{
  "abstract": "Objective To provide a comprehensive review of the current landscape of artificial intelligence (AI) applications in voice disorder, with emphasis on emerging applications, limitations, and future directions for clinical integration. Methods Literature review. Conclusion AI‐based voice analysis is a promising tool for the screening and monitoring of vocal pathology, offering advantages in accessibility, scalability, and sensitivity to subtle acoustic features. However, current models remain limited by small data sets and lack of standardization in recording and reporting techniques. To move beyond proof‐of‐concept studies, future work must focus on longitudinal and multimodal data integration, explainability, fairness, and validated frameworks for implementation. Emerging strategies such as edge computing, synthetic data, and ambient electronic health record (EHR) integration may facilitate scalable, privacy‐preserving adoption in clinical settings.",
  "abstract_shown": true,
  "affiliations": [
    "Sean Parker Institute for the Voice, Department of Otolaryngology‐Head and Neck Surgery Weill Cornell Medical College New York New York USA"
  ],
  "article_type": null,
  "arxiv": null,
  "author_total": 2,
  "authors": [
    {
      "affs": [
        0
      ],
      "name": "Rachel B. Kutler"
    },
    {
      "affs": [
        0
      ],
      "name": "Anaïs Rameau"
    }
  ],
  "bibtex": "https://research.draconitic.com/paper/ay2vjz6shpq47.bib",
  "cited_by": 1,
  "doi": "10.1002/wjo2.70103",
  "fulltext_url": "https://doi.org/10.1002/wjo2.70103",
  "id": "ay2vjz6shpq47",
  "issns": [
    "2589-1081",
    "2095-8811"
  ],
  "landing_url": "https://doi.org/10.1002/wjo2.70103",
  "language": "en",
  "licence": "CC-BY",
  "licence_label": "CC BY",
  "licence_source": "journal",
  "licence_url": "https://creativecommons.org/licenses/by/4.0/",
  "metadata_licence": null,
  "native_subjects": [
    [
      "lcc",
      "RD1-811"
    ],
    [
      "lcc",
      "RF1-547"
    ],
    [
      "openalex",
      "2737|Voice and Speech Disorders"
    ]
  ],
  "openalex": "W7140181043",
  "pdf_url": null,
  "pmcid": null,
  "pmid": null,
  "published": "2026-10-23",
  "publisher": "Wiley",
  "ris": "https://research.draconitic.com/paper/ay2vjz6shpq47.ris",
  "sources": [
    {
      "first_seen": "2026-10-30T12:17:25Z",
      "native_id": "152e2ac2fd714f95ace4d8afd537ad99",
      "source": "doaj",
      "url": "https://doi.org/10.1002/wjo2.70103"
    }
  ],
  "subjects": [
    {
      "field": "medicine",
      "origin": "openalex:2737|Voice and Speech Disorders",
      "subfield": "physiology"
    }
  ],
  "title": "Artificial Intelligence in Voice Disorders: Current Landscape, Emerging Applications and Future Directions",
  "title_text": "Artificial Intelligence in Voice Disorders: Current Landscape, Emerging Applications and Future Directions",
  "type": "peer-reviewed",
  "updated_at": "2026-10-30T13:43:50Z",
  "url": "https://research.draconitic.com/paper/ay2vjz6shpq47",
  "venue": "World Journal of Otorhinolaryngology-Head and Neck Surgery",
  "versions": []
}