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Differentiation of Central and Peripheral Acute Vertigo in the Emergency Department Using Machine Learning

Differentiation of Central and Peripheral Acute Vertigo in the Emergency Department Using Machine Learning

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2600125183
Enrollment
Unknown
Registered
2026-05-22
Start date
2026-05-22
Completion date
Unknown
Last updated
2026-05-25

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Central Vertigo and Peripheral Vertigo

Interventions

Sponsors

Xuzhou No 1 People’s Hospital
Lead Sponsor

Eligibility

Sex/Gender
All
Age
18 Years to No maximum

Inclusion criteria

Inclusion criteria: 1. Age >= 18 years; 2. Retrospective cohort: Patients who presented with acute or subacute vertigo or dizziness as the primary chief complaint to the Emergency Department or the Emergency Neurology Department of Xuzhou First People's Hospital, or to the Emergency Department of Henan Shenhuo General Hospital, between January 2024 and December 2025; were subsequently hospitalized; and were definitively diagnosed with central or peripheral vertigo based on clinical evaluation and auxiliary examinations. 3.complaint to the Emergency Department or the Emergency Neurology Department of Xuzhou First People's Hospital between May 2026 and June 2026; were subsequently hospitalized; and were definitively diagnosed with central or peripheral vertigo based on clinical evaluation and auxiliary examinations.

Exclusion criteria

Exclusion criteria: 1. Vertigo directly ascribable to well-defined external causes, such as physical trauma, acute intoxication, drug poisoning, or severe systemic infection. 2.Dizziness clearly attributable to psychogenic factors (e.g., panic attack, generalized anxiety disorder) that have been determined to be the sole cause of the symptoms. 3.Undifferentiated dizziness of unknown etiology that remains unclassifiable as central or peripheral vertigo even after a comprehensive clinical evaluation. 4. Cases concurrently exhibiting features of both central and peripheral vertigo, precluding unambiguous classification into a single category. 5. Diagnostic uncertainty resulting from failure to complete definitive confirmatory neuroimaging due to practical constraints, such as contraindications to MRI (e.g., presence of metal implants).

Design outcomes

Primary

MeasureTime frame
age;sex;nature of symptom;duration of symptoms;associated symptoms;hypertension;diabetes mellitus;cerebral infarction;cerebral hemorrhage;coronary heart disease;atrial fibrillation;surgery;smoking;alcohol;allergy;allergy;High-sensitivity C-reactive protein;plasma D-dimer;routine hemostasis and coagulation tests;blood biochemistry;cardiac enzymes;

Countries

China

Contacts

Public ContactWang Nuan

Xuzhou No 1 People’s Hospital

1279814072@qq.com+86 516 6816 7579

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: May 30, 2026