{
  "abstract": null,
  "abstract_shown": false,
  "affiliations": [
    "Department of Clinical Pharmacy and Pharmacy Practice, Faculty of Pharmacy, Yarmouk University, Irbid 21163, Jordan; (G.A.-T.); (S.S.)",
    "Department of Clinical Pharmacy, Faculty of Pharmacy, Jordan University of Science and Technology, Irbid 22110, Jordan",
    "Faculty of Pharmacy, Department of Medicinal Chemistry and Pharmacognosy, Yarmouk University, Irbid 21163, Jordan",
    "Independent Researcher, Irbid 21110, Jordan",
    "Department of Pharmacy Practice, Pharmacy college, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh 11671, Saudi Arabia",
    "Biomedical Systems and Informatics Engineering Department, Hijjawi Faculty for Engineering Technology, Yarmouk University, Irbid 21163, Jordan"
  ],
  "article_type": "research article",
  "arxiv": null,
  "author_total": 8,
  "authors": [
    {
      "affs": [
        0
      ],
      "name": "Islam A. Berdaweel"
    },
    {
      "affs": [
        1
      ],
      "name": "Sayer I. Al-Azzam"
    },
    {
      "affs": [
        0
      ],
      "name": "Ghaith Al-Taani"
    },
    {
      "affs": [
        2
      ],
      "name": "Amal Albawaana"
    },
    {
      "affs": [
        0
      ],
      "name": "Salam Shannag"
    },
    {
      "affs": [
        3
      ],
      "name": "Ameera M. Bataineh"
    },
    {
      "affs": [
        4
      ],
      "name": "Sireen Abdul Rahim Shilbayeh"
    },
    {
      "affs": [
        5
      ],
      "name": "Amjed Al Fahoum"
    }
  ],
  "bibtex": "https://research.draconitic.com/paper/5y7jjhpe68exm.bib",
  "cited_by": 0,
  "doi": null,
  "fulltext_url": "https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13663970/?tool=EBI",
  "id": "5y7jjhpe68exm",
  "issns": [
    "2075-4418"
  ],
  "landing_url": "https://europepmc.org/article/PMC/PMC13663970",
  "language": "eng",
  "licence": "CC-BY",
  "licence_label": "CC BY",
  "licence_source": "article",
  "licence_url": "https://creativecommons.org/licenses/by/4.0/",
  "metadata_licence": null,
  "native_subjects": [],
  "openalex": null,
  "pdf_url": "https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13663970/pdf/?tool=EBI",
  "pmcid": "PMC13663970",
  "pmid": null,
  "published": "2026-09-22",
  "publisher": null,
  "ris": "https://research.draconitic.com/paper/5y7jjhpe68exm.ris",
  "sources": [
    {
      "first_seen": "2026-10-30T12:17:43Z",
      "native_id": "PMC:PMC13663970",
      "source": "europepmc",
      "url": "https://europepmc.org/article/PMC/PMC13663970"
    }
  ],
  "subjects": [
    {
      "field": "medicine",
      "origin": "journal-openalex:F27",
      "subfield": "general"
    }
  ],
  "title": "Non-Invasive Prediction of Metabolic Syndrome Using Explainable Machine Learning",
  "title_text": "Non-Invasive Prediction of Metabolic Syndrome Using Explainable Machine Learning",
  "type": "peer-reviewed",
  "updated_at": "2026-10-30T12:17:43Z",
  "url": "https://research.draconitic.com/paper/5y7jjhpe68exm",
  "venue": "Diagnostics (Basel, Switzerland)",
  "versions": []
}