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...

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Detalles Bibliográficos
Autores principales: Piao, Chengkai, Lv, Mengyue, Wang, Shujie, Zhou, Rongyan, Wang, Yuchen, Wei, Jinmao, Liu, Jian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Research
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

Internet

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

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