Ensemble methods of rank-based trees for single sample classification with gene expression profiles.

Authors:
Lu M; Yin R; Chen XS.

Journal:
J Transl Med

Publication Year: 2024

DOI:
10.1186/s12967-024-04940-2

PMCID:
PMC10848444

PMID:
38321494

Journal Information

Full Title: J Transl Med

Abbreviation: J Transl Med

Country: Unknown

Publisher: Unknown

Language: N/A

Publication Details

Subject Category: Medicine

Available in Europe PMC: Yes

Available in PMC: Yes

PDF Available: No

Transparency Score
5/6
83.3% Transparent
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Evidence found in paper:

"the data and source code can be downloaded from: https://github com/transbioinfolab/ranktreeensemble ."

Evidence found in paper:

"the data and source code can be downloaded from: https://github com/transbioinfolab/ranktreeensemble ."

Evidence found in paper:

"Declarations Ethics approval and consent to participateThis paper reviews previously published data, thus ethics approval and consent to participate are not applicable. Consent for publicationNot applicable to this study. Competing interestsNo competing interest is declared. Competing interests No competing interest is declared."

Evidence found in paper:

"Funding This study was supported by the University of Miami Department of Public Health Sciences 2023 Copeland Foundation Project Initiative Award, the University of Miami Relief Funding Award by the Office of the Vice Provost for Research and Scholarship and the Office of Faculty Affairs, and the National Institutes of Health grants R01HL164405 and R35GM139659 (to M.L.); National Cancer Institute grants R01CA200987, P30CA240139, and Sylvester NCI/NIH Immediate Grant Funding from Sylvester Comprehensive Cancer Center at University of Miami (to X.S.C)."

Protocol Registration
Open Access
Paper is freely available to read
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Last Updated: Aug 05, 2025