Exact(1)
A RF model trained on a small set of expert-annotated data was able to accurately classify RR, BP and SpO2 alerts in monitored data as they are unfolding online as real or artifact to a helpful degree.
Similar(59)
Another host of companies aim to monitor data as it flows in and out of networks–including through USB ports, e-mail, file transfer protocol and Web browsers.
Exposure to environmental factors is assessed by chemical analyses of bio-specimens including blood, household environment measurements and computational simulations using monitoring data, as well as questionnaires.
Inadequate participant profiling is a major deficit in many schemes [ 9] and owes to inadequate guidance on the collection of monitoring data as well as poor evaluation culture.
Assessment of data from multiple sources, including ongoing program monitoring data as well as national health facility and population-based surveys, revealed seemingly incompatible data findings about SDM availability in facilities and use among women.
To investigate this further, additional longitudinal studies that incorporate the collection of appropriate monitoring data, as well as information on other life-style factors that could potentially contribute to the outcome, will need to be carried out.
We estimated each individual's exposure to ambient air pollution for the gestational period and first year of life using high-resolution pollution surfaces derived from regulatory monitoring data as well as land use regression models adjusted for temporal variation.
We conducted the following sensitivity analyses to ensure that the missing CFs did not affect our overall conclusions: applying CFs calculated from the sites in NM, where measurements took place on the same days; and repeating all analyses with uncorrected JT fixed-site and mobile-monitor data, as has been done in at least one previous study without gravimetric data (Levy et al. 2001).
To assess the impact of preventive measures by the food industry, we analyzed food monitoring data as well as trends in the incidence of listeriosis estimated through three independent sources: the National Reference Center of Listeriosis; a laboratory-based active surveillance network; and two consecutive nationwide surveys of public hospital laboratories.
In the case of time series analyses of short-term exposures, the need to ensure the relevance of the monitoring data as well as the need to have a study population of a size for sufficent power has limited analyses to large cities; hence, exurbs, small cities, and rural areas are not generally represented in the literature, which may compromise the generalizability of the results.
Monitored data such as media appliance throughput, utilization, disk I/O are made available in form of two-dimensional charts.
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