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One molecular fingerprint to rule them all: drugs, biomolecules, and the metabolome

Abstract
Molecular fingerprints are essential cheminformatics tools for virtual screening and mapping chemical space. Among the different types of fingerprints, substructure fingerprints perform best for small molecules such as drugs, while atom-pair fingerprints are preferable for large molecules such as peptides. However, no available fingerprint achieves good performance on both classes of molecules.
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Keywords
Metabolome
Fingerprint (computing)
Computer science
Data mining
Computational biology
Chemistry
Data science
Biochemical engineering
Metabolomics
Chromatography
Biology
Artificial intelligence
Engineering


pdf file

One molecular fingerprint to rule them all: drugs, biomolecules, and the metabolome
pdf file

One molecular fingerprint to rule them all: drugs, biomolecules, and the metabolome

Abstract
Molecular fingerprints are essential cheminformatics tools for virtual screening and mapping chemical space. Among the different types of fingerprints, substructure fingerprints perform best for small molecules such as drugs, while atom-pair fingerprints are preferable for large molecules such as peptides. However, no available fingerprint achieves good performance on both classes of molecules.
View PDF
Keywords
Metabolome
Fingerprint (computing)
Computer science
Data mining
Computational biology
Chemistry
Data science
Biochemical engineering
Metabolomics
Chromatography
Biology
Artificial intelligence
Engineering


pdf file