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Keyword: Skin tissue oxygenOpen AccessArticle
6 Pages, 2,430 KB 
Skin Tissue Oxygen Saturation Prediction: A Comparison Study of Artificial Intelligence Techniques
Abstract:
Noninvasive measurement of skin tissue oxygen saturation, StO2, is of interest especially in the studies of wound healing and detection of vascular diseases. This work aims to compare Partial Least Square (PLS) regression, K-Nearest Neighbor (KNN) and Artificial Neural Network (ANN) technique in the prediction of StO2 using spectral data obtained from Monte Carlo simulations.…
Read More(This article belongs to the SP8 (Special Issue on Multidisciplinary Sciences and Engineering 2019-20) & Section Artificial Intelligence in Computer Science (CAI))