Joint modeling strategy for using electronic medical records data to build machine learning models: an example of intracerebral hemorrhage

BACKGROUND: Outliers and class imbalance in medical data could affect the accuracy of machine learning models. For physicians who want to apply predictive models, how to use the data at hand to build a model and what model to choose are very thorny problems. Therefore, it is necessary to consider ou...

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Detalles Bibliográficos
Autores principales: Tang, Jianxiang, Wang, Xiaoyu, Wan, Hongli, Lin, Chunying, Shao, Zilun, Chang, Yang, Wang, Hexuan, Wu, Yi, Zhang, Tao, Du, Yu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9594939/
https://www.ncbi.nlm.nih.gov/pubmed/36284327
http://dx.doi.org/10.1186/s12911-022-02018-x

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