Sadok Nadia, Luijten Gijs, Bahnsen Fin H, Gsaxner Christina, Peters Lorenz, Eichler Theda, Rombach Theresa, Lang Stephan, Khattab Sameh, Kleesiek Jens, Holle Dagny, Meyer Moritz, Egger Jan
Department for Oto-Rhino-Laryngology, Head and Neck Surgery, Essen University Hospital (AöR), University Essen-Duisburg, Essen, Germany.
Institute for Artificial Intelligence in Medicine (IKIM), Essen University Hospital (AöR), Essen, Germany.
Front Neurol. 2025 May 14;16:1576959. doi: 10.3389/fneur.2025.1576959. eCollection 2025.
In patients with acute vestibular syndrome (AVS) differentiating between benign acute peripheral vestibular disorders and possible life-threatening central, causes such as stroke, can be challenging due to similar symptoms. AVS patients experience dizziness, vertigo, imbalance, nausea, vomiting, and abnormal eye movements. This research evaluates the feasibility of using the eye-tracking capability of a mixed reality optical-see-through head-mounted display (MR-OST-HMD) to detect pathological eye movement patterns in patients with AVS.
Conducted at University Hospital Essen, this study assessed patients with AVS using a MR-OST-HMD during the HINTS-Exam. The feasibility study included 21 healthy subjects, seven patients with acute peripheral vestibular dysfunction and two stroke patients. Eye gaze, head position, and orientation were captured using a MR-OST-HMD and an in-house developed application designed to simulate the HINTS-Exam. The eye-tracking technology determined gaze direction and position, while the internal measurement unit and gyroscope recorded head movements in terms of position and velocity.
The MR-OST-HMD detected abnormal eye movements, including nystagmus, saccades, and skew deviation effectively. The device proved effective even for patients with severe nausea and elderly participants, who completed the eye calibration and HINTS-Exam without difficulty. The MR-OST-HMD HINTS-Exam was quick to perform (approximately 5 min) and was easily integrated into clinical practice after a single demonstration for medical staff.
MR-OST-HMD can detect pathological eye movements in AVS patients. Future research should validate these findings in larger cohorts and explore machine learning integration to enhance diagnostic accuracy.
在急性前庭综合征(AVS)患者中,由于症状相似,区分良性急性外周前庭疾病与可能危及生命的中枢性病因(如中风)具有挑战性。AVS患者会出现头晕、眩晕、失衡、恶心、呕吐及异常眼动。本研究评估了使用混合现实光学透视头戴式显示器(MR-OST-HMD)的眼动追踪功能检测AVS患者病理性眼动模式的可行性。
本研究在埃森大学医院进行,在HINTS检查期间使用MR-OST-HMD对AVS患者进行评估。可行性研究纳入了21名健康受试者、7名急性外周前庭功能障碍患者和2名中风患者。使用MR-OST-HMD和一个专门设计用于模拟HINTS检查的内部开发应用程序来捕捉眼注视、头部位置和方向。眼动追踪技术确定注视方向和位置,而内部测量单元和陀螺仪记录头部在位置和速度方面的运动。
MR-OST-HMD能有效检测到异常眼动,包括眼球震颤、扫视和斜视偏差。即使对于严重恶心的患者和老年参与者,该设备也证明是有效的,他们能够毫无困难地完成眼校准和HINTS检查。MR-OST-HMD HINTS检查执行迅速(约5分钟),在向医务人员进行一次演示后即可轻松融入临床实践。
MR-OST-HMD可检测AVS患者的病理性眼动。未来的研究应在更大的队列中验证这些发现,并探索整合机器学习以提高诊断准确性。