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A pilot study of ion current estimation by ANN from action potential waveforms
(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 ...
Model nöronların elektrokimyasal enerji tüketiminin diferansiyel denklem sistemleri kullanılarak incelenmesi
(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 ...
Estimating currents from action potentials using single and multi-output neural network models
(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 ...
Classification of diabetic cardiomyopathy-related cells using machine learning
(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 ...
Use of phase-contrast MRI to measure aortic stiffness in young-onset hypertension: a pilot study
(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 ...
Comparing nonlinear optimization techniques to predict dynamic parameters of biological processes in nonlinear differential equation models
(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. ...