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This predictive core — they argue — sets the product apart from rival software products which just plug multiple data signals into a dashboard view for hospital staff to interpret themselves.
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When we stacked multiple data records, signal components would be enhanced in strength, whereas the noise components would cancel each other.
The common description of analysis results originated from experiments involving multiple data sources and signal detection method implementations along with the parameterization applied, including provenance information (i.e. the origin of the results with respect to the data, methods and parameter values that have been employed).
Important part of the design is a digital signal preprocessing unit, allowing fast accumulation of multiple data for separating weak signals from the noise.
Database structure is general and enables the inclusion of multi-dimensional data signals in multiple revisions (no data is overwritten).
"Our position in this whole ecosystem is to take all this very raw and unfiltered and unstructured data signals from multiple parties and then create a layer of analytics on top of it — so we understand who has been to what places.
We used an enhanced version of MatrixREDUCE that can infer PSAMs and can explain the signal variation in multiple data sets simultaneously.
Wang et al. [ 6] identified enrichment of the IL12 signaling pathway in multiple data sets, and Holmans et al. [ 12] found enrichment of the major histocompatibility complex (MHC), immunological response, and antigen processing gene ontology categories.
Weather data, traffic volume and signal data obtained from multiple data sources have been used during the risk assessment and micro simulation modelling.
In the so-called spatial division multiple access (SDMA), the use of multi-antenna arrays allows the base station (BS) to simultaneously transmit multiple data streams to multiple users by exploiting the new signal dimension [1, 2].
Digital signal processors provide specialized SIMD (single instruction multiple data) operations designed to dramatically increase performance in embedded systems.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com