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Rapid noninvasive screening of cerebral ischemia and cerebral infarction based on tear Raman spectroscopy combined with multiple machine learning algorithms

Crossref DOI link: https://doi.org/10.1007/s10103-021-03273-6

Published Online: 2021-05-10

Published Print: 2022-02

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

Authors

Fan, Yangyang

Chen, Cheng

Xie, Xiaodong

Yang, Bo

Wu, Wei

Yue, Feilong

Lv, Xiaoyi

Chen, Chen https://orcid.org/0000-0003-1406-5721
Funding

Funding for this research was provided by:

the special scientific research project for young medical science (2019Q003)

the special scientific research project for young medical science (2019Q046)

technology talent of the Health and Family Planning Commission of Xinjiang Uygur Autonomous Region (No. WJWY-201820)
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Text and Data Mining valid from 2021-05-10

Version of Record valid from 2021-05-10
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Article History

Received: 22 October 2020

Accepted: 10 February 2021

First Online: 10 May 2021

Declarations

:

: All procedures performed in this study involving human participants were in accordance with the ethical standards of the Ethics Committee of People’s Hospital of Xinjiang Uygur Autonomous Region.

: The authors declare no competing interests.

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