2024
Regulating Explainability in Machine Learning Applications -- Observations from a Policy Design Experiment
Nahar N, Rowlett J, Bray M, Omar Z, Papademetris X, Menon A, Kästner C. Regulating Explainability in Machine Learning Applications -- Observations from a Policy Design Experiment. 2024, 2101-2112. DOI: 10.1145/3630106.3659028.Peer-Reviewed Original ResearchAI applicationsArtificial intelligenceEU General Data Protection RegulationGeneral Data Protection RegulationMachine learning applicationsData Protection RegulationHuman subject studiesAI-onlyLearning applicationsProtection RegulationExplainabilityExecution orderEU AI ActAI ActContinuous collaborationDesign processEvidence of compliancePrivacyApplicationsSecurityIntelligenceMachineIterationFairnessTeam of researchers
2017
The Generalized Steiner Cable-Trench Problem with Application to Error Correction in Vascular Image Analysis
Landquist E, Vasko F, Kresge G, Tal A, Jiang Y, Papademetris X. The Generalized Steiner Cable-Trench Problem with Application to Error Correction in Vascular Image Analysis. Operations Research Proceedings 2017, 391-397. DOI: 10.1007/978-3-319-55702-1_52.Peer-Reviewed Original Research
2015
Physical Model Based Recovery of Displacement and Deformations from 3D Medical Images
Yang P, Delorenzo C, Papademetris X, Duncan J. Physical Model Based Recovery of Displacement and Deformations from 3D Medical Images. 2015, 309-329. DOI: 10.1007/978-0-387-09749-7_17.Peer-Reviewed Original Research
2001
The Active Elastic Model
Papademetris X, Constable R, Onat E, Duncan J, Sinusas A, Dione D. The Active Elastic Model. Lecture Notes In Computer Science 2001, 2082: 36-49. DOI: 10.1007/3-540-45729-1_4.Peer-Reviewed Original Research