Toward an Automatic System for Computer-Aided Assessment in Facial Palsy
Guarin D, Yunusova Y, Taati B, Dusseldorp J, Mohan S, Tavares J, van Veen M, Fortier E, Hadlock T, Jowett N. Toward an Automatic System for Computer-Aided Assessment in Facial Palsy. Facial Plastic Surgery & Aesthetic Medicine 2020, 22: 42-49. PMID: 32053425, PMCID: PMC7362997, DOI: 10.1089/fpsam.2019.29000.gua.Peer-Reviewed Original ResearchMeSH KeywordsAdolescentAdultAgedAged, 80 and overAnatomic LandmarksChildDiagnosis, Computer-AssistedFacial ExpressionFacial ParalysisFemaleHumansMachine LearningMaleMiddle AgedPhotographyConceptsFacial landmark localizationLandmark localizationMachine learningML algorithmsFacial landmarksAutomatic systemComputer-aided diagnosis systemLocalization accuracyGraphical user interfaceCustom graphical user interfaceLandmark localization accuracyComputer-Aided AssessmentPoor localization accuracyUser interfaceDetection modelMore imagesDiagnosis systemML modelsAvailable algorithmsManual markingNovel ML algorithmsNovel ML modelsLarge databaseAlgorithm accuracyLocalization model