Artificial Intelligence Medical Compendium

Explore the latest research on artificial intelligence and machine learning in medicine.

Showing 48,951 to 48,960 of 224,513 articles

Robust and interpretable unit level causal inference in neural networks for pediatric myopia.

NPJ digital medicine
Understanding causal mechanisms in deep learning is essential for clinical adoption, where interpretability and reliability are critical. Most existing AI systems act as black boxes, limiting transparency in medicine. We propose a causal inference fr... read more 

Predicting cardiopulmonary exercise testing outcomes in congenital heart disease through multimodal data integration and geometric learning.

Scientific reports
Cardiopulmonary exercise testing (CPET) provides a comprehensive assessment of functional capacity by measuring key physiological variables including oxygen consumption ([Formula: see text]), carbon dioxide production ([Formula: see text]), and pulmo... read more 

A machine learning model for frailty based on wearable device measurements.

Communications medicine
BACKGROUND: Frailty is an important factor in human aging associated with a broad range of adverse outcomes. Frailty metrics are time intensive to collect making them difficult for larger scale application. METHODS: We apply machine learning to predi... read more