Supplementary Data from Optical Radiomic Signatures Derived from Optical Coherence Tomography Images Improve Identification of Melanoma

crossref(2023)

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Abstract

Supplementary file includes two sections entitled "Preprocessing" and "Mie simulations". 14 figures and 8 tables. Fig S1 shows a schematic diagram of the Michelson Diagnostics SS-OCT, Fig S2 shows histologic photographs and OCT images of melanoma and nevus cases, Fig S3 is the pre-processing procedure optimization flowchart, Fig S4, S5, S6 and S7 are related to optical properties of melanoma and benign nevus, Fig S8 indicates the results of classifier, Fig S9 and 10 show ROC and AUC curves for the selected classifiers, Fig S11 shows absorption coefficients with linearized X-axis, Fig S12, S13 and 14 are related to preprocessing optimization strategies. Table S1 shows the material used in phantom construction, Table S2 lists the specifications of melanoma and benign lesions, Table S3 shows definitions of diagnostic statistics, Table S4 and S5 are related to classification results, Table S6, S7 and S8 show the relation between physical characteristics of particles and their optical properties.

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