Specifically, to determine HR values from the signal waveform captured by the FAST device, a band-pass filter and peak detection algorithm are implemented. Additionally, the CO can be calculated through a nonlinear regression model consisting of biometric parameters (gender, age, weight, and height...
The anomaly detection of electrocardiogram (ECG) data is crucial for identifying deviations from normal heart rhythm patterns and providing timely interventions for high-risk patients. Various autoencoder (AE) models within machine learning (ML) have been proposed for this task. However, these models ...
et al. A bioinformatic framework for immune repertoire diversity profiling enables detection of immunological status. Genome Med. 7, 49 (2015). Article PubMed PubMed Central Google Scholar Rényi, A. in Proc. Fourth Berkeley Symp. Mathematical Statistics and Probability Vol. 1: Contributions to ...
As a result, the effective detection of CNVs is achieved with lower computational complexity. The experimental results indicate that the proposed method demonstrates outstanding performance, and hence it may be used as an effective tool for CNV detection....
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Using an autonomous underwater vehicle to track the thermocline based on peak-gradient detection. IEEE J. Oceanic Eng. 37 (3), 544 – 553. doi: 10.1109/JOE.2012.2192340 [42] Zhang, Y., Godin, M. A., Bellingham, J. G., and Ryan, J. P. (2012b). Using an autonomous underwater ...
For instance, where false or noisy signals overlap true signals there is no error-free detection threshold for a signal detector, only a choice of the relative frequencies of type 1 (false positive) and type 2 (false negative) errors. Such measurement errors may mask or distort sensitive ...
detection of functional transcription factor binding sites (TFBSs), and detection of accessibility changes in genome-wide association studies (GWAS) or expression quantitative trait loci (eQTLs). While a detailed description follows in the proceeding sections, summarized over all tasks we found that Ch...
To elucidate how these enzymes work together in successive laminarin degradation, we used high-performance liquid chromatography method with photo diode array detection analyses. The data indicated an enzymatic functional cascade in three steps (Fig. 2d): The exo-acting β-1, 6-glucosidase FbGH30 ...
Packet processor 82, in one embodiment, is operative to detect such changes in the characteristics of the data flow by examining data encapsulated in upper layers of each packet, such as the detection of MIME types, etc. As discussed above, to identify a traffic class associated with the ...