Machine learning models based on routine blood and biochemical test data for diagnosis of neurological diseases

Machine learning models based on routine blood and biochemical test data for diagnosis of neurological diseases

Abstract Globally, nervous system diseases are the leading cause of disability-adjusted life-years and the second leading cause of mortality in the world. Traditional diagnostic methods for nervous system diseases are expensive. So this study aimed to construct machine learning models using the conv...

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Bibliographic Details
Main Authors: Wanshan Ning, Zhicheng Wang, Ying Gu, Lindan Huang, Shuai Liu, Qun Chen, Yunyun Yang, Guolin Hong
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Prediction
Blood routine
Biochemical detection
Machine learning
Nervous system diseases
Online Access:https://doi.org/10.1038/s41598-025-09439-4
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