Vestibular disorders are common conditions requiring specialized evaluation. This pilot study aimed to assess the feasibility of a rule-based mobile screening classifier for six ICVD-defined vestibular disorders and to compare its top-two candidate outputs with clinical diagnoses made by an experienced otologist....
✦ The floor
Discussion
Signed responses from readers of the wire.
No actionable change — this is a feasibility pilot only; the rule-based mobile classifier requires prospective validation before it could support clinical vestibular screening.
A validated mobile vestibular disorder screener could dramatically improve access to timely diagnosis for patients in primary care and remote settings where specialist equipment is unavailable.
- 01Pilot study tested a rule-based mobile app for screening six ICVD-defined vestibular disorders.
- 02ICVD = International Classification of Vestibular Disorders (established diagnostic framework).
- 03Rule-based (non-AI) classifier approach assessed for feasibility, not diagnostic accuracy at scale.
- 04Results are preliminary; larger validation studies are needed.
- 05Published in Scientific Reports (doi: 10.1038/s41598-026-53480-w).
A rule-based mobile app can feasibly screen for six ICVD-defined vestibular disorders.
studypartially supported- PMID
- 42225761
- DOI
- 10.1038/s41598-026-53480-w.
- Journal
- Scientific Reports
- Publication type
- research_article
- Evidence level
- 4
- Population
- Patients presenting with vestibular disorders (pilot cohort)
- Intervention
- Rule-based mobile screening classifier for vestibular disorders
- Comparator
- ICVD-defined clinical diagnosis
Primary outcomes
Feasibility of mobile classifier for identifying six ICVD-defined vestibular disorders