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Assessing differences among persistent, episodic, and non- high-need high-cost hospitalized children in China after categorization by an unsupervised learning algorithm

Crossref DOI link: https://doi.org/10.1186/s13690-024-01442-x

Published Online: 2024-11-20

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Zhang, Peng

Zhu, Bifan

Wang, Linan
Funding

Funding for this research was provided by:

Science and Technology Commission of Shanghai Municipality "Research on Optimization Strategy of Children’s Multi-Level Health Security System in Shanghai" (No. 23692109000)
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Text and Data Mining valid from 2024-11-20

Version of Record valid from 2024-11-20
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Article History

Received: 17 July 2024

Accepted: 5 November 2024

First Online: 20 November 2024

Declarations

:

: Not applicable. Since the data we used came from anonymized and secondary databases, human participants were not directly involved in the study, and the informed consent was exempted. All methods were carried out in accordance with relevant guidelines and regulations (declarations of Helsinki, 1996). The consent process incorporates statements about the use of anonymized data for publication.

: Not Applicable.

: The authors declare no competing interests.

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