et al. [125] that the local model obtained in the zero horizon limit is given by a deformation field, that is, the weak solution of the linear wave equation on the domain with the growing crack satisfies the zero traction condition of the sides of the crack. This is in agreement with ...
Based on the interests of stakeholders, smart EMSs can be categorized into three main groups, namely— aggregator based schemes (ABSs), distribution system operator based schemes (DBSs), and system based schemes (SBSs) [199,200,201]. 5.1.2.1 Aggregator based schemes The ABSs can be derived ...
in particular light-sheet fluorescence microscopy (LSFM), have spread the possibility of performing cm-sized volumetric reconstruction of biological specimens, such as the human brain10,11,12,13,14. However, the development of automatic tools able to perform cell counting on human brain 3D reconstru...
The analysis was performed using R version 4.1.3 software and the Python programming language. Results For mortality prediction, the mboost model demonstrated the highest sensitivity at 96.9% (95% CI: 0.83–0.99) and an ROC area of 0.88. It also exhibited high specificity at 80% (95% CI: ...
and then a resizing process is performed to resize the image to 1504 × 1504 × 3 using the bilinear interpolation method from the Python Pillow package, in order to be compatible with the input size (i.e., a multiple of 32) of the D-LinkNet (c.f., Section 3.2.1) while retaining ...
(the large peak near 524 s) and malic acid (the large peak near 540 s). Two smaller peaks are closely eluting with malic acid providing a good test for deconvolution. Both PyMS and AnalyzerPro performed similarly to an experienced operator in the identification of peaks. For the list of ...
Predictive statistics were gathered as well as receiver operator characteristic (ROC) curves for each combination to visualize the classification performance (true positive rate vs. false positive rate) of the classifiers. Predictive modeling approaches include: logistic regression, RF, and support vector...
a mobile operator, located in the Middle East that has about 35 million mobile subscribers to categorize the subscribers into four loyal groups based on the level of customer’s loyalty during their life cycle. The usage patterns are obtained from detailed call/event records based on mobile servi...
The Radiomics package of Python software was used to extract image omics features. Feature screening was performed using intra - and inter-group correlation coefficients, redundancy analysis, minimum absolute contraction, and selection operator (LASSO) regression analysis. Four image omics features were ...
In another study, [36] utilized Python programming to analyze images of streets and buildings in Bisceglie, Italy, and determined their vulnerability levels. As the seismic evaluation of internal elements is imperative, [3] employed the YOLO method to identify and label building internal components ...