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author:

Liu, ZhiChao (Liu, ZhiChao.) [1] | Wang, YiHong (Wang, YiHong.) [2] | Zhu, MingZhu (Zhu, MingZhu.) [3] (Scholars:朱明珠) | Zhang, JianWei (Zhang, JianWei.) [4] | He, BingWei (He, BingWei.) [5] (Scholars:何炳蔚)

Indexed by:

EI Scopus SCIE

Abstract:

Benign Paroxysmal Positional Vertigo (BPPV) is a prevalent vestibular disorder encountered in clinical settings. Diagnosis of this condition primarily relies on the observation of nystagmus, which involves monitoring the eye movements of patients. However, existing medical equipment for collecting and analyzing nystagmus data has notable limitations and deficiencies. To address this challenge, a comprehensive BPPV nystagmus data collection and intelligent analysis framework has been developed. Our framework leverages a neural network model, Egeunet, in conjunction with mathematical statistical techniques like Fast Fourier Transform (FFT), enabling precise segmentation of eye structures and accurate analysis of eye movement data. Furthermore, an eye movement analysis method has been introduced, designed to enhance clinical decision-making, resulting in more intuitive and clear analysis outcomes. Benefiting from the high sensitivity of our eye movement capture and its robustness in the face of environmental conditions and noise, our BPPV nystagmus data collection and intelligent analysis framework has demonstrated outstanding performance in BPPV detection.

Keyword:

Benign paroxysmal positional vertigo Convolutional neural network Egeunet Feature matching Fourier transform Nystagmus

Community:

  • [ 1 ] [Liu, ZhiChao]Fuzhou Univ, Sch Mech Engn & Automat, Fuzhou 350108, Peoples R China
  • [ 2 ] [Zhu, MingZhu]Fuzhou Univ, Sch Mech Engn & Automat, Fuzhou 350108, Peoples R China
  • [ 3 ] [He, BingWei]Fuzhou Univ, Sch Mech Engn & Automat, Fuzhou 350108, Peoples R China
  • [ 4 ] [Liu, ZhiChao]Fuzhou Univ, Engn Res Ctr Joint Intelligent Med Engn, Fuzhou 350108, Peoples R China
  • [ 5 ] [Zhu, MingZhu]Fuzhou Univ, Engn Res Ctr Joint Intelligent Med Engn, Fuzhou 350108, Peoples R China
  • [ 6 ] [He, BingWei]Fuzhou Univ, Engn Res Ctr Joint Intelligent Med Engn, Fuzhou 350108, Peoples R China
  • [ 7 ] [Wang, YiHong]Fujian Med Univ, Fujian Prov Hosp, Fuzhou 350001, Peoples R China
  • [ 8 ] [Zhang, JianWei]Univ Hamburg, Dept Informat, Tech Aspects Multimodal Syst, D-20146 Hamburg, Germany

Reprint 's Address:

  • 朱明珠

    [Zhu, MingZhu]Fuzhou Univ, Sch Mech Engn & Automat, Fuzhou 350108, Peoples R China;;[Zhu, MingZhu]Fuzhou Univ, Engn Res Ctr Joint Intelligent Med Engn, Fuzhou 350108, Peoples R China

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Source :

PHYSICAL AND ENGINEERING SCIENCES IN MEDICINE

ISSN: 2662-4729

Year: 2025

Issue: 2

Volume: 48

Page: 769-784

2 . 4 0 0

JCR@2023

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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