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A pilot study of ion current estimation by ANN from action potential waveforms 

Şengül Ayan, Sevgi; Süleymanoğlu, Selim; Özdoğan, Hasan (Journal of Biological Physics, 2022)
Experiments using conventional experimental approaches to capture the dynamics of ion channels are not always feasible, and even when possible and feasible, some can be timeconsuming. In this work, the ionic current–time ...
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Classification of diabetic cardiomyopathy-related cells using machine learning 

Dalaman, Uğur; Şengül Ayan, Sevgi; Yaraş, Nazmi (Moscow University Physics Bulletin, 2022)
The patch-clamp technique is a significant tool in current electrophysiology research, especially in cardiovascular diseases, because it can capture electrical activity of the heart from cardiomyocytes. It is challenging ...
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Analysis of parameter changes of a neuronal network model using transfer entropy 

Şengül Ayan, Sevgi; Gençağa, Deniz (International Advanced Researches and Engineering Journal, 2020)
Understanding the dynamics of coupled neurons is one of the fundamental problems in the analysis of neuronal model dynamics. The transfer entropy (TE) method is one of the primary analyses to explore the information flow ...
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Estimating currents from action potentials using single and multi-output neural network models 

Süleymanoğlu, Selim; Şengül Ayan, Sevgi; Özdoğan, Hasan (Second International Congress on Biological and Health Sciences, 2022)
Ion channels are water-filled pores formed by membrane proteins abundant in excitable cells' plasma membranes. Ion channels are responsible for converting signals into biological responses. They are primarily engaged in ...
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Nöronlardaki enerji tüketiminin sıcaklık bağımlılığının iki bölmeli matematiksel modelde analiz edilmesi 

Şengül Ayan, Sevgi (IVPE, 2022)
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Modeling and analyzing Ca2+ channel dynamics during cardiac action potential 

Şengül Ayan, Sevgi; Sırcan, Ahmet K.; Kurt, Ahmet; Özdoğan, Hasan (International Conference on Applied Analysis and Mathematical Modeling, 2019)
We have studied the cardiac action potential model which consists of 26 nonlinear first-order differential equations in a detailed manner computationally. Later, it has been discussed what is the role of the Ca2+ ion channel ...
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Model nöronların elektrokimyasal enerji tüketiminin diferansiyel denklem sistemleri kullanılarak incelenmesi 

Şengül Ayan, Sevgi (2. Uluslararası Bilimsel Araştırmalar ve Yenilikçi Çalışmalar Sempozyumu, 2022)
Nöronlar tarafından aksiyon potansiyeli üretimi, enerji gerektiren yoğun bir süreçtir ve nöronların sinyal iletim aktivitesini korumak için ne kadar metabolik enerjinin gerekli olduğunu belirlemek, oldukça pratik öneme ...
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Mathematical model of the ventricular action potential and effects of isoproterenol-induced cardiac hypertrophy in rats 

Şengül Ayan, Sevgi; Sırcan, Ahmet K.; Abewa, Mohamedou; Kurt, Ahmet; Dalaman, Uğur; Yaraş, Nazmi (European Biophysics Journal, 2020)
Mathematical action potential (AP) modeling is a well-established but still-developing area of research to better understand physiological and pathological processes. In particular, changes in AP mechanisms in the isoproterenol ...
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Comparing nonlinear optimization techniques to predict dynamic parameters of biological processes in nonlinear differential equation models 

Şengül Ayan, Sevgi (Black Sea Summit 8th International Applied Sciences Congress, 2022)
The modeling of nonlinear dynamics, which has been a significant research topic for half a decade. During the development process, the modeler creates a model that is as close to the underlying real dynamics as possible. ...
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Use of phase-contrast MRI to measure aortic stiffness in young-onset hypertension: a pilot study 

Özer Gökaslan, Çiğdem; Gökaslan, Serkan; Demirel, Emin; Şengül Ayan, Sevgi (Cardiology in the Young, 2022)
Young-onset hypertension is defined as hypertension diagnosed before the age of40 years. Aortic pulse wave velocity is an indication of aortic stiffness. MRI assessment has beenwell verified compared to invasive pressure ...
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Şengül Ayan, Sevgi (15)
Gençağa, Deniz (3)Kurt, Ahmet (3)Özdoğan, Hasan (3)Dalaman, Uğur (2)Süleymanoğlu, Selim (2)Sırcan, Ahmet K. (2)Yaraş, Nazmi (2)Abewa, Mohamedou (1)Demirel, Emin (1)... View MoreSubjectNumerical modeling (3)Sayısal modelleme (3)Transfer entropy (3)Bilgi teorisi (2)Cardiac action potential (2)Doğrusal olmayan dinamikler (2)Hodgkin-Huxley model (2)Hodgkin-Huxley modeli (2)Information theory (2)Kardiyak aksiyon potansiyeli (2)... View MoreDate Issued2022 (7)2020 (3)2019 (2)2018 (1)2021 (1)2024 (1)Has File(s)Yes (10)No (5)

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