Stacking ensemble learning models diagnose pulmonary infections using host transcriptome data from metatranscriptomics.

Saved in:
Bibliographic Details
Title: Stacking ensemble learning models diagnose pulmonary infections using host transcriptome data from metatranscriptomics.
Authors: Zhang, Tian1,2 (AUTHOR), Deng, Ying1 (AUTHOR), Wang, Wentao3 (AUTHOR), Zhao, Zhe3 (AUTHOR), Wu, Yiling2 (AUTHOR), Wang, Haoqian1 (AUTHOR), Xia, Shutao1,2 (AUTHOR), Liao, Weifang4 (AUTHOR) leesalwf89@126.com, Liao, Weijie1,5 (AUTHOR) liaoweijie@szu.edu.cn
Source: Scientific Reports. 8/20/2025, Vol. 15 Issue 1, p1-11. 11p.
Database: Academic Search Ultimate
Full text is not displayed to guests.
FullText Links:
  – Type: pdflink
Text:
  Availability: 1
Header DbId: asn
DbLabel: Academic Search Ultimate
An: 187458378
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Stacking ensemble learning models diagnose pulmonary infections using host transcriptome data from metatranscriptomics.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AR" term="%22Zhang%2C+Tian%22">Zhang, Tian</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Deng%2C+Ying%22">Deng, Ying</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Wang%2C+Wentao%22">Wang, Wentao</searchLink><relatesTo>3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Zhao%2C+Zhe%22">Zhao, Zhe</searchLink><relatesTo>3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Wu%2C+Yiling%22">Wu, Yiling</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Wang%2C+Haoqian%22">Wang, Haoqian</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Xia%2C+Shutao%22">Xia, Shutao</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Liao%2C+Weifang%22">Liao, Weifang</searchLink><relatesTo>4</relatesTo> (AUTHOR)<i> leesalwf89@126.com</i><br /><searchLink fieldCode="AR" term="%22Liao%2C+Weijie%22">Liao, Weijie</searchLink><relatesTo>1,5</relatesTo> (AUTHOR)<i> liaoweijie@szu.edu.cn</i>
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22Scientific+Reports%22">Scientific Reports</searchLink>. 8/20/2025, Vol. 15 Issue 1, p1-11. 11p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=187458378
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1038/s41598-025-15914-9
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 11
        StartPage: 1
    Titles:
      – TitleFull: Stacking ensemble learning models diagnose pulmonary infections using host transcriptome data from metatranscriptomics.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Zhang, Tian
      – PersonEntity:
          Name:
            NameFull: Deng, Ying
      – PersonEntity:
          Name:
            NameFull: Wang, Wentao
      – PersonEntity:
          Name:
            NameFull: Zhao, Zhe
      – PersonEntity:
          Name:
            NameFull: Wu, Yiling
      – PersonEntity:
          Name:
            NameFull: Wang, Haoqian
      – PersonEntity:
          Name:
            NameFull: Xia, Shutao
      – PersonEntity:
          Name:
            NameFull: Liao, Weifang
      – PersonEntity:
          Name:
            NameFull: Liao, Weijie
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 20
              M: 08
              Text: 8/20/2025
              Type: published
              Y: 2025
          Identifiers:
            – Type: issn-print
              Value: 20452322
          Numbering:
            – Type: volume
              Value: 15
            – Type: issue
              Value: 1
          Titles:
            – TitleFull: Scientific Reports
              Type: main
ResultId 1