Knowledge-guided synthetic medical image adversarial augmentation for ultrasonography thyroid nodule classification
Guohua Shi, Jiawen Wang, Yan Qiang, Xiaotang Yang, Juanjuan Zhao, Rui Hao, Wenkai Yang, Qianqian Du, Ntikurako Guy‐Fernand Kazihise
Topics & Concepts
Computer scienceArtificial intelligenceThyroid nodulesClassifier (UML)Robustness (evolution)Domain knowledgeMachine learningAdversarial systemEncoderContextual image classificationDeep learningImage qualityMedical imagingPattern recognition (psychology)Image (mathematics)ThyroidMedicineChemistryInternal medicineOperating systemBiochemistryGeneAI in cancer detectionArtificial Intelligence in Healthcare and EducationGenerative Adversarial Networks and Image Synthesis