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Establishment of a differential diagnosis method and an online prediction platform for AOSD and sepsis based on gradient boosting decision trees algorithm

OBJECTIVE: The differential diagnosis between adult-onset Still’s disease (AOSD) and sepsis has always been a challenge. In this study, a machine learning model for differential diagnosis of AOSD and sepsis was developed and an online platform was developed to facilitate the clinical application of...

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Detalles Bibliográficos
Autores principales: Zhou, Dongmei, Xie, Jingzhi, Wang, Jiarui, Zong, Juan, Fang, Quanquan, Luo, Fei, Zhang, Ting, Ma, Hua, Cao, Lina, Yin, Hanqiu, Yin, Songlou, Li, Shuyan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10652592/
https://www.ncbi.nlm.nih.gov/pubmed/37974244
http://dx.doi.org/10.1186/s13075-023-03207-3