We introduce a novel workflow for refinement of picks with immunity towards significant noise artifacts and applicability over data with very low signal-to-noise ratio provided some accurate picks have already been made.
Future enhancements to the refinement workflow are discussed.
They designed and implemented a Taverna-based data refinement workflow which integrates taxonomic data retrieval, data cleaning, and data selection to define a semiautomated workflow [ 66].
The general workflow of data acquisition, refinement, and experimental validation provides a model case for reconstruction of transcriptional regulatory network.
That entire workflow has been subject to geospatial refinement.
In addition, if the prediction results are being reviewed by a curator, it is a natural workflow to examine generic predictions for possible refinements; hence the less specific predictions may lead to a higher quality final result.
Illustration of workflow for 3D classification, focused classification and refinement.
Our study included statements that indicated acceptance of an imperfect process at the beginning followed by process refinement, fitting the process into existing workflow to the extent possible, use of teaching and marketing to generate acceptance of the process by users, and subsequent monitoring of and feedback on process performance.
Though our method can provide a generalized overview of the resources used (and their order of use), such a refinement could enable more fine-grained workflow extraction an important step towards method validation and reproduction, as well as having implications for the spreading of knowledge and the monitoring of trends within methods.
The overall assembly time consisting in intraoperative cutting, positioning and refinement of the graft is reduced by the CAD/CAM workflow [7, 10], thereby substantially reducing risks concomitant with long-time surgery [11 13].
This finding can be considered in the virtual screening workflow by including a pre-filtering step to recognize reactive moieties and a refinement of the 3D model.
