Yazar "0000-0002-1219-6368" için Eczacılık Fakültesi / Faculty of Pharmacy listeleme
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Detection of COVID-19 by Machine Learning Using Routine Laboratory Tests
Cubukcu, Hikmet Can; Topcu, Deniz Ilhan; Bayraktar, Nilufer; Gulsen, Murat; Sari, Nuran; Arslan, Ayse Hande (2021)Objectives The present study aimed to develop a clinical decision support tool to assist coronavirus disease 2019 (COVID-19) diagnoses with machine learning (ML) models using routine laboratory test results. Methods We ... -
Estimation of Low-Density Lipoprotein Cholesterol Concentration Using Machine Learning
Cubukcu, Hikmet Can; Topcu, Deniz İlhan (2021)Objective Low-density lipoprotein cholesterol (LDL-C) can be estimated using the Friedewald and Martin-Hopkins formulas. We developed LDL-C prediction models using multiple machine learning methods and investigated the ...