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Another example of a 'high information' analysis approach is the use of multivariate classification.
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Finally, we now provide more detailed information on the stimulation protocol and data analysis approach we used.
However, the provided metadata information and data analysis approaches are often diverse so that data comparison between the screens from different laboratories is very difficult.
Pathway- and network-based data analysis approaches project information about seemingly unrelated genes and proteins onto pathway and network contexts, and create an integrated view for researchers to understand mechanisms related to phenotypes of interest.
A comprehensive description of the data, analysis approaches and additional notes is provided in Supplementary information S1 (notes).
We have shown that representing a structural state with computer vision-based descriptors that are efficient at encoding image information leads to an analysis approach that can discriminate between the myriad of local states in the presented data across vastly different imaging modalities.
Transcripts from the focus groups were analysed using a thematic analysis approach, extracting information related to the research question (i.e., to help PCPs identify fibromyalgia in their practice) and organising it into concepts and sub-concepts.
This volume not only sheds light on how we converge and diverge, but also offers us a little hope that if we share information, analysis, and experience, a hybrid approach that draws on the best each side has to offer may emerge and provide a way forward.
By utilizing the time-delay information sufficiently, a novel L2 L∞ performance analysis approach is proposed in this paper for the first time.
This paper presents a multi-criteria spatial decision analysis approach using geographic information system (GIS) technique for evaluating the suitability of rural buildings site selection with a case study in Hervás (northern Extremadura region), Spain.
The multivariate image analysis approach provided complimentary information to the elemental maps.
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