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The first stage in the machine learning pipeline — data collection and processing — illustrates this.
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K.Y. and K.H. developed a pipeline for data collection and processing, and assisted with the structural determination.
The deterministic decision making in mCADRE, coupled with an automated pipeline of data collection and processing, enables researchers to efficiently generate accurate and robust initial models from publicly available expression data.
The development of each of these global high-throughput technologies has triggered implementation of standard operating procedures, ontologies and quality-assurance pipelines for data collection and analysis using dedicated software and databases, and this has required a change in culture in biological laboratories [ 77- 81].
These include engaging more local partners and improving their capacity to treat malnutrition, prepositioning supplies and strengthening the supply pipeline and improving data collection and coordination to ensure that even the most difficult to reach people are served.
These include engaging more local partners and improving their ability to treat malnutrition, prepositioning supplies, strengthening the supply pipeline and improving data collection and coordination to ensure that even the most difficult to reach people are served.
Typically we use the pipelines to link data collection and analysis but are still exploring the full potential of this design.
Since he started his own laboratory in 2007, he has been dedicated to developing high-throughput cryo-ET pipeline in which both data collection and image analysis are streamlined and automated.
Finally, we operate the entire data collection pipeline in real time, enabling interactive applications and reflexive individual or social usage of the information we gather [20].
The data collection pipeline, from PCR amplification to the mitogenome alignment ready for analysis, could be completed in one week if all individuals are sequenced on the same Miseq run.
Nabors Industries Ltd. provides offshore platform work over and drilling rigs and manufactures top drives for a broad range of drilling applications, directional drilling systems, rig instrumentation and data collection equipment, pipeline handling equipment and rig reporting software.
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