Browsing Tıp Fakültesi by Subject "Gestational diabetes (GD), Clinical decision support system, Deep learning, Bayesian optimization, SVM, Random forest"

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Prediction of gestational diabetes using deep learning and Bayesian optimization and traditional machine learning techniques

Kurt, Burcin; Gurlek, Beril; Keskin, Seda; Ozdemir, Sinem; Karadeniz, Ozlem; Kirkbir, Ilknur Bucan; Kurt, Tugba; Unsal, Serbülent; Kart, Cavit; Baki, Neslihan; Turhan, Kemal (SPRINGER HEIDELBERG-HEIDELBERG, 2023)

The study aimed to develop a clinical diagnosis system to identify patients in the GD risk group and reduce unnecessary oral glucose tolerance test (OGTT) applications for pregnant women who are not in the GD risk group ...

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