Author

Kai-Yun Huang

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Case report Open access Oct 2026

Case Report: Integrated physiological and performance profiling of an elite athlete with differences of sex development

Background Recent developments in athlete eligibility frameworks, including sex-determining region Y (SRY) gene screening, have renewed focus on the biological basis of sex classification in sport. However, the relationship between genetic and endocrine markers and sport-specific performance remains incompletely unders...

Ke Hu, Kai-Yun Huang, Xiao Xu et al. · Frontiers in Sports and Acti... · 0 citations

#artificial intelligence Review Oct 2026

ProCARE: Real-World Study Automation via Profile-Grounded Evidence Contracts

Real-world studies (RWS) analyze routinely collected healthcare data, such as electronic health records and insurance claims, to estimate treatment effects, monitor safety, and identify risk factors outside randomized trials. Automating RWS with large language model agents is appealing but brittle: valid analyses depen...

Zhao-Yu Fan, Bo-Wen Han, Jin-Cheng Ou et al. · 1 citation