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Prediction of benign paroxysmal positional vertigo recurrence in postmenopausal women: a machine learning-based clinical study

Source: Frontiers - Health • Published: 25 Aug 2026, 00:00

Prediction of benign paroxysmal positional vertigo recurrence in postmenopausal women: a machine learning-based clinical study

Examines machine learning models to predict recurrence risk of positional vertigo specifically in postmenopausal women, comparing algorithms and interpreting key predictors.

Key Takeaways
  • Although canalith repositioning procedures are effective for acute symptom control
  • Repeated episodes significantly increase patients’ risks of falls
  • Although recent studies have begun to develop predictive models for BPPV recurrence in general populations ( 7 )
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