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- Title
Computational approaches for semiquantitative data analysis and validation.
- Authors
Setti, Rajeswari; Davuluri, Vyshnavi; Mulpuru, Vikas; Tummala, Pavan Kumar; Vemuru, Srikanth
- Abstract
With the advent use of computers in every daily life, the computational approaches have collaborative effort between the biologists and computer scientists and thus cover a wide variety of traditional computer science domains, including data retrieval, data integration, data cleaning, data modeling, data mining, data warehousing, data managing, ontologies, simulation, parallel computing, agent-based technology, grid computing, and visualization. However, applying each of these domains to the biomolecular and biomedical applications raises specific and unexpectedly challenging research issues. This review is to provide life scientists and computer scientists with a complete view on biological data management by identifying the particular issues, presenting existing solutions from both academia and industry, and providing a framework in which to compare these systems.
- Subjects
DATA integration; DATA analysis; COMPUTER science; DATA scrubbing; INFORMATION retrieval; COMPUTER scientists; GRID computing
- Publication
Drug Invention Today, 2020, Vol 14, Issue 1, p23
- ISSN
0975-7619
- Publication type
Article