Machine learning to predict the source of campylobacteriosis using whole genome data
전체 게놈 데이터를 사용하여 Campylobacteriosis의 공급원을 예측하는 기계 학습
Research Article
[키워드] Accuracy
Algorithm
allelic
analysis
approach
Bacteria
Bacterial
Bacterial infections
bacterium
Bayesian inference
Campylobacter jejuni
Campylobacteriosis
can be used
cattle
caused
Classifier
common disease
complex
core genome
Disease surveillance
DNA sequence
DNA sequences
drinking water
effective interventions
environmental reservoirs
Epidemiology
Evidence
gastroenteritis
Genes
Genetic
genetics
Genome
Human
identify
illnesses
include
infect
infected individual
infected individuals
Infection
infection source
Intervention
isolate
isolates
Lineage
machine
machine learning
machine learning algorithm
Machine learning algorithms
occur
Population genetics
poultry
predict
provided
Providing
sequence
sheep
strain
subset
Transmission
transmission potential
Variation
water
WGS
whole genome
whole genome sequence
[DOI] 10.1371/journal.pgen.1009436 PMC 바로가기 [Article Type] Research Article
[DOI] 10.1371/journal.pgen.1009436 PMC 바로가기 [Article Type] Research Article