Using machine learning to develop a stacking ensemble learning model for the CT radiomics classification of brain metastases.

Saved in:
Bibliographic Details
Title: Using machine learning to develop a stacking ensemble learning model for the CT radiomics classification of brain metastases.
Authors: Zhang, Huai-wen1 (AUTHOR) 1761580890@qq.com, Wang, Yi-ren2,3 (AUTHOR), Hu, Bo4 (AUTHOR), Song, Bo5 (AUTHOR), Wen, Zhong-jian2 (AUTHOR), Su, Lei6 (AUTHOR), Chen, Xiao-man2 (AUTHOR), Wang, Xi1 (AUTHOR), Zhou, Ping7,8 (AUTHOR), Zhong, Xiao-ming1 (AUTHOR) 378136142@qq.com, Pang, Hao-wen9 (AUTHOR) haowenpang@foxmail.com, Wang, You-hua10 (AUTHOR) 1129810010@qq.com
Source: Scientific Reports. 11/19/2024, Vol. 14 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: 190277474
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Using machine learning to develop a stacking ensemble learning model for the CT radiomics classification of brain metastases.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AR" term="%22Zhang%2C+Huai-wen%22">Zhang, Huai-wen</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> 1761580890@qq.com</i><br /><searchLink fieldCode="AR" term="%22Wang%2C+Yi-ren%22">Wang, Yi-ren</searchLink><relatesTo>2,3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Hu%2C+Bo%22">Hu, Bo</searchLink><relatesTo>4</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Song%2C+Bo%22">Song, Bo</searchLink><relatesTo>5</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Wen%2C+Zhong-jian%22">Wen, Zhong-jian</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Su%2C+Lei%22">Su, Lei</searchLink><relatesTo>6</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Chen%2C+Xiao-man%22">Chen, Xiao-man</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Wang%2C+Xi%22">Wang, Xi</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Zhou%2C+Ping%22">Zhou, Ping</searchLink><relatesTo>7,8</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Zhong%2C+Xiao-ming%22">Zhong, Xiao-ming</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> 378136142@qq.com</i><br /><searchLink fieldCode="AR" term="%22Pang%2C+Hao-wen%22">Pang, Hao-wen</searchLink><relatesTo>9</relatesTo> (AUTHOR)<i> haowenpang@foxmail.com</i><br /><searchLink fieldCode="AR" term="%22Wang%2C+You-hua%22">Wang, You-hua</searchLink><relatesTo>10</relatesTo> (AUTHOR)<i> 1129810010@qq.com</i>
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22Scientific+Reports%22">Scientific Reports</searchLink>. 11/19/2024, Vol. 14 Issue 1, p1-11. 11p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=190277474
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1038/s41598-024-80210-x
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 11
        StartPage: 1
    Titles:
      – TitleFull: Using machine learning to develop a stacking ensemble learning model for the CT radiomics classification of brain metastases.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Zhang, Huai-wen
      – PersonEntity:
          Name:
            NameFull: Wang, Yi-ren
      – PersonEntity:
          Name:
            NameFull: Hu, Bo
      – PersonEntity:
          Name:
            NameFull: Song, Bo
      – PersonEntity:
          Name:
            NameFull: Wen, Zhong-jian
      – PersonEntity:
          Name:
            NameFull: Su, Lei
      – PersonEntity:
          Name:
            NameFull: Chen, Xiao-man
      – PersonEntity:
          Name:
            NameFull: Wang, Xi
      – PersonEntity:
          Name:
            NameFull: Zhou, Ping
      – PersonEntity:
          Name:
            NameFull: Zhong, Xiao-ming
      – PersonEntity:
          Name:
            NameFull: Pang, Hao-wen
      – PersonEntity:
          Name:
            NameFull: Wang, You-hua
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 19
              M: 11
              Text: 11/19/2024
              Type: published
              Y: 2024
          Identifiers:
            – Type: issn-print
              Value: 20452322
          Numbering:
            – Type: volume
              Value: 14
            – Type: issue
              Value: 1
          Titles:
            – TitleFull: Scientific Reports
              Type: main
ResultId 1