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Epidemiological data are collected from patients by the attending physicians on standardized data collection forms.
The Principal Component Analysis applied on standardized data related to Hg species and chemical composition of soil revealed the main contributors to the variability and the dominant factors governing the fate of Hg species in soil.
Each of the different features is derived from VS and TS facial videos using LBP-TOP and HDTP facial descriptors on standardized data and provided as inputs to a SVM for stress classification.
Each tablespoon (stock analyses are an approximation based on standardized data): 50 calories; 6 grams protein; 2 grams carbohydrates; 0 fiber; 2 grams fat; 0 saturated fat; 0 cholesterol; 84 mg.
Each cup (stock analyses are an approximation based on standardized data): 86 calories; 6 grams protein; 8 grams carbohydrates; 0 fiber; 3 grams fat; 1 gram saturated fat; 7 mg.
Each tablespoon (stock analyses are an approximation based on standardized data): 84 calories; 3 grams protein; 1 gram carbohydrates; 0 fiber; 5 grams fat; 3 grams saturated fat; 11 mg.
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Clinical and demographic data was collected in clinical research forms (Additional file 1) and subsequently transferred in databases with special emphasis on standardizing data collection and definition of reaction between all cohorts [ 20, 21].
As a consequence, it may be more tempting to propose new organizations, web sites and portals than to lay the foundation for them, which caused a Nature editorial to admonish that " Initiatives for digital research infrastructure should focus more on making standardized data openly available, and less on developing new portals" [ 9].
In the last years there was a lot of foundation work on gathering standardized data and now we can start to use some of the advanced AI techniques to bring huge efficiency and quality gains to enterprise companies," says Rasmus Rothe, co-founder and CTO of Germany-based research lab and venture builder Merantix.
There has been increasing emphasis on the need for standardizing data collection on functional status for the purpose of quality assurance and for setting health and research policies, which should broadly cover an individual's ability to perform activities of daily living and to participate in societal activities.
All data described earlier were processed to one of the standardized data formats and stored on the web server.
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