Machine learning in medicine: a practical introduction to techniques for data pre-processing, hyperparameter tuning, and model comparison
BACKGROUND: There is growing enthusiasm for the application of machine learning (ML) and artificial intelligence (AI) techniques to clinical research and practice. However, instructions on how to develop robust high-quality ML and AI in medicine are scarce. In this paper, we provide a practical exam...
Autores principales: | , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9624048/ https://www.ncbi.nlm.nih.gov/pubmed/36319956 http://dx.doi.org/10.1186/s12874-022-01758-8 |