Smartphone-Based Videonystagmography Using Artificial Intelligence

Q4 Engineering
Sophia Reinhardt, Joshua Schmidt, Jonas Schneider, Michael Leuschel, Elena Schulte, Christiane Schüle, Jörg Schipper
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引用次数: 0

Abstract

Abstract Dizziness is a common symptom in medicine. The anamnesis and detection of a nystagmus is essential to distinguish a vertigo's pathogenesis. The diagnosis is complex, expensive, and not always available across the board. We present a novel location- and time-independent mobile application for videonystagmography (VNG) to support vertigo patients and medical staff. No additional hardware is necessary. The app uses artificial intelligence for eye tracking and to detect a horizontal nystagmus. A feasibility study of the mobile VNG with 13 healthy volunteers was performed. Each participant underwent a caloric vestibular testing to provoke the presence of a vestibular nystagmus. It could be shown that a smartphone-based VNG is possible.
使用人工智能的基于智能手机的视频震动成像
头晕是医学上常见的症状。眼球震颤的记忆和检测对于区分眩晕的发病机制至关重要。诊断是复杂的,昂贵的,而且并不总是全面可用。我们提出了一个新的位置和时间无关的移动应用程序,用于视频震动图(VNG),以支持眩晕患者和医务人员。不需要额外的硬件。该应用程序使用人工智能进行眼球追踪,并检测水平眼球震颤。对13名健康志愿者进行了移动VNG的可行性研究。每个参与者都进行了前庭热量测试,以诱发前庭眼球震颤。这可能表明,基于智能手机的VNG是可能的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Current Directions in Biomedical Engineering
Current Directions in Biomedical Engineering Engineering-Biomedical Engineering
CiteScore
0.90
自引率
0.00%
发文量
239
审稿时长
14 weeks
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