2021
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
2018
On the Evaluation and Validation of Off-the-Shelf Statistical Shape Modeling Tools: A Clinical Application
Goparaju A, Csecs I, Morris A, Kholmovski E, Marrouche N, Whitaker R, Elhabian S. On the Evaluation and Validation of Off-the-Shelf Statistical Shape Modeling Tools: A Clinical Application. Lecture Notes In Computer Science 2018, 11167: 14-27. PMID: 30805571, PMCID: PMC6385871, DOI: 10.1007/978-3-030-04747-4_2.Peer-Reviewed Original Research