Mean values (average over the 2 test datasets) of segmentation evaluation metrics.
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posted on 2022-04-14, 17:27 authored by Anuradha Kar, Manuel Petit, Yassin Refahi, Guillaume Cerutti, Christophe Godin, Jan TraasMean values (average over the 2 test datasets) of segmentation evaluation metrics.
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show high performanceoffer clear advantageshighly efficient nongenetic expression patternsimage segmentation problemscell boundary detectiondifferent image artifacts3d visualization strategysegmentation quality evaluation3d instance segmentationdeep learning algorithms3d cell segmentationavailable dl methodsrepresentative dl pipelinessegmentation qualitydeep learningdl methodssegmentation accuraciescell divisiondifferent levelsdl pipelinesspecific methodresults comparerelative performancesquantitatively comparedoriginally designednext implementedmicroscopy imagesinteractive explorationincreasingly consideredfirst madeconcurrent diversitycommon datasetcellular imagescellular growthanalysis showsalso tested
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