{
  "abstract": null,
  "abstract_shown": false,
  "affiliations": [
    "Electrical and Electronics Engineering Department, , 78050 Karabük, Türkiye",
    "Department of Electrical and Electronics Engineering, Faculty of Engineering, , 27310 Gaziantep, Türkiye;",
    "Department of Drone Techniques Engineering, Technical College of Mosul, , Mosul 41001, Iraq;"
  ],
  "article_type": "review article",
  "arxiv": null,
  "author_total": 3,
  "authors": [
    {
      "affs": [
        0
      ],
      "name": "Ahlem Aziz"
    },
    {
      "affs": [
        1
      ],
      "name": "Seydi Kacmaz"
    },
    {
      "affs": [
        2
      ],
      "name": "Azam Isam Abdulkareem Aladwani"
    }
  ],
  "bibtex": "https://research.draconitic.com/paper/dgm261ay8a80z.bib",
  "cited_by": 0,
  "doi": null,
  "fulltext_url": "https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13664333/?tool=EBI",
  "id": "dgm261ay8a80z",
  "issns": [
    "2075-4418"
  ],
  "landing_url": "https://europepmc.org/article/PMC/PMC13664333",
  "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/PMC13664333/pdf/?tool=EBI",
  "pmcid": "PMC13664333",
  "pmid": null,
  "published": "2026-09-25",
  "publisher": null,
  "ris": "https://research.draconitic.com/paper/dgm261ay8a80z.ris",
  "sources": [
    {
      "first_seen": "2026-10-30T12:17:40Z",
      "native_id": "PMC:PMC13664333",
      "source": "europepmc",
      "url": "https://europepmc.org/article/PMC/PMC13664333"
    }
  ],
  "subjects": [
    {
      "field": "medicine",
      "origin": "journal-openalex:F27",
      "subfield": "general"
    }
  ],
  "title": "Machine Learning and Deep Learning for Early Disease Detection Across Modalities: A Comprehensive Review of Methods, Applications, and Clinical Translation",
  "title_text": "Machine Learning and Deep Learning for Early Disease Detection Across Modalities: A Comprehensive Review of Methods, Applications, and Clinical Translation",
  "type": "peer-reviewed",
  "updated_at": "2026-10-30T12:17:40Z",
  "url": "https://research.draconitic.com/paper/dgm261ay8a80z",
  "venue": "Diagnostics (Basel, Switzerland)",
  "versions": []
}