Browsing Cerrahi Tıp Bilimleri by Author "Baki, Neslihan"

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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 ...
A prospective study for gestational diabetes mellitus: Analysis of risk factors in Turkish women for early prediction

Kurt, Burcin; Gurlek, Beril; Keskin, Seda; Kurt, Tugba; Kasap, Zeliha Aydin; Kirkbir, Ilknur Bucan; Kart, Cavit; Ozdemir, Sinem; Baki, Neslihan; Unsal, Serbulent; Turhan, Kemal (WILEY-HOBOKEN, 2023)

Objective: To define risk factors for the early prediction of gestational diabetes mellitus (GDM) because the risk of pre-eclampsia and preterm birth increases in mothers who are diagnosed with GDM. Materials and methods: ...

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