2023
Face the Future—Artificial Intelligence in Oral and Maxillofacial Surgery
Miragall M, Knoedler S, Kauke-Navarro M, Saadoun R, Grabenhorst A, Grill F, Ritschl L, Fichter A, Safi A, Knoedler L. Face the Future—Artificial Intelligence in Oral and Maxillofacial Surgery. Journal Of Clinical Medicine 2023, 12: 6843. PMID: 37959310, PMCID: PMC10649053, DOI: 10.3390/jcm12216843.Peer-Reviewed Original ResearchArtificial intelligenceDeep learning techniquesMedical imaging dataVirtual surgical simulationDifferent computational conceptsFuture artificial intelligenceLearning techniquesMachine learningImage quality improvementNeural networkComputational conceptsIntraoperative workflowSurgical simulationIntelligenceHealth technology toolsImmediate feedbackMaxillofacial surgerySolution possibilitiesImaging dataCephalometric landmarksAdvanced analysisSyntaxReference listsSurgical accuracyPreoperative planning
2022
A Ready-to-Use Grading Tool for Facial Palsy Examiners—Automated Grading System in Facial Palsy Patients Made Easy
Knoedler L, Miragall M, Kauke-Navarro M, Obed D, Bauer M, Tißler P, Prantl L, Machens HG, Broer PN, Baecher H, Panayi AC, Knoedler S, Kehrer A. A Ready-to-Use Grading Tool for Facial Palsy Examiners—Automated Grading System in Facial Palsy Patients Made Easy. Journal Of Personalized Medicine 2022, 12: 1739. PMID: 36294878, PMCID: PMC9605133, DOI: 10.3390/jpm12101739.Peer-Reviewed Original ResearchTowards a Reliable and Rapid Automated Grading System in Facial Palsy Patients: Facial Palsy Surgery Meets Computer Science
Knoedler L, Baecher H, Kauke-Navarro M, Prantl L, Machens HG, Scheuermann P, Palm C, Baumann R, Kehrer A, Panayi AC, Knoedler S. Towards a Reliable and Rapid Automated Grading System in Facial Palsy Patients: Facial Palsy Surgery Meets Computer Science. Journal Of Clinical Medicine 2022, 11: 4998. PMID: 36078928, PMCID: PMC9457271, DOI: 10.3390/jcm11174998.Peer-Reviewed Original ResearchAutomated grading systemEarly fusion techniqueHigh-level accuracyImage datasetsLate fusionComputer scienceNeural networkFacial poseFusion techniqueSurgeon workflowAccuracy levelAlgorithmGrading processGrading systemWorkflowInsufficient accuracyFP patientsAccuracyAccuracy outcomesClassification formDepartment of PlasticSequential methodUniversity Hospital RegensburgFacial palsy patientsHardware