N-gram support vector machines for scalable procedure and diagnosis classification, with applications to clinical free text data from the intensive care unit

Por Marafino, Ben J, Davies, Jason M, Bardach, Naomi S, Dean, Mitzi L, Dudley, R Adams
Publicado em 2014

Thirty-day Hospital Readmissions in Systemic Lupus Erythematosus: Predictors and Hospital and State-level Variation

Por Yazdany, Jinoos, Marafino, Ben J., Dean, Mitzi L., Bardach, Naomi S., Duseja, Reena, Ward, Michael M., Dudley, R. Adams
Publicado em 2014

Changes in the Health Status of Women During and After Pregnancy

Por Haas, Jennifer S, Jackson, Rebecca A, Fuentes-Afflick, Elena, Stewart, Anita L, Dean, Mitzi L, Brawarsky, Phyllis, Escobar, Gabriel J
Publicado em 2005

Predictors of Early Post-discharge Mortality in Critically Ill Patients: A Retrospective Cohort Study from the California Intensive Care Outcomes Project

Por Vasilevskis, Eduard E., Kuzniewicz, Michael W., Cason, Brian A., Lane, Rondall K., Dean, Mitzi L., Clay, Ted, Rennie, Deborah J., Dudley, R. Adams
Publicado em 2010

The Effect of Race and Ethnicity on Outcomes Among Patients in the Intensive Care Unit: A Comprehensive Study Involving Socioeconomic Status and Resuscitation Preferences

Por Erickson, Sara E., Vasilevskis, Eduard E., Kuzniewicz, Michael W., Cason, Brian A., Lane, Rondall K., Dean, Mitzi L., Rennie, Deborah J., Dudley, R. Adams
Publicado em 2011

Mortality Probability Model III and Simplified Acute Physiology Score II: Assessing Their Value in Predicting Length of Stay and Comparison to APACHE IV

Por Vasilevskis, Eduard E., Kuzniewicz, Michael W., Cason, Brian A., Lane, Rondall K., Dean, Mitzi L., Clay, Ted, Rennie, Deborah J., Vittinghoff, Eric, Dudley, R. Adams
Publicado em 2009

Validation of Prediction Models for Critical Care Outcomes Using Natural Language Processing of Electronic Health Record Data

Por Marafino, Ben J., Park, Miran, Davies, Jason M., Thombley, Robert, Luft, Harold S., Sing, David C., Kazi, Dhruv S., DeJong, Colette, Boscardin, W. John, Dean, Mitzi L., Dudley, R. Adams
Publicado no JAMA Netw Open (2018)