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Large Language Models Using Clinical Text in Pediatrics: A Scoping Review.

Large language models (LLMs) are increasingly being applied to analyze clinical data, primarily clinical text, with an increasing emphasis on integration in health care. However, the use of LLMs in pediatric care remains underexplored.
www.ncbi.nlm.nih.gov

Prospective Evidence on Artificial Intelligence-Assisted Melanoma Diagnostics: A Systematic Review and Meta-Analysis.

Dermoscopy is a standard of care for melanoma diagnostics, and artificial intelligence (AI) systems are increasingly investigated as decision-support tools. Prospective evidence is essential to assess their performance compared to dermatologists.
www.ncbi.nlm.nih.gov

基于学习分析的外语自主学习行为模式识别与评价模型研究

基于某高校外语课程16周日志与考核数据,构建T/R/A/I/D/F六维指标,K-means识别四类行为:高投入-高互动、任务驱动-低互动、被动浏览、间歇-夜间。ANOVA/K–W显示四型在成绩、形成性、词汇增益与满意度差异显著(p
www.sci-open.net