Explainable machine learning model for predicting spontaneous bacterial peritonitis in cirrhotic patients with ascites

Explainable machine learning model for predicting spontaneous bacterial peritonitis in cirrhotic patients with ascites

Abstract Spontaneous bacterial peritonitis (SBP) is a life-threatening complication in patients with cirrhosis. We aimed to develop an explainable machine learning model to achieve the early prediction and outcome interpretation of SBP. We used CatBoost algorithm to construct MODEL-1 with 46 variabl...

Descripción completa

Guardado en:
Detalles Bibliográficos
Autores principales: Yingying Hu, Ruijia Chen, Haibing Gao, Haitao Lin, Jinye Wang, Xiaowei Wang, Jingfeng Liu, Yongyi Zeng
Formato: article
Lenguaje:EN
Publicado: Nature Portfolio 2021
Materias:
Medicine
R
Science
Q
Acceso en línea:https://doaj.org/article/be1b9676bcb042c2997f7ade55112449
Etiquetas: Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Ejemplares similares