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Database fingerprint (DFP): an approach to represent molecular databases.

Eli Fernández-de GortariCésar R García-JacasKarina Martinez-MayorgaJosé Luis Medina-Franco
Published in: Journal of cheminformatics (2017)
The DFP is designed to capture key information of the compound collection and can be used to compare and assess the diversity of molecular libraries. This Preliminary Communication shows the potential of the novel fingerprint to conduct inter-library relationships. A major future goal is to apply the DFP for virtual screening and developing DFP for other data sets based on several different type of fingerprints.Graphical AbstractDatabase fingerprint captures the key information of molecular databases to perform chemical space characterization and virtual screening.
Keyphrases
  • big data
  • single molecule
  • quality control
  • health information
  • healthcare
  • emergency department
  • risk assessment
  • machine learning
  • artificial intelligence
  • human health