Cargando…
Eye and Head Movement Recordings Using Smartphones for Telemedicine Applications: Measurements of Accuracy and Precision
OBJECTIVE: Smartphones have shown promise in the assessment of neuro-ophthalmologic and vestibular disorders. We have shown that the head impulse test results recorded using our application are comparable with measurements from clinical video-oculography (VOG) goggles. The smartphone uses ARKit'...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8975177/ https://www.ncbi.nlm.nih.gov/pubmed/35370913 http://dx.doi.org/10.3389/fneur.2022.789581 |
_version_ | 1784680346721189888 |
---|---|
author | Parker, T. Maxwell Badihian, Shervin Hassoon, Ahmed Saber Tehrani, Ali S. Farrell, Nathan Newman-Toker, David E. Otero-Millan, Jorge |
author_facet | Parker, T. Maxwell Badihian, Shervin Hassoon, Ahmed Saber Tehrani, Ali S. Farrell, Nathan Newman-Toker, David E. Otero-Millan, Jorge |
author_sort | Parker, T. Maxwell |
collection | PubMed |
description | OBJECTIVE: Smartphones have shown promise in the assessment of neuro-ophthalmologic and vestibular disorders. We have shown that the head impulse test results recorded using our application are comparable with measurements from clinical video-oculography (VOG) goggles. The smartphone uses ARKit's capability to acquire eye and head movement positions without the need of performing a calibration as in most eye-tracking devices. Here, we measure the accuracy and precision of the eye and head position recorded using our application. METHODS: We enrolled healthy volunteers and asked them to direct their eyes, their heads, or both to targets on a wall at known eccentricities while recording their head and eye movements with our smartphone application. We measured the accuracy as the error between the eye or head movement measurement and the location of each target and the precision as the standard deviation of the eye or head position for each of the target positions. RESULTS: The accuracy of head recordings (15% error) was overall better than the accuracy of eye recordings (23% error). We also found that the accuracy for horizontal eye movements (17% error) was better than for vertical (27% error). Precision was also better for head movement (0.8 degrees) recordings than eye movement recordings (1.3 degrees) and variability tended to increase with eccentricity. CONCLUSION: Our results provide basic metrics evaluating the utility of smartphone applications in the quantitative assessment of head and eye movements. While the new method may not replace the more accurate dedicated VOG devices, they provide a more accessible quantitative option. It may be advisable to include a calibration recording together with any planned clinical test to improve the accuracy. |
format | Online Article Text |
id | pubmed-8975177 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-89751772022-04-02 Eye and Head Movement Recordings Using Smartphones for Telemedicine Applications: Measurements of Accuracy and Precision Parker, T. Maxwell Badihian, Shervin Hassoon, Ahmed Saber Tehrani, Ali S. Farrell, Nathan Newman-Toker, David E. Otero-Millan, Jorge Front Neurol Neurology OBJECTIVE: Smartphones have shown promise in the assessment of neuro-ophthalmologic and vestibular disorders. We have shown that the head impulse test results recorded using our application are comparable with measurements from clinical video-oculography (VOG) goggles. The smartphone uses ARKit's capability to acquire eye and head movement positions without the need of performing a calibration as in most eye-tracking devices. Here, we measure the accuracy and precision of the eye and head position recorded using our application. METHODS: We enrolled healthy volunteers and asked them to direct their eyes, their heads, or both to targets on a wall at known eccentricities while recording their head and eye movements with our smartphone application. We measured the accuracy as the error between the eye or head movement measurement and the location of each target and the precision as the standard deviation of the eye or head position for each of the target positions. RESULTS: The accuracy of head recordings (15% error) was overall better than the accuracy of eye recordings (23% error). We also found that the accuracy for horizontal eye movements (17% error) was better than for vertical (27% error). Precision was also better for head movement (0.8 degrees) recordings than eye movement recordings (1.3 degrees) and variability tended to increase with eccentricity. CONCLUSION: Our results provide basic metrics evaluating the utility of smartphone applications in the quantitative assessment of head and eye movements. While the new method may not replace the more accurate dedicated VOG devices, they provide a more accessible quantitative option. It may be advisable to include a calibration recording together with any planned clinical test to improve the accuracy. Frontiers Media S.A. 2022-03-18 /pmc/articles/PMC8975177/ /pubmed/35370913 http://dx.doi.org/10.3389/fneur.2022.789581 Text en Copyright © 2022 Parker, Badihian, Hassoon, Saber Tehrani, Farrell, Newman-Toker and Otero-Millan. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Neurology Parker, T. Maxwell Badihian, Shervin Hassoon, Ahmed Saber Tehrani, Ali S. Farrell, Nathan Newman-Toker, David E. Otero-Millan, Jorge Eye and Head Movement Recordings Using Smartphones for Telemedicine Applications: Measurements of Accuracy and Precision |
title | Eye and Head Movement Recordings Using Smartphones for Telemedicine Applications: Measurements of Accuracy and Precision |
title_full | Eye and Head Movement Recordings Using Smartphones for Telemedicine Applications: Measurements of Accuracy and Precision |
title_fullStr | Eye and Head Movement Recordings Using Smartphones for Telemedicine Applications: Measurements of Accuracy and Precision |
title_full_unstemmed | Eye and Head Movement Recordings Using Smartphones for Telemedicine Applications: Measurements of Accuracy and Precision |
title_short | Eye and Head Movement Recordings Using Smartphones for Telemedicine Applications: Measurements of Accuracy and Precision |
title_sort | eye and head movement recordings using smartphones for telemedicine applications: measurements of accuracy and precision |
topic | Neurology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8975177/ https://www.ncbi.nlm.nih.gov/pubmed/35370913 http://dx.doi.org/10.3389/fneur.2022.789581 |
work_keys_str_mv | AT parkertmaxwell eyeandheadmovementrecordingsusingsmartphonesfortelemedicineapplicationsmeasurementsofaccuracyandprecision AT badihianshervin eyeandheadmovementrecordingsusingsmartphonesfortelemedicineapplicationsmeasurementsofaccuracyandprecision AT hassoonahmed eyeandheadmovementrecordingsusingsmartphonesfortelemedicineapplicationsmeasurementsofaccuracyandprecision AT sabertehranialis eyeandheadmovementrecordingsusingsmartphonesfortelemedicineapplicationsmeasurementsofaccuracyandprecision AT farrellnathan eyeandheadmovementrecordingsusingsmartphonesfortelemedicineapplicationsmeasurementsofaccuracyandprecision AT newmantokerdavide eyeandheadmovementrecordingsusingsmartphonesfortelemedicineapplicationsmeasurementsofaccuracyandprecision AT oteromillanjorge eyeandheadmovementrecordingsusingsmartphonesfortelemedicineapplicationsmeasurementsofaccuracyandprecision |