Application of LightGBM hybrid model based on TPE algorithm optimization in sleep apnea detection.

Authors:
Xiong X; Wang A; He J; Wang C; Liu R and 3 more

Journal:
Front Neurosci

Publication Year: 2024

DOI:
10.3389/fnins.2024.1324933

PMCID:
PMC10909841

PMID:
38440395

Journal Information

Full Title: Front Neurosci

Abbreviation: Front Neurosci

Country: Unknown

Publisher: Unknown

Language: N/A

Publication Details

Subject Category: Neurosciences

Available in Europe PMC: Yes

Available in PMC: Yes

PDF Available: No

Transparency Score
3/6
50.0% Transparent
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Evidence found in paper:

"Conflict of interest The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest."

Evidence found in paper:

"The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This research was funded by National Nature Science Foundation of China and Yunnan Fundamental Research Projects, grant numbers 82060329 and 202201AT070108."

Protocol Registration
Open Access
Paper is freely available to read
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Tool: rtransparent

OST Version: N/A

Last Updated: Aug 05, 2025