S1 Table.xlsx (9.2 kB)
Population characteristics.
dataset
posted on 2018-04-13, 17:41 authored by Paul Blanc-Durand, Axel Van Der Gucht, Niklaus Schaefer, Emmanuel Itti, John O. PriorValues are median (25th-75th interquartile range) or n (%).
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18 F-fluoro-ethyl-tyrosineMontreal Neurological Institute templatedecoding pathsU-Net CNN architectureground truth segmentationsaccuracy measure18 F-FET PETU-Net libraryglioma11 lesions18 F-FETDSC18 F-FET PET brain imagesPET lesion detectionAutomatic lesion detectiontreatment planningCIDice similarity coefficient3 Dnetwork study Introduction Amino-acids positron emission tomography3 D U-Net Convolutional Neural NetworkU-Net maskKeras implementation3 D U-Net convolutionaltumor extension18 F-FET PET brain image volumes150 epochscomputer visionvoxel levelResults Thirty-seven patientstumor level3 layers
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