View in EDS

Automating Data Extraction From Scientific Literature and General PDF Files Using Large Language Models and KNIME: An Application in Toxicology.

Saved in:
Bibliographic Details
Title: Automating Data Extraction From Scientific Literature and General PDF Files Using Large Language Models and KNIME: An Application in Toxicology.
Authors: Moreira‐Filho, José Teófilo1, teofilo.moreirafilho@nih.gov, Ranganath, Dhruv1,2, Tieghi, Ricardo S.1,2, Patton, Robert3, Sutherland, Vicki4, Schmitt, Charles5, Rooney, Andrew A.5, Fostel, Jennifer5, Walker, Vickie R.5, Saddler, Trey6, Reif, David7, Mansouri, Kamel1, kamel.mansouri@nih.gov, Kleinstreuer, Nicole1
Source: WIREs: Computational Molecular Science; Sep/Oct2025, Vol. 15 Issue 5, p1-16, 16p
Database: Applied Science & Technology Source
FullText Text:
  Availability: 0
Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 188493132
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Automating Data Extraction From Scientific Literature and General PDF Files Using Large Language Models and KNIME: An Application in Toxicology.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AU" term="%22Moreira‐Filho%2C+José+Teófilo%22">Moreira‐Filho, José Teófilo</searchLink><relatesTo>1</relatesTo>, <i>teofilo.moreirafilho@nih.gov</i><br /><searchLink fieldCode="AU" term="%22Ranganath%2C+Dhruv%22">Ranganath, Dhruv</searchLink><relatesTo>1,2</relatesTo><br /><searchLink fieldCode="AU" term="%22Tieghi%2C+Ricardo+S%2E%22">Tieghi, Ricardo S.</searchLink><relatesTo>1,2</relatesTo><br /><searchLink fieldCode="AU" term="%22Patton%2C+Robert%22">Patton, Robert</searchLink><relatesTo>3</relatesTo><br /><searchLink fieldCode="AU" term="%22Sutherland%2C+Vicki%22">Sutherland, Vicki</searchLink><relatesTo>4</relatesTo><br /><searchLink fieldCode="AU" term="%22Schmitt%2C+Charles%22">Schmitt, Charles</searchLink><relatesTo>5</relatesTo><br /><searchLink fieldCode="AU" term="%22Rooney%2C+Andrew+A%2E%22">Rooney, Andrew A.</searchLink><relatesTo>5</relatesTo><br /><searchLink fieldCode="AU" term="%22Fostel%2C+Jennifer%22">Fostel, Jennifer</searchLink><relatesTo>5</relatesTo><br /><searchLink fieldCode="AU" term="%22Walker%2C+Vickie+R%2E%22">Walker, Vickie R.</searchLink><relatesTo>5</relatesTo><br /><searchLink fieldCode="AU" term="%22Saddler%2C+Trey%22">Saddler, Trey</searchLink><relatesTo>6</relatesTo><br /><searchLink fieldCode="AU" term="%22Reif%2C+David%22">Reif, David</searchLink><relatesTo>7</relatesTo><br /><searchLink fieldCode="AU" term="%22Mansouri%2C+Kamel%22">Mansouri, Kamel</searchLink><relatesTo>1</relatesTo>, <i>kamel.mansouri@nih.gov</i><br /><searchLink fieldCode="AU" term="%22Kleinstreuer%2C+Nicole%22">Kleinstreuer, Nicole</searchLink><relatesTo>1</relatesTo>
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22WIREs%3A+Computational+Molecular+Science%22">WIREs: Computational Molecular Science</searchLink>; Sep/Oct2025, Vol. 15 Issue 5, p1-16, 16p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=188493132
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1002/wcms.70047
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 16
        StartPage: 1
    Titles:
      – TitleFull: Automating Data Extraction From Scientific Literature and General PDF Files Using Large Language Models and KNIME: An Application in Toxicology.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Moreira‐Filho, José Teófilo
      – PersonEntity:
          Name:
            NameFull: Ranganath, Dhruv
      – PersonEntity:
          Name:
            NameFull: Tieghi, Ricardo S.
      – PersonEntity:
          Name:
            NameFull: Patton, Robert
      – PersonEntity:
          Name:
            NameFull: Sutherland, Vicki
      – PersonEntity:
          Name:
            NameFull: Schmitt, Charles
      – PersonEntity:
          Name:
            NameFull: Rooney, Andrew A.
      – PersonEntity:
          Name:
            NameFull: Fostel, Jennifer
      – PersonEntity:
          Name:
            NameFull: Walker, Vickie R.
      – PersonEntity:
          Name:
            NameFull: Saddler, Trey
      – PersonEntity:
          Name:
            NameFull: Reif, David
      – PersonEntity:
          Name:
            NameFull: Mansouri, Kamel
      – PersonEntity:
          Name:
            NameFull: Kleinstreuer, Nicole
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 01
              M: 09
              Text: Sep/Oct2025
              Type: published
              Y: 2025
          Identifiers:
            – Type: issn-print
              Value: 17590876
          Numbering:
            – Type: volume
              Value: 15
            – Type: issue
              Value: 5
          Titles:
            – TitleFull: WIREs: Computational Molecular Science
              Type: main
ResultId 1