Technical Note: Evaluation of audiovisual biofeedback smartphone application for respiratory monitoring in radiation oncology.
4D CBCT
RPM
accelerometer
apple iOS application
gyroscope
motion management
respiratory motion
sensor fusion
smartphone
Journal
Medical physics
ISSN: 2473-4209
Titre abrégé: Med Phys
Pays: United States
ID NLM: 0425746
Informations de publication
Date de publication:
Nov 2020
Nov 2020
Historique:
received:
07
06
2020
revised:
26
07
2020
accepted:
13
08
2020
pubmed:
25
9
2020
medline:
15
5
2021
entrez:
24
9
2020
Statut:
ppublish
Résumé
Radiation dose delivered to targets located near the upper abdomen or thorax are significantly affected by respiratory motion, necessitating large margins, limiting dose escalation. Surrogate motion management devices, such as the Real-time Position Management (RPM™) system (Varian Medical Systems, Palo Alto, CA), are commonly used to improve normal tissue sparing. Alternative to current solutions, we have developed and evaluated the feasibility of a real-time position management system that leverages the motion data from the onboard hardware of Apple iOS devices to provide patients with visual coaching with the potential to improve the reproducibility of breathing as well as improve patient compliance and reduce treatment delivery time. The iOS application, coined the Instant Respiratory Feedback (IRF) system, was developed in Swift (Apple Inc., Cupertino, CA) using the Core-Motion library and implemented on an Apple iPhone® devices. Operation requires an iPhone®, a three-dimensional printed arm, and a radiolucent projector screen system for feedback. Direct comparison between IRF, which leverages sensor fusion data from the iPhone®, and RPM™, an optical-based system, was performed on multiple respiratory motion phantoms and volunteers. The IRF system and RPM™ camera tracking marker were placed on the same location allowing for simultaneous data acquisition. The IRF surrogate measurement of displacement was compared to the signal trace acquired using RPM™ with univariate linear regressions and Bland-Altman analysis. Periodic motion shows excellent agreement between both systems, and subject motion shows good agreement during regular and irregular breathing motion. Comparison of IRF and RPM™ show very similar signal traces that were significantly related across all phantoms, including those motion with different amplitude and frequency, and subjects' waveforms (all r > 0.9, P < 0.0001). We demonstrate the feasibility of performing four-dimensional cone beam computed tomography using IRF which provided similar image quality as RPM™ when reconstructing dynamic motion phantom images. Feasibility of an iOS application to provide real-time respiratory motion is demonstrated. This system generated comparable signal traces to a commercially available system and offers an alternative method to monitor respiratory motion.
Identifiants
pubmed: 32969075
doi: 10.1002/mp.14484
pmc: PMC7722016
mid: NIHMS1632045
doi:
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Pagination
5496-5504Subventions
Organisme : NCI NIH HHS
ID : R01 CA223667
Pays : United States
Organisme : National Institute of Health
ID : 1R01CA223667
Organisme : Natural Sciences and Engineering Research Council
Organisme : National Institute of Health
ID : 1R01CA227713
Organisme : NCI NIH HHS
ID : R01 CA227713
Pays : United States
Informations de copyright
© 2020 American Association of Physicists in Medicine.
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