Matthew M. Churpek

发表

Comparison of variable selection methods for clinical predictive modeling

L. Nelson Sanchez-Pinto, Laura Ruth Venable, John Fahrenbach, 2018, Int. J. Medical Informatics.

Development and validation of an electronic medical record-based alert score for detection of inpatient deterioration outside the ICU

Vincent Liu, Gabriel J. Escobar, Patricia Kipnis, 2016, J. Biomed. Informatics.

Man vs. Machine: Comparison of a Machine Learning Algorithm to Clinician Intuition for Predicting Intensive Care Unit Readmission

Vineet M. Arora, Matthew M. Churpek, Juan C. Rojas, 2019 .

Predictive Analytics and Machine Learning in Medicine

Matthew M. Churpek, Lazaro Nelson Sanchez-Pinto, 2017 .

A Computable Phenotype for Acute Respiratory Distress Syndrome Using Natural Language Processing and Machine Learning

Dmitriy Dligach, Cara Joyce, Ron Price, 2018, AMIA.

A Deeper Exploration of Contagious Risk and the Neighborhood Effect

Samuel L. Volchenboum, Anoop M. Mayampurath, Michael D. Howell, 2017, CRI.

Using Electronic Health Record Data to Develop and Validate a Prediction Model for Adverse Outcomes on the Wards

Robert D. Gibbons, Matthew M. Churpek, Dana P. Edelson, 2012 .

Location of In‐Hospital Cardiac Arrest in the United States—Variability in Event Rate and Outcomes

Elizabeth A. Hunt, Romergryko G. Geocadin, Mary Ann Peberdy, 2016, Journal of the American Heart Association.

The Development of a Machine Learning Inpatient Acute Kidney Injury Prediction Model*

Matthew M. Churpek, Kyle A. Carey, Dana P. Edelson, 2018, Critical care medicine.

Derivation of a cardiac arrest prediction model using ward vital signs*

David O. Meltzer, Matthew M. Churpek, Dana P. Edelson, 2011, Critical care medicine.

Investigating the Impact of Different Suspicion of Infection Criteria on the Accuracy of Quick Sepsis-Related Organ Failure Assessment, Systemic Inflammatory Response Syndrome, and Early Warning Scores*

Matthew M. Churpek, Dana P. Edelson, M. Churpek, 2017, Critical care medicine.

Predicting Intensive Care Unit Readmission with Machine Learning Using Electronic Health Record Data

Michael D. Howell, Matthew M. Churpek, Juan C. Rojas, 2018, Annals of the American Thoracic Society.

Multicenter Comparison of Machine Learning Methods and Conventional Regression for Predicting Clinical Deterioration on the Wards

David O. Meltzer, Matthew M. Churpek, Dana P. Edelson, 2016, Critical care medicine.

Big Data and Data Science in Critical Care.

Yuan Luo, L. Nelson Sanchez-Pinto, Matthew M. Churpek, 2018, Chest.