A general approach to improve adversarial robustness of DNNs for medical image segmentation and detection
Ma L, Chen J, Qian L, Liang L. A general approach to improve adversarial robustness of DNNs for medical image segmentation and detection. Progress In Biomedical Optics And Imaging 2024, 12926: 1292613-1292613-9. DOI: 10.1117/12.3006534.Peer-Reviewed Original ResearchAdversarial robustness of deep neural networksRobustness of deep neural networksAdversarial training methodDeep neural networksMedical image segmentationImage segmentationAdversarial robustnessAdversarial noiseLandmark detectionTraining methodsRobust deep neural networkMedical image analysis tasksDetection taskPerformance of DNN modelsImproving adversarial robustnessImage analysis tasksMedical imaging tasksCephalometric landmark detectionMedical imaging fieldAdversarial trainingObject detectionClassification taskDNN modelImage classificationAnalysis tasks