Models

Large language models versus classical machine learning performance in COVID-19 mortality prediction using high-dimensional tabular data

Ethical considerationThe study was approved by the Institutional Review Board (IRB) of Shahid Beheshti University of Medical Sciences (IR.SBMU.RIGLD.REC.004 and...

Machine learning-based personalized training models for optimizing marathon performance through pyramidal and polarized training intensity distributions

Study design and ethicsAll experimental procedures adhered to the Declaration of Helsinki standards and received approval from Hanyang University’s Institutional...

Large language models as educational collaborators: developing non-conventional teaching aids in pharmacology & therapeutics | BMC Medical Education

Key findingsThis comparative evaluation of two LLMs, DeepSeek and ChatGPT, demonstrated that both can generate high-quality educational content across various...