Benchmarking off-the-shelf statistical shape modeling tools in clinical applications
Goparaju A, Iyer K, Bône A, Hu N, Henninger H, Anderson A, Durrleman S, Jacxsens M, Morris A, Csecs I, Marrouche N, Elhabian S. Benchmarking off-the-shelf statistical shape modeling tools in clinical applications. Medical Image Analysis 2021, 76: 102271. PMID: 34974213, PMCID: PMC8792348, DOI: 10.1016/j.media.2021.102271.Peer-Reviewed Original ResearchConceptsStatistical shape modelShape modelPopulation-level variabilityDevelopment of open-source computational toolsAnalysis of anatomical shapesEvaluating shape modelsSurface correspondenceQualitative metricsSPHARM-PDMMorphometric approachOpen-source computational toolsValidation frameworkGroupwise approachClinical applicationModeling toolsLevel of consistencyPopulation-level statisticsDeformetrica