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Real-Time Monitoring of Neurocritical Patients with Diffuse Optical Spectroscopies
Published on: November 19, 2020
A near-infrared spectroscopy computational model for cerebral hemodynamics
1CFD Research Corporation, Huntsville, AL 35805, USA. sunshekar@gmail.com
Summary
This study introduces a computational method using near-infrared spectroscopy (NIRS) to noninvasively detect and quantify cerebral hemorrhage. The NIRS technique models light interaction with brain tissue to assess blood oxygenation and predict hemorrhage severity.
Area of Science:
- Biomedical Optics
- Computational Biology
- Medical Imaging
Background:
- Near-infrared spectroscopy (NIRS) measures tissue optical properties by analyzing light absorption, scattering, and refraction.
- NIRS detects changes in oxygenated hemoglobin, deoxygenated hemoglobin, and water concentrations.
- Reconstructing tissue optical properties from boundary sensor measurements enables imaging.
Purpose of the Study:
- To develop a computational method for rapid, noninvasive detection and quantification of cerebral hemorrhage.
- To utilize numerical simulations to mimic the NIRS procedure for brain tissue analysis.
- To predict the extent and severity of brain hemorrhage using noninvasive numerical measurements.
Main Methods:
- Employed CFD Research Corporation's finite volume computational biology code.
- Numerically simulated NIRS by 'penetrating' brain tissues and reconstructing optical properties.
- Performed 2D and 3D simulations to validate the numerical formulation for hemorrhage detection.
Main Results:
- Successfully reconstructed optical properties, including water, oxygenated, and deoxygenated blood presence.
- Demonstrated the feasibility of the numerical NIRS formulation for detecting and quantifying cerebral hemorrhage.
- Validated the technique's potential for qualitative and quantitative evaluation of cerebral hemodynamics.
Conclusions:
- The developed computational NIRS method offers a noninvasive approach for cerebral hemorrhage assessment.
- This technique can predict the extent and severity of brain injuries.
- Numerical NIRS holds promise for evaluating cerebral hemodynamics in real-time.
