Title :
Monte Carlo simulation of light-tissue interaction: three-dimensional simulation for trans-illumination-based imaging of skin lesions
Author :
Patwardhan, Sachin V. ; Dhawan, Atam P. ; Relue, Patricia A.
Author_Institution :
Dept. of Electr. & Comput. Eng., New Jersey Inst. of Technol., Newark, NJ, USA
fDate :
7/1/2005 12:00:00 AM
Abstract :
Three-dimensional, voxel-based, and wavelength-dependent skin lesion models are developed and simulated using Monte Carlo techniques. The optical geometry of the Nevoscope with trans-illumination is used in the simulations for characterizing the lesion thickness. Based on the correlation analysis between the lesion thickness and the diffuse reflectance, optical wavelengths are selected for multispectral imaging of skin lesions using the Nevoscope. Tissue optical properties reported by various researchers are compiled together to form a voxel library. Tissue models used in the simulations are developed using the voxel library which offers flexibility in updating the optical properties and adding new media types into the models independent of the Monte Carlo simulation code.
Keywords :
Monte Carlo methods; bio-optics; biological tissues; biomedical optical imaging; physiological models; reflectivity; Monte Carlo simulation; Nevoscope; correlation analysis; diffuse reflectance; lesion thickness; light-tissue interaction; multispectral imaging; optical geometry; three-dimensional voxel-based wavelength-dependent skin lesion models; tissue optical properties; trans-illumination-based imaging; Geometrical optics; Image analysis; Lesions; Libraries; Monte Carlo methods; Multispectral imaging; Optical imaging; Reflectivity; Skin; Solid modeling; Correlation analysis; Nevoscope; multispectral imaging; skin lesion models; voxel-based Monte Carlo simulation; Algorithms; Artificial Intelligence; Computer Simulation; Humans; Image Interpretation, Computer-Assisted; Models, Biological; Models, Statistical; Monte Carlo Method; Nevus; Phantoms, Imaging; Reproducibility of Results; Sensitivity and Specificity; Signal Processing, Computer-Assisted; Skin Neoplasms; Tomography, Optical Coherence;
Journal_Title :
Biomedical Engineering, IEEE Transactions on
DOI :
10.1109/TBME.2005.847546