Elizabeth Colantuoni, MS
Baltimore , Maryland
MS , North Carolina State University , 2008
PhD , Johns Hopkins Bloomberg School of Public Health
My research interests relate to analysis of data generated from observational studies. Specifically, I am interested in longitudinal data analysis (LDA) and multi-level models (MLMs) and causal inference within observational studies. I teach courses in both LDA and MLMs.
I currently apply these methods to data from ICAP (Improving Care of Acute lung injury Patients) study from within the Johns Hopkins School of Medicine (PIs Pronovost and Needham).
Another area of research is multi-stage models for Alzheimer's disease prevalence (work with Ron Brookmeyer), we have developed a web-based tool to project the prevalence of Alzheimer's disease globally, for the US or for other user-specified regions. Check is out HERE
View my CV
Biostatistics; Longitudinal data analysis, multi-level models, causal inference, patient safety, critical care medicine
Bienvenu OJ, Colantuoni E, Mendez-Tellez PA, Dinglas VD, Shanholz C, Husain N, Dennison CR, Herridge MS, Pronovost PJ, Needham DM. Depressive symptoms and impaired physical function after acute lung injury: a 2-year longitudinal study. American Journal of Respiratory and Critical Care Medicine. 2011. In press.
Nieder MF, Huskins WC, Colantuoni E, Muschelli J, Harris JM, Rice TB, Brilli RJ, Miller MR. Epidemiology of Central Line Associated Bloodstream Infections in the Pediatric Intensive Care Unit. Infection Control and Hospital Epidemiology. 2011. In press.
Kamdar BB, Shah PA, King LM, Kho ME, Zhou X, Colantuoni E, Collop NA, Needham DM. Patient-Nurse interrater reliability and agreement of the Richards-Campbell Sleep Questionnaire in a Medical Intensive Care Unit. American Journal of Critical Care. 2011. In press.
Dinglas VD, Gellar J, Colantuoni E, Stan VA, Mendez-Tellez PA, Pronovost PJ, Needham DM. Does ICU Severity of Illness Influence Recall of Baseline Physical Function? Journal of Critical Care. 2011. 26: 634.e1–634.e7
Colantuoni C, Lipska BK, Ye T, Hyde TM, Tao R, Leek JT, Colantuoni E, Elkahloun AG, Herman MM, Weinberger DR, Kleinman JE. Temporal dynamics and genetic control of transcription in the human prefrontal cortex. Nature. 2011 Oct 26;478(7370):519-23. doi: 10.1038/nature10524.