Pattern matching algorithm is utilized to calculate the slope waveform of the incoming acoustical signal to compare with the RPW larvae waveform and confirms its presence showing an accuracy of 92.2%.doi:10.1016/j.micpro.2021.103823Leena Nangai V...
imputation methods, such as k-means clustering with purity-based k nearest neighbor (KNN) imputation and distance threshold nearest neighbors imputation [49], random forest combined with the expectation maximization (EM) algorithm and (KNN) [84], multilevel multiple correspondence analysis and multile...
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We took advantage of meta-analysis methods with a uniform pipeline for heterogeneity (MMUPHin) and a machine learning algorithm to identify multi-kingdom microbial markers. Our study demonstrates that diagnostic models with multi-kingdom markers perform better than models based on single-kingdom ...
For disconnected shapes, use pattern recognition or machine learning to infer the missing segments. Testing and Validation: Test on various occluded images, starting from simple gaps to more complex occlusions. Validate the algorithm's ability to naturally complete the curve without abrupt transitions...
An implementation of the SZZ algorithm, i.e., an approach to identify bug-introducing commits. - wogscpar/SZZUnleashed
This pipeline performs multiple alignments and strict filtering algorithm to improve sensitivity and reduce the false positive rate. GFusion successfully detected 34 from 43 previously reported fusions in four cancer datasets. We also demonstrated the effectiveness of GFusion using 24 million 76 bp ...
Cell type compositions (CD8 T lymphocytes, CD4 T lymphocytes, natural killer cells, B lymphocytes, neutrophils and monocytes) were estimated using GLINT [19] with the ReFACTor algorithm [20]. We first identified CpGs for MetS and individual MetS components using Model 1 with a basic set of ...
and their proxies (r2 > 0.8), using VEP (Ensembl release 99)26 to extract information on the impact of a variant on a transcript or protein including their deleteriousness scores using the Sorting Intolerant From Tolerant algorithm (SIFT, version 5.2.2)100 and PolyPhen-2 (Version 2.2.21...
(see details in the following section). EyeMusic transforms each pixel of a given image into what we term auditory soundscapes, an auditory pattern preserving shape, color, and spatial layout of objects. In brief, the EyeMusic algorithm down-samples each image to 50*30 pixels. Then, a ...