Advancing personalized healthcare: leveraging explainable AI for BPPV risk assessment

Masoud Khani, Jake Luo, Mohammad Assadi Shalmani, Amirsajjad Taleban, Jazzmyne Adams, David Friedland

Abstract: Benign Paroxysmal Positional Vertigo (BPPV) is a common vestibular disorder significantly impacting older adults, characterized by brief episodes of vertigo triggered by head movements. Accurate and timely diagnosis of BPPV can be challenging due to its overlapping symptoms with other conditions. Machine learning (ML) offers a promising approach to enhance diagnostic accuracy and efficiency.