pcbi.1006269.g006.tif (389.38 kB)
Confusion matrix for pathologist classification on a subset of HINT20 external validation set.
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posted on 2019-03-27, 17:47 authored by Andrea Bizzego, Nicole Bussola, Marco Chierici, Valerio Maggio, Margherita Francescatto, Luca Cima, Marco Cristoforetti, Giuseppe Jurman, Cesare FurlanelloRed shaded cells indicate the most confused classes.
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VGG modelGenotype-Tissue Expressionnovel histological patternsHINTcomputer vision tasksFDASupport Vector Machinebenchmark datasetfeature stabilityRandom ForestsDAPPER softwarepathology scansGTExKIMIA 24 datasetvalidation initiativesAI algorithmsDAPPER frameworkselection biasreproducibilitySlide ImagesMAQCData Analysis Planclinico-pathological featuresfeature extractors
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