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Scientists often collect personal data from subjects but pledge to keep it confidential.
METHODS AND RESULTS: Using fMRI data from subjects engaged in various tasks, the CMU team trained computers to recognize which fMRI patterns accompanied cognitive states for different tasks.
This study was designed using a quasi experimental pre post- design that analyzed data from subjects who performed MELT.
After excluding data from subjects without baseline airway inflammation, positive treatment effects were more pronounced and included decreased sputum IL-8 levels (P = 0.032).
Using the new computer model with data from subjects' brain scans, they were able to reconstruct the moving images people viewed.
Simulation results showed that the neuromechanical outputs generated by the NMS model resemble experimental data from subjects standing on a stable surface.
Alternatively when data from subjects with or without diabetes were plotted separately, the slopes were identical but the y-intercepts were different.
Appropriate reference signals and scenarios were designed according to the system identification and human operator modeling theory, to collect data from subjects.
However, because of the small number of subjects with *5 allele (*1/*5 (n=4), *5/*10 (n=3)), only the data from subjects without *5 allele were subjected to statistical analysis.
First, digital sensors, enabled by the advent of micro-electro-mechanical systems, are now small and ubiquitous, which enables the collection of data from subjects in their naturalistic settings using smartphones and other personal digital devices.
The producers gathered, observed and examined data from subjects in Florida and Connecticut.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com