ATM and the resulting subtype assignments do not make use of genetic data. However, we used genetic data to assess genetic heterogeneity across inferred subtypes of each disease. We used continuous-valued topic weights in this analysis. We first assessed whether polygenic risk score (PRS) for ove...
14 Adaptive, Complex, Efficient, Scheme, Reduction, Continuous, Parse, Compression, Nonlinear, Cube 15 Tree, Decision, Fast, Parallel, Implementation, Change, Simple, Agent, System, Interface 16 Large, Web, Query, Scale, Environment, Database, Spatial, Index, Efficient, Access 17 Planning, Integ...
We found a robust valence effect in the BOLD fMRI measurements, present in many brain regions, including V1, replicating previous reports5,22. We then performed an inter-area correlation analysis revealing that the amygdala is the source of the widespread valence effect in visual cortex. To furt...
We verified via simulations that this statistical test is well calibrated under a broad range of scenarios with no true interaction, including direct effect of topic on disease, direct effect of disease on topic, pleiotropic SNP effects on disease and topic, and nonlinear effects (Supplementary Fig...
Viewing faces that are perceived as emotionally expressive evokes enhanced neural responses in multiple brain regions, a phenomenon thought to depend critically on the amygdala. This emotion-related modulation is evident even in primary visual cortex (V1
B. 1965. Analysis of factorial experiments by estimating monotone transformations of the data. Journal of the Royal Statistical Society Series B, 27, 251-263. Meulman, J. J. 2003. Prediction and classification in nonlinear data analysis: Something old, something new, something borrowed, something...
ORIGINAL RESEARCH Analysis of Methylene Blue Adsorption onto the Modified Teucrium polium by the Kinetic and Isotherm Nonlinear Models Hatem Ahmed Al-Aoh Pol. J. Environ. Stud. 2024;33(4):4503-4515 DOI: https://doi.org/10.15244/pjoes/177622 Abstract Article (PDF) ...
Nonlinear Analysis By hanging the on trol parameter � in the generalized H� aussler equations (3) in a suitable w a y the real parts of some eigen v alues b e ome p ositiv e, therefore the system an b e driv en to the neigh b ourho o d of an instabilit y p oin t....
2.1. Nonlinear Signal Processing Stationarity of the signal is usually an assumption that oversimplifies reality. The physiological signals are non-stationary signals, whose frequency components will vary under different pathological conditions, including the onset of seizures. In classical Fourier analysis,...
To determine neutralization titers, the half maximal inhibitory concentration (IC50) and 95% confidence intervals (95% CI) were determined using a nonlinear regression model fit with settings for a log agonist versus normalized response curve with GraphPad Prism v10.1.0 Software (GraphPad Software, ...