Lock-in functional near-infrared spectroscopy for measurement of the haemodynamic brain response.
Stanisław WojtkiewiczKarolina BejmAdam LiebertPublished in: Biomedical optics express (2022)
Here we show a method of the lock-in amplifying near-infrared signals originating within a human brain. It implies using two 90-degree rotated source-detector pairs fixed on a head surface. Both pairs have a joint sensitivity region located towards the brain. A direct application of the lock-in technique on both signals results in amplifying common frequency components, e.g. related to brain cortex stimulation and attenuating the rest, including all components not related to the stimulation: e.g. pulse, instrumental and biological noise or movement artefacts. This is a self-driven method as no prior assumptions are needed and the noise model is provided by the interfering signals themselves. We show the theory (classical modified Beer-Lambert law and diffuse optical tomography approaches), the algorithm implementation and tests on a finite element mathematical model and in-vivo on healthy volunteers during visual cortex stimulation. The proposed hardware and algorithm complexity suit the entire spectrum of (continuous wave, frequency domain, time-resolved) near-infrared spectroscopy systems featuring real-time, direct, robust and low-noise brain activity registration tool. As such, this can be of special interest in optical brain computer interfaces and high reliability/stability monitors of tissue oxygenation.
Keyphrases
- resting state
- white matter
- functional connectivity
- deep learning
- air pollution
- machine learning
- high resolution
- cerebral ischemia
- primary care
- blood pressure
- finite element
- mass spectrometry
- high speed
- magnetic resonance imaging
- computed tomography
- brain injury
- quality improvement
- low grade
- contrast enhanced
- image quality