Using Pilot Tone for Sequence-Independent Motion Detection in the Head
Motivation: Motion artifacts are a major cause for rescans or for the patient to be recalled for another scanning session; this results in patient discomfort, workflow disruptions and additional costs. Goal(s): Prospectively provide MR operators with a “motion sensor signal” indicating subject motion to assist them in detecting and reacting to motion events. Approach: Design a sequence-agnostic Pilot Tone processing pipeline to detect motion and predict image quality degradation. Results: We showed that Pilot Tone can be used to detect head movement and predict with high accuracy whether the resulting image will be usable for diagnosis. Impact: This work shows that Pilot Tone can be used for prospective motion detection and image degradation prediction. Such a method may lead to a practically applicable solution to improve the MR workflow, thus reducing patient burden and costs.
Authors
- Tom Hilbert (ORCID: https://orcid.org/0000-0001-8207-4908)
- Peter Speier
- Jocelyn Philippe (ORCID: https://orcid.org/0009-0009-5952-6107)
- Mario Bacher (ORCID: https://orcid.org/0000-0002-5529-3598)
- Tobias Kober (ORCID: https://orcid.org/0000-0001-7598-9456)
- Ludovica Romanin (ORCID: https://orcid.org/0000-0001-5031-3302)
- Jean‐Baptiste Ledoux (ORCID: https://orcid.org/0000-0003-0447-5073)
- Yantu Huang
Publication Details
- Journal
- Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
- Published
- 2024-11-26
- DOI
- https://doi.org/10.58530/2024/2666
- Primary Topic
- Speech and Audio Processing
- Type
- article
- Field-Weighted Citation Impact
- 0.00