Artificial Intelligence Medical Compendium

BACKGROUND: Parents increasingly use generative artificial intelligence (AI) for health information, but evidence on parental AI use and childhood vaccination is limited. We examined exploratory associations between regular parental AI health-advice ... read more 

BACKGROUND: Atrial cardiomyopathy (AtCM) is increasingly recognised as an underlying atrial substrate contributing to atrial fibrillation (AF), heart failure (HF), and cardio-embolic stroke. However, diagnostic criteria, disease thresholds, and targe... read more 

Concerns have recently been raised that AI-assisted "letter-bombing" may distort medical publishing. Although I share these concerns, prolific Letter writing can arise for legitimate reasons. Using my own publication history as an example, I illustra... read more 

Accurate prediction of global sea surface temperature at sub-seasonal to seasonal (S2S) timescales is critical for drought and flood forecasting, as well as for improving disaster preparedness in human society. Operational physics-based numerical mod... read more 

Nepal frequently experiences natural disasters, including floods. On 26 August 2026, the Rasuwa flash floods struck Nepal, resulting in hundreds of deaths, and leaving thousands of people missing. Infectious diseases represent an important public hea... read more 

Applications of artificial intelligence (AI), particularly large language models (LLMs), are rapidly expanding in emergency medicine, but concerns remain regarding their fairness across diverse patient populations. Fairness extends beyond model accur... read more 

Chest pain is a common high-risk complaint encountered by emergency medical services (EMS). Early identification and treatment of acute coronary syndromes (ACS) improve outcomes, yet prehospital evaluation remains constrained by limited diagnostic re... read more 

read more 

Dental crowding is fundamental to orthodontic diagnosis and treatment planning, yet what constitutes "crowding" remains surprisingly heterogeneous. Space analysis quantifies tooth size-arch length discrepancy, irregularity indices characterize alignm... read more 

Artificial intelligence (AI) is rapidly transforming clinical dentistry, with an increasing number of AI-powered diagnostic and treatment planning tools entering the Australian healthcare market. As clinicians adopt AI-based dental software, it is be... read more