Research and applications: N-gram support vector machines for scalable procedure and diagnosis classification, with applications to clinical free text data from the intensive care unit. - Ben J. Marafino; Jason M. Davies; Naomi S. Bardach; Mitzi L. Dean; R. Adams Dudley (J. Am. Medical Informatics Assoc., 2014)

Efficient and sparse feature selection for biomedical text classification via the elastic net: Application to ICU risk stratification from nursing notes. - Ben J. Marafino; W. John Boscardin; R. Adams Dudley (J. Biomed. Informatics, 2015)

Electronic health records systems and hospital clinical performance: a study of nationwide hospital data. - Neal Yuan; R. Adams Dudley; W. John Boscardin; Grace A Lin (J. Am. Medical Informatics Assoc., 2019)

Comparison of six natural language processing approaches to assessing firearm access in Veterans Health Administration electronic health records. - Joshua Trujeque; R. Adams Dudley; Nathan Mesfin; Nicholas E. Ingraham; Isai Ortiz; Ann Bangerter; Anjan Chakraborty; Dalton Schutte; Jeremy Yeung; Ying Liu; Alicia Woodward-Abel; Emma Bromley; et al. (J. Am. Medical Informatics Assoc., 2025)