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Published on: May 30, 2020
A heat flow approach to functional infrared thermography
Michael Iorga1, Nils Schneider1, Jaden Cho1
1Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 N. Michigan Ave., Suite 1600, Chicago, IL 60611, United States.
Analyzing functional infrared thermography data using heat flow, the time derivative of temperature, improves brain mapping accuracy. This method enhances the reliability of identifying activated cortical areas compared to traditional absolute temperature analysis.
Area of Science:
- Neuroscience
- Medical Imaging
- Surgical Technology
Background:
- Functional infrared thermography (fIRTH) is a noncontact method for intraoperative brain mapping.
- It relies on neurovascular coupling to detect temperature changes in activated cortical areas.
- Current analysis methods using absolute temperature are inconsistent indicators of brain activity.
Purpose of the Study:
- To compare the efficacy of analyzing fIRTH data using heat flow (time derivative of temperature) versus local heating (absolute temperature).
- To determine if heat flow analysis improves the accuracy of intraoperative functional brain mapping.
Main Methods:
- Developed functional maps using both local heating and local heat flow approaches.
- Calculated a group thermal response function and correlated it to cortical surface ROIs.
- Assessed map validity against direct electrical stimulation, the clinical gold standard.
Main Results:
- Heat flow analysis showed significant improvement for face motor mapping (ROC-AUC 0.89 vs 0.68) and marginal improvement for hand motor mapping (ROC-AUC 0.96 vs 0.93).
- Both methods were similarly inconsistent for hand sensory area identification (ROC-AUC ~0.69).
- Heat flow approach reduced activation artifacts outside stimulation sites.
Conclusions:
- Analyzing fIRTH data with the temporal derivative (heat flow) is crucial for long-block designs.
- This method enhances the reliability of brain activity indicators.
- Improved analysis is essential for establishing fIRTH as a robust brain mapping technique.
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