The Phase Lag Index (PLI), first proposed by Stam et al., attempts to minimise the impact of volume conduction and common sources inherent in EEG data by averaging the signs of phase differences, thereby ignoring average phase differences of 0 or 180 degrees63. This is based on the ...
we explain the one-column Jansen–Rit model, and then in a network and alter the external input in four levels. We used four measures to quantify synchronization: Pearson Cross-Correlation, Phase Locking Value, Kuramoto Order Parameter, and Phase Locking Index12,74. We discovered...
we simulated global\(T_e\)distributions for pre-storm, main and recovery phase conditions (Fig.2). In our NN model, the time progression of events is parametrized with a time history of the Hp30 index of up to 12 h (see the Methods section and Supplementary Fig.S2)...
Genome Analysis: A support vector machine with a linear kernel was trained using the scikit-learn Python library to distinguish between 120-base pair sliding windows in the 5′ end and the frameshifting region of SARS-CoV-2 (NC_045512.2) based on the following features: percent A content, per...
The Naïve Bayes classifier was performed by density-based sensitivity index for principal strata as proportional hazard model of 30-day surgical risk mortality according to European System for Cardiac Operative Risk Evaluation inputs-outputs in 100 consecutive cases (from August to September 2013 ...
Similarly in the protamine chain, the dehydration free energy of Arg is obtained in the hydration volumes of Arg4, Arg16 and Arg32, where the subscript indi- cates the residue index in sequence (Supplementary Fig. 3). The cal- culated free energies were used to compute the average ...
2a, phase separation index29). To confirm this, we expressed and purified the MEC-2 C-terminal domain (residues 371–481) and studied its structural and phase separation properties in vitro. As expected for an intrinsically disordered protein, the nuclear magnetic resonance (NMR) 1H–15N ...
(c) Ensemble mean-squared displacement versus lag time at 24 hrs for the three representative variants (GRGNSPYS, GRGDSPYS, and GQGNSPYS), showing liquid-like behavior even after 24 hrs of phase separation. Source data Extended Data Table 1 System specific changes to saturation concentration...
The one-month lag between the two variables can be attributed to the fact that the EIR represents the number of mosquito bites leading to the disease, while the number of confirmed cases represents individuals who have tested positive for malaria after the parasite has developed in their bodies ...