Application of probabilistic neural network in bacterial identification by biochemical profiles.

TitleApplication of probabilistic neural network in bacterial identification by biochemical profiles.
Publication TypeJournal Article
Year of Publication2013
AuthorsJia J, Liang C, Cao J, Li Z
JournalJournal of microbiological methods
Volume94
Issue2
Pagination86-7
Date Published2013 Aug
Abstract

An algorithm of Probabilistic Neural Network (PNN) for bacterial identification based on the probability matrix of API 20E system as a case study is reported. The PNN shows the correct identification of all the taxa belonging to the training and test sets and possesses merits over the conventional methods.

DOI10.3978/j.issn.2225-319X.2013.07.23
Alternate JournalJ. Microbiol. Methods