on relationship, family and management decisions, usually in a single sentence, while the dimensions that decide such questions (context, history, the people affected, religion and values, consequences) are known onl...