Classifying readmissions to a cardiac intensive care unit

DOI10.1007/s10479-016-2350-xzbMath1462.62685OpenAlexW2555599974MaRDI QIDQ1639249

Yaman Roumani, Mohan Tanniru, Joseph K. Nwankpa, Yazan F. Roumani

Publication date: 12 June 2018

Published in: Annals of Operations Research (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10479-016-2350-x

zbMATH Keywords

logistic regressiondata miningimbalanced datareadmissionintensive care unitrisk of morbidity and mortality

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Generalized linear models (logistic models) (62J12) Reliability and life testing (62N05)

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Uses Software

• LIBSVM
• LIBLINEAR
• SMOTE

Cites Work

• Weighted relaxed support vector machines
• Adjusted support vector machines based on a new loss function
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