View in EDS HTML Full Text PDF Full Text

Leveraging Explainable Automated Machine Learning (AutoML) and Metabolomics for Robust Diagnosis and Pathophysiological Insights in Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS).

Saved in:
Bibliographic Details
Title: Leveraging Explainable Automated Machine Learning (AutoML) and Metabolomics for Robust Diagnosis and Pathophysiological Insights in Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS).
Authors: Yagin, Fatma Hilal1,2 (AUTHOR), Colak, Cemil2,3 (AUTHOR), Al-Hashem, Fahaid3,4 (AUTHOR), Alzakari, Sarah A.4,5 (AUTHOR), Alhussan, Amel Ali5 (AUTHOR), Aghaei, Mohammadreza6 (AUTHOR)
Source: Diagnostics (2075-4418). Nov2025, Vol. 15 Issue 21, p2755. 15p.
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: 189601788
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Leveraging Explainable Automated Machine Learning (AutoML) and Metabolomics for Robust Diagnosis and Pathophysiological Insights in Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS).
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AR" term="%22Yagin%2C+Fatma+Hilal%22">Yagin, Fatma Hilal</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Colak%2C+Cemil%22">Colak, Cemil</searchLink><relatesTo>2,3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Al-Hashem%2C+Fahaid%22">Al-Hashem, Fahaid</searchLink><relatesTo>3,4</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Alzakari%2C+Sarah+A%2E%22">Alzakari, Sarah A.</searchLink><relatesTo>4,5</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Alhussan%2C+Amel+Ali%22">Alhussan, Amel Ali</searchLink><relatesTo>5</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Aghaei%2C+Mohammadreza%22">Aghaei, Mohammadreza</searchLink><relatesTo>6</relatesTo> (AUTHOR)
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22Diagnostics+%282075-4418%29%22">Diagnostics (2075-4418)</searchLink>. Nov2025, Vol. 15 Issue 21, p2755. 15p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=189601788
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.3390/diagnostics15212755
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 15
        StartPage: 2755
    Titles:
      – TitleFull: Leveraging Explainable Automated Machine Learning (AutoML) and Metabolomics for Robust Diagnosis and Pathophysiological Insights in Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS).
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Yagin, Fatma Hilal
      – PersonEntity:
          Name:
            NameFull: Colak, Cemil
      – PersonEntity:
          Name:
            NameFull: Al-Hashem, Fahaid
      – PersonEntity:
          Name:
            NameFull: Alzakari, Sarah A.
      – PersonEntity:
          Name:
            NameFull: Alhussan, Amel Ali
      – PersonEntity:
          Name:
            NameFull: Aghaei, Mohammadreza
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 01
              M: 11
              Text: Nov2025
              Type: published
              Y: 2025
          Identifiers:
            – Type: issn-print
              Value: 20754418
          Numbering:
            – Type: volume
              Value: 15
            – Type: issue
              Value: 21
          Titles:
            – TitleFull: Diagnostics (2075-4418)
              Type: main
ResultId 1