Cargando…
Multi-objective data enhancement for deep learning-based ultrasound analysis
Recently, Deep Learning based automatic generation of treatment recommendation has been attracting much attention. However, medical datasets are usually small, which may lead to over-fitting and inferior performances of deep learning models. In this paper, we propose multi-objective data enhancement...
| Autores principales: | , , , , , , |
|---|---|
| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
BioMed Central
2022
|
| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9583467/ https://www.ncbi.nlm.nih.gov/pubmed/36266626 http://dx.doi.org/10.1186/s12859-022-04985-4 |