A systematic review on machine learning approaches in the diagnosis and prognosis of rare genetic diseases.
Pablo Roman-NaranjoAlberto M. Parra-PerezJose A. Lopez-EscamezPublished in: J. Biomed. Informatics (2023)
Keyphrases
- machine learning approaches
- systematic review
- machine learning methods
- clinically relevant
- fault diagnosis
- empirical studies
- disease diagnosis
- machine learning
- clinical diagnosis
- early diagnosis
- cardiovascular disease
- neurodegenerative diseases
- diagnostic process
- machine learning algorithms
- medical diagnosis
- therapy planning
- breast cancer
- complex diseases
- data mining methods
- genetic algorithm
- early detection
- machine learning models
- traditional chinese medicine
- single nucleotide polymorphisms
- neural network
- model based diagnosis
- retinal vessel
- medical doctors
- question classification
- rare events
- heart disease
- data sources
- expert systems
- metadata
- learning algorithm