View in EDS HTML Full Text PDF Full Text

Machine learning in biological research: key algorithms, applications, and future directions.

Saved in:
Bibliographic Details
Title: Machine learning in biological research: key algorithms, applications, and future directions.
Authors: Alam MNU; Data Diversity Lab, College of Information Science, University of Arizona, Tucson, AZ, USA.; School of Plant Sciences, Arizona Genomics Institute, University of Arizona, Tucson, AZ, USA.; Department of Biochemistry and Molecular Biology, Plant Biotechnology Laboratory, University of Dhaka, Dhaka, Bangladesh., Basava K; Data Diversity Lab, College of Information Science, University of Arizona, Tucson, AZ, USA., Chitransh A; Data Diversity Lab, College of Information Science, University of Arizona, Tucson, AZ, USA., Fattah HMA; Data Diversity Lab, College of Information Science, University of Arizona, Tucson, AZ, USA., Garcia-Verdugo HD; Data Diversity Lab, College of Information Science, University of Arizona, Tucson, AZ, USA., Lo SH; Data Diversity Lab, College of Information Science, University of Arizona, Tucson, AZ, USA., Lohchab T; Data Diversity Lab, College of Information Science, University of Arizona, Tucson, AZ, USA., Martinet KM; Data Diversity Lab, College of Information Science, University of Arizona, Tucson, AZ, USA., Román-Palacios C; Data Diversity Lab, College of Information Science, University of Arizona, Tucson, AZ, USA. cromanpa@arizona.edu.; Center for Diverse Leadership in Science, University of California, Los Angeles, CA, USA. cromanpa@arizona.edu., Salazar JC; Data Diversity Lab, College of Information Science, University of Arizona, Tucson, AZ, USA.; Department of Biology, Washington University, St. Louis, MO, USA.; Department of Neurosurgery, Mayo Clinic, Jacksonville, FL, USA., Van Boxel D; Data Diversity Lab, College of Information Science, University of Arizona, Tucson, AZ, USA.; Applied Math GIDP, University of Arizona, Tucson, AZ, USA.
Source: BMC biology [BMC Biol] 2025 Oct 29; Vol. 23 (1), pp. 324. Date of Electronic Publication: 2025 Oct 29.
Publication Type: Journal Article; Review
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 101190720 Publication Model: Electronic Cited Medium: Internet ISSN: 1741-7007 (Electronic) Linking ISSN: 17417007 NLM ISO Abbreviation: BMC Biol Subsets: MEDLINE
Database: MEDLINE Ultimate
Full text is not displayed to guests.
FullText Links:
  – Type: pdflink
Text:
  Availability: 1
Header DbId: mdl
DbLabel: MEDLINE Ultimate
An: 41162974
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Machine learning in biological research: key algorithms, applications, and future directions.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AU" term="%22Alam+MNU%22">Alam MNU</searchLink>; Data Diversity Lab, College of Information Science, University of Arizona, Tucson, AZ, USA.; School of Plant Sciences, Arizona Genomics Institute, University of Arizona, Tucson, AZ, USA.; Department of Biochemistry and Molecular Biology, Plant Biotechnology Laboratory, University of Dhaka, Dhaka, Bangladesh.<br /><searchLink fieldCode="AU" term="%22Basava+K%22">Basava K</searchLink>; Data Diversity Lab, College of Information Science, University of Arizona, Tucson, AZ, USA.<br /><searchLink fieldCode="AU" term="%22Chitransh+A%22">Chitransh A</searchLink>; Data Diversity Lab, College of Information Science, University of Arizona, Tucson, AZ, USA.<br /><searchLink fieldCode="AU" term="%22Fattah+HMA%22">Fattah HMA</searchLink>; Data Diversity Lab, College of Information Science, University of Arizona, Tucson, AZ, USA.<br /><searchLink fieldCode="AU" term="%22Garcia-Verdugo+HD%22">Garcia-Verdugo HD</searchLink>; Data Diversity Lab, College of Information Science, University of Arizona, Tucson, AZ, USA.<br /><searchLink fieldCode="AU" term="%22Lo+SH%22">Lo SH</searchLink>; Data Diversity Lab, College of Information Science, University of Arizona, Tucson, AZ, USA.<br /><searchLink fieldCode="AU" term="%22Lohchab+T%22">Lohchab T</searchLink>; Data Diversity Lab, College of Information Science, University of Arizona, Tucson, AZ, USA.<br /><searchLink fieldCode="AU" term="%22Martinet+KM%22">Martinet KM</searchLink>; Data Diversity Lab, College of Information Science, University of Arizona, Tucson, AZ, USA.<br /><searchLink fieldCode="AU" term="%22Román-Palacios+C%22">Román-Palacios C</searchLink>; Data Diversity Lab, College of Information Science, University of Arizona, Tucson, AZ, USA. cromanpa@arizona.edu.; Center for Diverse Leadership in Science, University of California, Los Angeles, CA, USA. cromanpa@arizona.edu.<br /><searchLink fieldCode="AU" term="%22Salazar+JC%22">Salazar JC</searchLink>; Data Diversity Lab, College of Information Science, University of Arizona, Tucson, AZ, USA.; Department of Biology, Washington University, St. Louis, MO, USA.; Department of Neurosurgery, Mayo Clinic, Jacksonville, FL, USA.<br /><searchLink fieldCode="AU" term="%22Van+Boxel+D%22">Van Boxel D</searchLink>; Data Diversity Lab, College of Information Science, University of Arizona, Tucson, AZ, USA.; Applied Math GIDP, University of Arizona, Tucson, AZ, USA.
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22101190720%22">BMC biology</searchLink> [BMC Biol] 2025 Oct 29; Vol. 23 (1), pp. 324. <i>Date of Electronic Publication: </i>2025 Oct 29.
– Name: TypePub
  Label: Publication Type
  Group: TypPub
  Data: Journal Article; Review
– Name: TitleSource
  Label: Journal Info
  Group: Src
  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22BioMed+Central%22">BioMed Central </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101190720 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1741-7007 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2217417007%22">17417007 </searchLink><i>NLM ISO Abbreviation: </i>BMC Biol <i>Subsets: </i>MEDLINE
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41162974
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1186/s12915-025-02424-3
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        StartPage: 324
    Titles:
      – TitleFull: Machine learning in biological research: key algorithms, applications, and future directions.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Alam MNU
      – PersonEntity:
          Name:
            NameFull: Basava K
      – PersonEntity:
          Name:
            NameFull: Chitransh A
      – PersonEntity:
          Name:
            NameFull: Fattah HMA
      – PersonEntity:
          Name:
            NameFull: Garcia-Verdugo HD
      – PersonEntity:
          Name:
            NameFull: Lo SH
      – PersonEntity:
          Name:
            NameFull: Lohchab T
      – PersonEntity:
          Name:
            NameFull: Martinet KM
      – PersonEntity:
          Name:
            NameFull: Román-Palacios C
      – PersonEntity:
          Name:
            NameFull: Salazar JC
      – PersonEntity:
          Name:
            NameFull: Van Boxel D
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 29
              M: 10
              Text: 2025 Oct 29
              Type: published
              Y: 2025
          Identifiers:
            – Type: issn-electronic
              Value: 1741-7007
          Numbering:
            – Type: volume
              Value: 23
            – Type: issue
              Value: 1
          Titles:
            – TitleFull: BMC biology
              Type: main
ResultId 1