View in EDS HTML Full Text PDF Full Text

Comparing machine and deep learning models for pediatric anxiety classification using structured EHRs and area-based measures of health data.

Saved in:
Bibliographic Details
Title: Comparing machine and deep learning models for pediatric anxiety classification using structured EHRs and area-based measures of health data.
Authors: Lee, Eric W.1 (AUTHOR), Choo, Sanghyun1,2 (AUTHOR), Maguire, Dakotah1 (AUTHOR), Shivanna, Abhishek1,3 (AUTHOR), Santel, Daniel4 (AUTHOR), Bhatnagar, Surbhi4 (AUTHOR), Goethert, Ian3 (AUTHOR), Patterson, Kelly4 (AUTHOR), Gholap, Jay4 (AUTHOR), Hanson, Heidi A.1 (AUTHOR), Chandrashekar, Mayanka1 (AUTHOR), Ammerman, Robert T.5,6 (AUTHOR), Pestian, John P.4,6 (AUTHOR), Glauser, Tracy6,7 (AUTHOR), Brokamp, Cole6,8 (AUTHOR), Strawn, Jeffrey R.9 (AUTHOR), Kapadia, Anuj J.1 (AUTHOR) kapadiaaj@ornl.gov, Agasthya, Greeshma1,10 (AUTHOR)
Source: PLoS ONE. 5/12/2026, Vol. 21 Issue 5, p1-16. 16p.
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: 193688830
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Comparing machine and deep learning models for pediatric anxiety classification using structured EHRs and area-based measures of health data.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AR" term="%22Lee%2C+Eric+W%2E%22">Lee, Eric W.</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Choo%2C+Sanghyun%22">Choo, Sanghyun</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Maguire%2C+Dakotah%22">Maguire, Dakotah</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Shivanna%2C+Abhishek%22">Shivanna, Abhishek</searchLink><relatesTo>1,3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Santel%2C+Daniel%22">Santel, Daniel</searchLink><relatesTo>4</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Bhatnagar%2C+Surbhi%22">Bhatnagar, Surbhi</searchLink><relatesTo>4</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Goethert%2C+Ian%22">Goethert, Ian</searchLink><relatesTo>3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Patterson%2C+Kelly%22">Patterson, Kelly</searchLink><relatesTo>4</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Gholap%2C+Jay%22">Gholap, Jay</searchLink><relatesTo>4</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Hanson%2C+Heidi+A%2E%22">Hanson, Heidi A.</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Chandrashekar%2C+Mayanka%22">Chandrashekar, Mayanka</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Ammerman%2C+Robert+T%2E%22">Ammerman, Robert T.</searchLink><relatesTo>5,6</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Pestian%2C+John+P%2E%22">Pestian, John P.</searchLink><relatesTo>4,6</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Glauser%2C+Tracy%22">Glauser, Tracy</searchLink><relatesTo>6,7</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Brokamp%2C+Cole%22">Brokamp, Cole</searchLink><relatesTo>6,8</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Strawn%2C+Jeffrey+R%2E%22">Strawn, Jeffrey R.</searchLink><relatesTo>9</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Kapadia%2C+Anuj+J%2E%22">Kapadia, Anuj J.</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> kapadiaaj@ornl.gov</i><br /><searchLink fieldCode="AR" term="%22Agasthya%2C+Greeshma%22">Agasthya, Greeshma</searchLink><relatesTo>1,10</relatesTo> (AUTHOR)
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22PLoS+ONE%22">PLoS ONE</searchLink>. 5/12/2026, Vol. 21 Issue 5, p1-16. 16p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=193688830
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1371/journal.pone.0324673
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 16
        StartPage: 1
    Titles:
      – TitleFull: Comparing machine and deep learning models for pediatric anxiety classification using structured EHRs and area-based measures of health data.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Lee, Eric W.
      – PersonEntity:
          Name:
            NameFull: Choo, Sanghyun
      – PersonEntity:
          Name:
            NameFull: Maguire, Dakotah
      – PersonEntity:
          Name:
            NameFull: Shivanna, Abhishek
      – PersonEntity:
          Name:
            NameFull: Santel, Daniel
      – PersonEntity:
          Name:
            NameFull: Bhatnagar, Surbhi
      – PersonEntity:
          Name:
            NameFull: Goethert, Ian
      – PersonEntity:
          Name:
            NameFull: Patterson, Kelly
      – PersonEntity:
          Name:
            NameFull: Gholap, Jay
      – PersonEntity:
          Name:
            NameFull: Hanson, Heidi A.
      – PersonEntity:
          Name:
            NameFull: Chandrashekar, Mayanka
      – PersonEntity:
          Name:
            NameFull: Ammerman, Robert T.
      – PersonEntity:
          Name:
            NameFull: Pestian, John P.
      – PersonEntity:
          Name:
            NameFull: Glauser, Tracy
      – PersonEntity:
          Name:
            NameFull: Brokamp, Cole
      – PersonEntity:
          Name:
            NameFull: Strawn, Jeffrey R.
      – PersonEntity:
          Name:
            NameFull: Kapadia, Anuj J.
      – PersonEntity:
          Name:
            NameFull: Agasthya, Greeshma
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 12
              M: 05
              Text: 5/12/2026
              Type: published
              Y: 2026
          Identifiers:
            – Type: issn-print
              Value: 19326203
          Numbering:
            – Type: volume
              Value: 21
            – Type: issue
              Value: 5
          Titles:
            – TitleFull: PLoS ONE
              Type: main
ResultId 1