Phrases with «data normalization»

Data normalization is a way to organize and structure data so that it is consistent, efficient, and easy to analyze. It involves removing redundancy and inconsistencies in the data, and structuring it in a standardized format. This allows for better data management, accuracy, and reliability in various applications and analysis. Full definition

Sentences with «data normalization»

  • «Using innovative data normalization and gene selection approaches, we combined the statistical power of multiple genomic studies and masked their variability and batch effects to identify robust early diagnostic biomarkers of pancreatic cancer,» said first author Manoj Bhasin, PhD, Co-Director of BIDMC's Genomics, Proteomics, Bioinformatics and Systems Biology Center and Assistant Professor of Medicine at HMS. (sciencedaily.com)
  • Our approach relies on cumulative sum scaling (CSS) normalization - a count data normalization technique - and the zero - inflated Gaussian (ZIG) model as a statistical method for detecting differential abundance of taxonomic features. (labroots.com)
  • • Optimize the geospatial query response mechanism which led to a 30 % enhancement in customer satisfaction • Implemente a new functionality enabling multiple downloads in the existing RADRSAT delivery mechanism • Develop and maintain GIS project mapping and populate associated attributes of geographic data • Carryout data normalization between databases • Create spatial data sets for map making using GIS software (coverlettersandresume.com)
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