Novel evaluation method for facial nerve palsy using 3D facial recognition system in iPhone

麻痹 计算机科学 面神经 肌电图 面瘫 面部肌肉 人工智能 计算机视觉 神经元电图 物理医学与康复 医学 外科 解剖 病理 替代医学
作者
Koki Hasebe,Tsuyoshi Kojima,Yusuke Okanoue,Ryohei Yuki,Hirotaka Yamamoto,Shuya Otsuki,Shintaro Fujimura,Ryusuke Hori
出处
期刊:Auris Nasus Larynx [Elsevier BV]
卷期号:51 (3): 460-464
标识
DOI:10.1016/j.anl.2024.02.003
摘要

While subjective methods like the Yanagihara system and the House-Brackmann system are standard in evaluating facial paralysis, they are limited by intra- and inter-observer variability. Meanwhile, quantitative objective methods such as electroneurography and electromyography are time-consuming. Our aim was to introduce a swift, objective, and quantitative method for evaluating facial movements.We developed an application software (app) that utilizes the facial recognition functionality of the iPhone (Apple Inc., Cupertino, USA) for facial movement evaluation. This app leverages the phone's front camera, infrared radiation, and infrared camera to provide detailed three-dimensional facial topology. It quantitatively compares left and right facial movements by region and displays the movement ratio of the affected side to the opposite side. Evaluations using the app were conducted on both normal and facial palsy subjects and were compared with conventional methods.Our app provided an intuitive user experience, completing evaluations in under a minute, and thus proving practical for regular use. Its evaluation scores correlated highly with the Yanagihara system, the House-Brackmann system, and electromyography. Furthermore, the app outperformed conventional methods in assessing detailed facial movements.Our novel iPhone app offers a valuable tool for the comprehensive and efficient evaluation of facial palsy.
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