Application of transfer learning for rapid calibration of spatially resolved diffuse reflectance probes for extraction of tissue optical properties.

Journal: Journal of biomedical optics

Published Date: Feb 28, 2024

Abstract

SIGNIFICANCE: Treatment planning for light-based therapies including photodynamic therapy requires tissue optical property knowledge. This is recoverable with spatially resolved diffuse reflectance spectroscopy (DRS) but requires precise source-detector separation (SDS) determination and time-consuming simulations.

Authors

Md Nafiz Hannan

University of Rochester, Department of Physics and Astronomy, Rochester, New York, United States.
Timothy M Baran

University of Rochester Medical Center, Department of Imaging Sciences, Rochester, New York, United States.

Keywords

Calibration Computer Simulation Fiber Optic Technology Machine Learning Neural Networks, Computer

External Resources

View on PubMed Access via DOI PubMed (38419753)

Application of transfer learning for rapid calibration of spatially resolved diffuse reflectance probes for extraction of tissue optical properties.

Abstract

Authors

Keywords

External Resources

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