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However, the validity of pediatric race and ethnicity information in administrative records from large integrated health care systems using electronic medical records is largely unknown.
The ground motion records from large subduction earthquakes, such as the Chile earthquake, are sparse.
The results indicate that long-term ambulatory sleep/wake records from large populations can be measured unobtrusively and accurately by exploiting the ubiquity of smartphones and wearable sensors and the power of deep learning.
Application/conclusions Purchase records from large, nationally representative panels of shoppers, such as those maintained by major market research companies, might be used to accomplish detailed longitudinal epidemiologic studies or surveillance of national food- and nutrient-purchasing patterns within and between countries and segments of their respective populations.
These data are based on both electronic sales records from large retailers and a weighted stratified random sample of smaller retailers.
Our research was driven by the need to link accurately more than 250 million health care records from large UK hospitals for clinical and epidemiological purposes.
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We were also less likely to receive records from larger facilities (300+ beds) (42% versus 47%; p < 0.05).
Recording from large numbers of neurons is essential if engineers are ever to create a seamless, high-throughput data link between the human brain and computers, including to restore lost senses.
Henderson's interest in surgical treatment of Parkinson's disease, coupled with Shenoy's expertise in recording from large numbers of brain cells simultaneously, led them to propose a joint project investigating brain activity during deep-brain stimulation surgery, using the sensor that Shenoy had been using in his laboratory.
He recorded from large numbers of neurons in the rat hippocampus in a subregion called CA1 as the animals moved through a maze shaped like a digital figure '8'.
This study also points to the importance of recording from large neural populations when investigating how complex tasks are performed, so the space in which population coding applies is fully explored.
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