Melissa J Smith (Melissa Jay)

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 5

Top Topics

Intensive Care Unit

Electronic Health Record

Top Venues

Statistics in medicine

Biometrical journal. Biometrische Zeitschrift

JMIR medical informatics

University of Iowa

University of Iowa (PHD)

This page only lists publications with an associated author ORCID identifier.

Affiliation History

University of Iowa

United States

NSF Graduate Research Fellow :: Department of Biostatistics

Education History

University of Iowa Jun 01 2018

United States

PHD :: Department of Biostatistics

Publications

Melissa J Smith, Leslie A McClure, D Leann Long
Path-specific causal decomposition analysis with multiple correlated mediator variables. Statistics in medicine (2024)
Melissa J Smith, Mary E Charlton, Jacob J Oleson
Causal decomposition maps: An exploratory tool for designing area-level interventions aimed at reducing health disparities. Biometrical journal. Biometrische Zeitschrift (2023)
Melissa J Smith, Jacob Oleson, Mary Charlton, Ali Arab
A Bayesian approach for estimating age-adjusted rates for low-prevalence diseases over space and time. Statistics in medicine 40 (12) (2021)
Melissa J Smith, Rebecca A Betensky
Displaying survival of patient groups defined by covariate paths: Extensions of the Kaplan-Meier estimator. Statistics in medicine 40 (8) (2021)
Thomas A Desautels, Jacob Calvert, Jana L Hoffman, Melissa J Smith, Yaniv Kerem, Lisa Shieh, David Shimabukuro, Uli Chettipally, Mitchell D Feldman, Chris Barton, David J Wales, Ritankar Das
Prediction of Sepsis in the Intensive Care Unit With Minimal Electronic Health Record Data: A Machine Learning Approach. JMIR medical informatics 4 (3) (2016)