kernel density estimation utilizing matlab 2021a histfit function (MathWorks Inc)
Structured Review

Kernel Density Estimation Utilizing Matlab 2021a Histfit Function, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/kernel+density+estimate+function/pmc09939557-134-57-56
Average 90 stars, based on 1 article reviews
Images
1) Product Images from "Electro-detachment of kinesin motor domain from microtubule in silico"
Article Title: Electro-detachment of kinesin motor domain from microtubule in silico
Journal: Computational and Structural Biotechnology Journal
doi: 10.1016/j.csbj.2023.01.018
Figure Legend Snippet: Effects of 100 MV/m EF on kinesin (solid line) and β -tubulin C-terminus (dotted line) for various EF directions. a) Kinetics of the dipole moment magnitude and c) angle projection (see Eqs. and ). b) translational and d) rotational work carried out by the EF on the protein. Color coding: X (blue), -X (cyan), Z (red), and -Z (violet) EF directions and gray is the trajectory with no EF. The colored lines are the mean from N = 40 for X, N = 10 for -X, N = 10 for Z, N = 10 for -Z trajectories. In c), the gray lines are the reference (no EF) trajectories: solid dark gray and solid light gray for kinesin and β -tubulin C-terminus respectively, in X and -X EF direction (from Eq. ), dashed dark gray and dashed light gray for kinesin and β -tubulin C-terminus respectively, in Z and -Z EF direction (from Eq. ). Distributions on the right display relative probability of the occurrence and the mean of the value for each quantity at the time when zero number of contacts between kinesin and tubulin (see e) was reached. For example, in a), for the trajectories with X EF direction, the value of the kinesin dipole moment magnitude at the time when zero number of contacts was reached was between 1400 D and 1750 D and the mean value was 1575 D. The probability density functions were obtained by fitting with kernel density estimation utilizing MATLAB 2021a histfit function with five bins.
Techniques Used:
Figure Legend Snippet: Dependence of the electric field effects on the kinesin (solid lines) and β -tubulin C-terminus (dotted lines) on the EF strength for the X EF direction. Kinetics of a) the number of contacts between kinesin and tubulin, b) the kinesin displacement. c) the kinesin and β -tubulin C-terminus dipole moment magnitude d) the dipole angle projection, e) rotational, and f) translational work carried out by the EF on the kinesin and β -tubulin C-terminus. Color coding: 100 MV/m (blue), 75 MV/m (cyan), 50 MV/m (red), and 30 MV/m (violet) electric field strength and gray is the trajectory with no EF. The colored lines are the mean from N = 40 for 100 MV/m, N = 30 for 75 MV/m, N = 20 for 50 MV/m, N = 10 for 30 MV/m trajectories. The density functions were obtained from kernel density estimation utilizing MATLAB 2021a histfit function with five bins.
Techniques Used:
Related Articles
other:Article Title: Multiscale analysis of equatorial sclera anisotropy: Revealing discrepancies in fiber orientation and mechanical properties. Article Snippet: The Article Title: Optimal micro-grid battery scheduling within a comprehensive smart pricing scheme. Article Snippet: The simulations run on Article Title: A dual layer secure and energy-efficient model for border surveillance using sea lion inspired strategy in wireless sensor networks. Article Snippet: The network architecture is setup in Article Title: High-accuracy tennis players linearly adjust racket impact kinematics according to impact height during a two-handed backhand stroke. Article Snippet: We hypothesised that high-accuracy players more linearly coordinate racket kinematics with impact heights under random height conditions than low-accuracy players.. We compared the adjustments of racket kinematics according to impact height between highand low-accuracy players.. Fourteen male tennis players hit the incoming balls with a two-handed backhand at different impact heights (21–108% of body height) to a target area. Article Title: Protocol for the quantitative assessment of social and nonsocial reward-seeking in mice using an automated two choice operant assay Article Snippet: Article Title: An interactive information based DCNN-BiLSTM model with dual attention mechanism for facial expression recognition Article Snippet: The proposed approach was implemented in Article Title: Stochastic differential equation modeling approach for grading astrocytomas on brain MRI images. Article Snippet: All simulations and data processing were carried out using Nuclear Magnetic Resonance:Article Title: In Vivo Quantitative T 1 and T 2 Mapping of Human Breast Tissues Using a Custom-Built 50-mT MRI Prototype. Article Snippet: The renewed interest in ultralowfield MRI (< 0.1 T), with its advantages of costeffectiveness and portability, is expected to drive a paradigm shift from traditional MRI scanners to pointofcare imaging systems.. Here, we characterized the in vivo T1 and T2 relaxation times of healthy breast tissues using quantitative MRI at 50 mT to advance the development of ultralowfield breast MRI methodologies.. First, the developed in vivo quantitative mapping protocols were tested and validated using CuSO4doped water phantom experiments on the custombuilt 50mT MRI prototype. |