Predicting Adverse Outcomes in End Stage Renal Disease: Machine Learning Applied to the United States Renal Data System

Zeid Khitan; Alexis D Jacob; Courtney Balentine; Adam N Jacob; Juan R Sanabria; Joseph I Shapiro

doi:10.18590/mjm.2018.vol4.iss4.8

Predicting Adverse Outcomes in End Stage Renal Disease: Machine Learning Applied to the United States Renal Data System

Zeid Khitan
, Alexis D Jacob
, Courtney Balentine
, Adam N Jacob
, Juan R Sanabria
, Joseph I Shapiro

Marshall University

University of Texas at Southwestern
University of Toledo

Research output: Contribution to journal › Article › peer-review

Original language	American English
Journal	Marshall Journal of Medicine
DOIs	https://doi.org/10.18590/mjm.2018.vol4.iss4.8
State	Published - 1800

Keywords

machine learning
end stage renal disease
mortality
hemodialysis

Disciplines

Health and Medical Administration
Nephrology

Access to Document

10.18590/mjm.2018.vol4.iss4.8License: Unspecified

Machine Learning and the USRDSFinal published version, 392 KBLicense: Unspecified
Machine Learning and the USRDSFinal published version, 392 KBLicense: Unspecified

Cite this

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title = "Predicting Adverse Outcomes in End Stage Renal Disease: Machine Learning Applied to the United States Renal Data System",

keywords = "machine learning, end stage renal disease, mortality, hemodialysis",

author = "Zeid Khitan and Jacob, \{Alexis D\} and Courtney Balentine and Jacob, \{Adam N\} and Sanabria, \{Juan R\} and Shapiro, \{Joseph I\}",

year = "1800",

doi = "10.18590/mjm.2018.vol4.iss4.8",

language = "American English",

journal = "Marshall Journal of Medicine",

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TY - JOUR

T1 - Predicting Adverse Outcomes in End Stage Renal Disease: Machine Learning Applied to the United States Renal Data System

AU - Khitan, Zeid

AU - Jacob, Alexis D

AU - Balentine, Courtney

AU - Jacob, Adam N

AU - Sanabria, Juan R

AU - Shapiro, Joseph I

PY - 1800

Y1 - 1800

KW - machine learning

KW - end stage renal disease

KW - mortality

KW - hemodialysis

UR - https://mds.marshall.edu/mjm/vol4/iss4/8

U2 - 10.18590/mjm.2018.vol4.iss4.8

DO - 10.18590/mjm.2018.vol4.iss4.8

M3 - Article

JO - Marshall Journal of Medicine

JF - Marshall Journal of Medicine

ER -

Predicting Adverse Outcomes in End Stage Renal Disease: Machine Learning Applied to the United States Renal Data System

Keywords

Disciplines

Access to Document

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Cite this