View in EDS

Machine-Learned Codes from EHR Data Predict Hard Outcomes Better than Human-Assigned ICD Codes.

Saved in:
Bibliographic Details
Title: Machine-Learned Codes from EHR Data Predict Hard Outcomes Better than Human-Assigned ICD Codes.
Authors: Yin, Ying1,2, Shao, Yijun1,2, Ma, Phillip1,2, Zeng-Treitler, Qing1,2, Nelson, Stuart J.1, stunelson@gwu.edu
Source: Machine Learning & Knowledge Extraction; Jun2025, Vol. 7 Issue 2, p36-N.PAG, 12p
Database: Applied Science & Technology Source
FullText Text:
  Availability: 0
Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 186286867
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Machine-Learned Codes from EHR Data Predict Hard Outcomes Better than Human-Assigned ICD Codes.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AU" term="%22Yin%2C+Ying%22">Yin, Ying</searchLink><relatesTo>1,2</relatesTo><br /><searchLink fieldCode="AU" term="%22Shao%2C+Yijun%22">Shao, Yijun</searchLink><relatesTo>1,2</relatesTo><br /><searchLink fieldCode="AU" term="%22Ma%2C+Phillip%22">Ma, Phillip</searchLink><relatesTo>1,2</relatesTo><br /><searchLink fieldCode="AU" term="%22Zeng-Treitler%2C+Qing%22">Zeng-Treitler, Qing</searchLink><relatesTo>1,2</relatesTo><br /><searchLink fieldCode="AU" term="%22Nelson%2C+Stuart+J%2E%22">Nelson, Stuart J.</searchLink><relatesTo>1</relatesTo>, <i>stunelson@gwu.edu</i>
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22Machine+Learning+%26+Knowledge+Extraction%22">Machine Learning & Knowledge Extraction</searchLink>; Jun2025, Vol. 7 Issue 2, p36-N.PAG, 12p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=186286867
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.3390/make7020036
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 12
        StartPage: 36
    Titles:
      – TitleFull: Machine-Learned Codes from EHR Data Predict Hard Outcomes Better than Human-Assigned ICD Codes.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Yin, Ying
      – PersonEntity:
          Name:
            NameFull: Shao, Yijun
      – PersonEntity:
          Name:
            NameFull: Ma, Phillip
      – PersonEntity:
          Name:
            NameFull: Zeng-Treitler, Qing
      – PersonEntity:
          Name:
            NameFull: Nelson, Stuart J.
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 01
              M: 06
              Text: Jun2025
              Type: published
              Y: 2025
          Identifiers:
            – Type: issn-print
              Value: 25044990
          Numbering:
            – Type: volume
              Value: 7
            – Type: issue
              Value: 2
          Titles:
            – TitleFull: Machine Learning & Knowledge Extraction
              Type: main
ResultId 1