The algorithm comprises multiple stages, including dual frame length ICAMS, a multi-classifier-based PPG correlated component selector, line spectral analysis, tree-based HR monitoring, and post-processing.
For further studies it would be extremely interesting to assess the question of clinical relevance of tracer uptake thresholds, to correlate component position with tracer uptake and to elucidate the natural course of tracer uptake before and after TKA.
To correlate components of the plasminogen activator (PA) system with fertility outcome parameters in participants in an IVF/intracytoplasmic sperm injection (ICSI) procedure.
We here propose a new algorithm to process data streams, with data having correlated components and coming from clusters with different covariance matrices.
The approach considers data with c correlated components scored as ordinal variables into quantiles (here, quartiles) that are reasonable to combine (i.e., all chemicals) into an index and potentially have a common adverse outcome.
The default mode component was identified by spatially correlating all components with two default mode masks provided in GIFT: "DMN_ICA_REST.Nii" and "ref_default_mode.nii".nii
The novel Correlated Component Regression (CCR) technique was used to determine the importance and magnitude of the association of each socioeconomic factor with diet quality, in a global analytic approach.
The importance and explanatory power (power of independent contribution) of each SES factor with regard to the quality of diet was explored by using the novel Correlated Component Regression (CCR) 19 technique.
Finally, hsCRP and IL-6 were highly correlated with component 3 (factor loads of 0.84 and 0.78, respectively), and sP-selectin and sIL-6R were highly correlated with component 4 (factors loads of 0.83 and 0.58, respectively).
Parallel factor (PARAFAC) analysis was used to correlate the component scores to the oil breakdown number.
