51. Benchmarking for On-Scalp MEG Sensors
- Author
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Matti Hämäläinen, Stephen Whitmarsh, Minshu Xie, M. L. Chukharkin, Daniel Lundqvist, Dag Winkler, Justin F. Schneiderman, A. Kalabukhov, Robert Oostenveld, Bushra Riaz, and Veikko Jousmäki
- Subjects
Validation study ,Biomedical Engineering ,Auditory and somatosensory evoked fields (AEF and SEF) ,ta3112 ,DIPOLE ,01 natural sciences ,Signal gain ,Sensitivity and Specificity ,150 000 MR Techniques in Brain Function ,law.invention ,03 medical and health sciences ,benchmark ,0302 clinical medicine ,Somatosensory evoked fields ,law ,Reference Values ,0103 physical sciences ,medicine ,Electronic engineering ,Humans ,magnetoencephalography (MEG) ,010306 general physics ,Electrodes ,Physics ,Scalp ,medicine.diagnostic_test ,business.industry ,Brain ,Magnetoencephalography ,Reproducibility of Results ,Pattern recognition ,Benchmarking ,Equipment Design ,high-temperature superconductors ,SQUID ,Equipment Failure Analysis ,Reference values ,Artificial intelligence ,superconducting quantum interference device (SQUID) ,business ,SYSTEM ,030217 neurology & neurosurgery - Abstract
Objective : We present a benchmarking protocol for quantitatively comparing emerging on-scalp magnetoencephalography (MEG) sensor technologies to their counterparts in state-of-the-art MEG systems. Methods: As a means of validation, we compare a high-critical-temperature superconducting quantum interference device (high $T_{{c}}$ SQUID) with the low- $T_{{c}}$ SQUIDs of an Elekta Neuromag TRIUX system in MEG recordings of auditory and somatosensory evoked fields (SEFs) on one human subject. Results: We measure the expected signal gain for the auditory-evoked fields (deeper sources) and notice some unfamiliar features in the on-scalp sensor-based recordings of SEFs (shallower sources). Conclusion: The experimental results serve as a proof of principle for the benchmarking protocol. This approach is straightforward, general to various on-scalp MEG sensors, and convenient to use on human subjects. The unexpected features in the SEFs suggest on-scalp MEG sensors may reveal information about neuromagnetic sources that is otherwise difficult to extract from state-of-the-art MEG recordings. Significance: As the first systematically established on-scalp MEG benchmarking protocol, magnetic sensor developers can employ this method to prove the utility of their technology in MEG recordings. Further exploration of the SEFs with on-scalp MEG sensors may reveal unique information about their sources.
- Published
- 2017