期刊
JOURNAL OF FLUORINE CHEMISTRY
卷 131, 期 5, 页码 570-577出版社
ELSEVIER SCIENCE SA
DOI: 10.1016/j.jfluchem.2009.12.024
关键词
Fluorine; Chemical shift; NMR; Fragment screening
A novel strategy for F-19 chemical shift prediction is described. The approach is based on a new fluorine fingerprint descriptor and a distance-weighted k-nearest neighbors algorithm applied on a training set of known chemical shifts measured for different fluorine local chemical environments. It is simple, fast, accurate and interpretable, as it allows the user to compare the predicted chemical shift with the experimental chemical shifts of the neighbor structures, analyse the variability in their chemical shifts, and based on that have a knowledge-based assessment of the reliability of the prediction. Possible applications of this approach in combination with F-19 NMR-based screening in drug-discovery projects are discussed. (C) 2010 Elsevier B.V. All rights reserved.
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