Chung Yuan Christian University

Eco-Friendly In-Situ Zwitterionization of Stent Metalswith Phosphonic Sulfobetaine Copolymers for Durable Antibiofoulingand Hemocompatibility

Abstract Although stainless steel (SS) is widely used for cardiovascular stents, its surface is prone to undesirable biological interactions that contribute to thrombosis, infection and restenosis. In this study, zwitterionic copolymers composed of poly(vinylphosphonic acid) (PVP...

Modeling suicidal thoughts and behaviors in university students: integrating suicide theory with interpretable machine learning

University students are at risk of suicidal thoughts and behaviors (STB), with prevalence rates higher than those in the general population. Machine learning (ML) enhances the accuracy of STB prediction and provides new possibilities and explanatory frameworks for this issue. Thi...