A hybrid sampling algorithm combining synthetic minority over-sampling technique and edited nearest neighbor for missed abortion diagnosis

BACKGROUND: Clinical diagnosis based on machine learning usually uses case samples as training samples, and uses machine learning to construct disease prediction models characterized by descriptive texts of clinical manifestations. However, the problem of sample imbalance often exists in the medical...

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Detalles Bibliográficos
Autores principales: Yang, Fangyuan, Wang, Kang, Sun, Lisha, Zhai, Mengjiao, Song, Jiejie, Wang, Hong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9801640/
https://www.ncbi.nlm.nih.gov/pubmed/36581862
http://dx.doi.org/10.1186/s12911-022-02075-2

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