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

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

Abstract 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 applica...

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Bibliographic Details
Main Authors: Dongmei Zhou, Jingzhi Xie, Jiarui Wang, Juan Zong, Quanquan Fang, Fei Luo, Ting Zhang, Hua Ma, Lina Cao, Hanqiu Yin, Songlou Yin, Shuyan Li
Format: Article
Language:English
Published: BMC 2023-11-01
Series:Arthritis Research & Therapy
Subjects:
AOSD
Sepsis
Discriminant model
Machine learning
Gradient boosting decision tree
Online Access:https://doi.org/10.1186/s13075-023-03207-3

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