Antimicrobial resistance genetic factor identification from whole-genome sequence data using deep feature selection.
Jin-Hong ShiYan YanMatthew G. LinksLonghai LiJo-Anne R. DillonMichael HorschAnthony J. KusalikPublished in: BMC Bioinform. (2019)
Keyphrases
- sequence data
- feature selection
- sequence classification
- biological sequences
- sequence analysis
- profile hidden markov models
- support vector
- mutual information
- sequential data
- binding sites
- genetic variation
- machine learning
- feature set
- genetic algorithm
- feature subset
- support vector machine
- genome sequences
- image sequences
- sequence databases
- similarity measure
- binary strings
- copy number
- nucleotide sequences