Diagnosing the benign paroxysmal positional vertigo via 1D and deep-learning composite model
Peixia Wu, Xuebing Liu, Qi Dai, Jiaoda Yu, Jieli Zhao, Fangzhou Yu, Yaoqian Liu, Yongbin Gao, Huawei Li, Wenyan Li 2023
Benign Paroxysmal Positional Vertigo (BPPV) is the leading cause of vertigo, and its characteristic nystagmus induced by positional maneuvers makes it a good model for Artificial Intelligence (AI) diagnosis. However, during the testing procedure, up to 10 min of indivisible long-range temporal correlation data are produced, making the AI-informed real-time diagnosing unlikely in clinical practice.