Prognostic prediction of idiopathic membranous nephropathy using interpretable machine learning

Prognostic prediction of idiopathic membranous nephropathy using interpretable machine learning

Background Established prognostic models of idiopathic membranous nephropathy (IMN) were limited to traditional modeling methods and did not comprehensively consider clinical and pathological patient data. Based on the electronic medical record (EMR) system, machine learning (ML) was used to constru...

Celý popis

Podrobná bibliografie
Hlavní autoři: Yanqin Liu, Yuanyue Lu, Wangxing Li, Yanru Wang, Ziting Zhang, Xiaoyu Yang, Yuxuan Yang, Rongshan Li, Xiaoshuang Zhou
Médium: Článek
Jazyk:English
Vydáno: Taylor & Francis Group 2023-12-01
Edice:Renal Failure
Témata:
Idiopathic membranous nephropathy
electronic medical record
disease prognosis
machine learning
light gradient boosting machine
On-line přístup:https://www.tandfonline.com/doi/10.1080/0886022X.2023.2251597

Internet

https://www.tandfonline.com/doi/10.1080/0886022X.2023.2251597

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