Search Results - "Ünsal, Serbülent"
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Prediction of gestational diabetes using deep learning and Bayesian optimization and traditional machine learning techniques
Published in Medical & biological engineering & computing (01-07-2023)“…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)…”
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Journal Article -
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A prospective study for gestational diabetes mellitus: Analysis of risk factors in Turkish women for early prediction
Published in International journal of gynecology and obstetrics (01-05-2023)“…Objective To define risk factors for the early prediction of gestational diabetes mellitus (GDM) because the risk of pre‐eclampsia and preterm birth increases…”
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Journal Article -
3
Finding underlying genetic mechanisms of two patients with autism spectrum disorder carrying familial apparently balanced chromosomal translocations
Published in The journal of gene medicine (01-04-2021)“…Background Genetic etiologies of autism spectrum disorders (ASD) are complex, and the genetic factors identified so far are very diverse. In complex genetic…”
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Journal Article -
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A Deep Learning Based Protein Representation Model for Low-Data Protein Function Prediction
Published 01-01-2023“…Protein science is a broad discipline that involves the study of proteins at the individual and proteome levels through both experimental and computational…”
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Dissertation -
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Chemical Analysis and in Vitro Antiviral Effects of Northeast Türkiye Propolis Samples against HSV‐1
Published in Chemistry & biodiversity (01-08-2023)“…Propolis is one of the mixtures with the widest biological activity among natural products used in complementary medicine. HSV‐1 is a highly contagious and…”
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Journal Article -
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Chemical Analysis and in Vitro Antiviral Effects of Northeast Türkiye Propolis Samples against HSV-1 1
Published in Chemistry & biodiversity (21-06-2023)“…Propolis is one of the mixtures with the widest biological activity among natural products used in complementary medicine. HSV-1 is a highly contagious and…”
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Journal Article -
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Learning functional properties of proteins with language models
Published in Nature machine intelligence (01-03-2022)“…Data-centric approaches have been used to develop predictive methods for elucidating uncharacterized properties of proteins; however, studies indicate that…”
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Journal Article -
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Multiscale Tumor Modeling
Published 01-01-2014“…Cancer’s complex behavior decreases success rates of the cancer therapies. The usual steps cancer therapy are, deciding phase of the cancer and planing the…”
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Dissertation