Based on the knowledge of the Li-ion/polymer battery properties, the industry has formed a three-stage Li-ion battery charge algorithm: pre-charge stage, constant current charge stage, and constant voltage charge stage. In a pre-charge stage, a battery is adjusted to prepare for fast charging...
(2021). The algorithm steps are briefly reported in Sect. 2.1. The internal point method is described in Sect. 2.2 and allows measurement of the Mach number and the flow angle within the flowfield. The wall point method is presented in Sect. 2.3 and exploits the constancy of the Riemann ...
The standard algorithm was adopted, and the window width and window position were 2000/200Hu. The image data was transmitted to the Philips workstation in DICOM format and the Linux system was used to perform MPR (multi-plane reconstruction). The overall anatomical characteristics and the main ...
In addition, ensemble learning has been proposed because it is more effective and has a better generalization ability than single algorithms [15]. Coupling PVAT imaging features with the ML algorithm may hold promise for improving cardiovascular prevention by enhancing early detection capabilities [16]...
Algorithm for Assessment of Postinfective Fatigue Syndrome (PIFS) at Six Months Follow-up eFigure 3. Spearman Rank Correlation Heatmap of Independent Variables eReferences. Supplement 2. Data Sharing Statement 1. Soriano JB, Murthy S, Marshall JC, Relan P, Diaz JV; WHO Clin...
Further, the steps of a method or algorithm described in connection with the aspects disclosed herein may be embodied directly in hardware, in a software module executed by a processor, or in a combination of the two. A software module may reside in RAM memory, flash memory, ROM memory, EP...
which is a point in the six-dimensional parameter space. The algorithm starts withkpredefined initial neurons, and iteratively adjusts these during the learning process to yieldkdistinct clusters. An intuitive, metaphorical description of the method is that one throws a fishing net over the data,...
This study presents the design and analysis of a compact 28 GHz MIMO antenna for 5G wireless networks, incorporating simulations, measurements, and machine learning (ML) techniques to optimize its performance. With dimensions of 3.19 λ₀ ×
Tumor purity was evaluated based on stromal score and immune score, which were calculated by the estimate package on transcriptome data. The immune cell subsets infiltrating on each sample were estimated by EPIC, a deconvolution algorithm based on transcriptome data. A total of 1,794 distinct immun...
Immune correlation analysis The Xcell algorithm [27] was used to quantify the infiltrating abundance of immune cell and tumor microenvironment scores for all tumor samples. We obtained a list of immunomodulators that are crucial in immunotherapy from previous publications [14]. To investigate the ...