Machine Learning on 50,000 Manuscripts Shows Increased Clinical Research by Academic Cardiac Surgeons
医学教育
医学
普通外科
心理学
作者
Anirudha S. Chandrabhatla,Adishesh K. Narahari,Ke Qiu,Theodore Vasiliadis,Joseph Nguyen,Aditya Singh,Kendra Gray,Raymond J. Strobel,Kenan W. Yount,Leora T. Yarboro,Irving L. Kron,J. Hunter Mehaffey,Ourania Preventza,John A. Kern,Nicholas R. Teman
Academic cardiac surgeons are productive researchers and innovators. We sought to perform a comprehensive machine learning (ML)-based characterization of cardiac surgery research over the past 40 y to identify trends in research pursuits.