The phrase "approaches data from" is correct and usable in written English.
It can be used when discussing the perspective or methodology someone uses to analyze or interpret data.
Example: "The researcher approaches data from a qualitative perspective, focusing on the experiences of the participants."
Alternatives: "examines data from" or "analyzes data from".
In both the ICA and HMM approaches, data from all voxels are used and therefore no prior spatial localization assumptions (e.g., seed voxels) are required.
25, 27– 29 To illustrate the potential impact of complementary approaches, data from the original studies have been reanalyzed using these alternative approaches (see Figure 1 and Tables 1– 3).
Before the inception of population-based approaches, data from multiple subjects or animals were evaluated using either a naive pooled approach, where data from all individuals are pooled and fit simultaneously ignoring individual differences in exposure and response, or the "two-step" method, where each individual's data are fit, and summary statistics were determined from the individual values.
With the centralized approach, data from all the devices is collected in one place.
However, with this approach, data from the pseudoautosomal regions on the X chromosome pose special challenges.
(3) Adjustment of the automated approach: Data from video with good quality were processed automatically and compared to manual video processing.
Alberta APPROACH data from Jan 1 , 1995to Dec 31 , 2006were used.
In such a multivariate approach, data from individual voxels within a region are jointly analyzed.
It is conceivable that by this approach data from other, less known gene families were also excluded from the analysis.
In this approach data from six compounds were combined in order to estimate the rat model parameters.
In the second approach, data from only one source is used and a probability model of the registration frequencies is assumed.
