Integrate domain knowledge in training multi-task cascade deep learning model for benign–malignant thyroid nodule classification on ultrasound images
Wenkai Yang, Yunyun Dong, Qianqian Du, Yan Qiang, Kun Wu, Juanjuan Zhao, Xiaotang Yang, Muhammad Bilal Zia
Topics & Concepts
Computer scienceArtificial intelligenceThyroid nodulesDeep learningMachine learningSegmentationDomain knowledgePattern recognition (psychology)Nodule (geology)ThyroidMedicinePaleontologyBiologyInternal medicineAI in cancer detectionRadiomics and Machine Learning in Medical ImagingArtificial Intelligence in Healthcare and Education