Machine learning based DNA melt curve profiling enables automated novel genotype detection.
Aaron BoussinaLennart LangoucheAugustine C. ObiriezeMridu SinhaHannah MackWilliam LeineweberApril Joy C. AralarDavid T. PrideTodd P. ColemanStephanie I FraleyPublished in: BMC Bioinform. (2024)
Keyphrases
- machine learning
- automatic detection
- machine learning algorithms
- endpoints
- object detection
- detection accuracy
- false alarms
- fully automated
- detection rate
- dna computing
- information extraction
- machine learning approaches
- learning algorithm
- false positives
- semi automated
- computational intelligence
- detection method
- machine learning methods
- dna sequences
- inductive learning
- computer science
- knowledge discovery
- data mining
- anomaly detection
- text classification
- natural language processing
- data analysis
- support vector machine