Interpretable machine learning models for hospital readmission prediction: a two-step extracted regression tree approach

BACKGROUND: Advanced machine learning models have received wide attention in assisting medical decision making due to the greater accuracy they can achieve. However, their limited interpretability imposes barriers for practitioners to adopt them. Recent advancements in interpretable machine learning...

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Detalles Bibliográficos
Autores principales: Gao, Xiaoquan, Alam, Sabriya, Shi, Pengyi, Dexter, Franklin, Kong, Nan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10243084/
https://www.ncbi.nlm.nih.gov/pubmed/37277767
http://dx.doi.org/10.1186/s12911-023-02193-5

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10243084/
https://www.ncbi.nlm.nih.gov/pubmed/37277767
http://dx.doi.org/10.1186/s12911-023-02193-5

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