Contrast-Enhanced Ultrasound with Deep Learning with Attention Mechanisms for Predicting Microvascular Invasion in Single Hepatocellular Carcinoma
Xiachuan Qin, J. Zhu, Zhengzheng Tu, Qianqing Ma, Jin Tang, Chaoxue Zhang
Topics & Concepts
MedicineNomogramContrast-enhanced ultrasoundHepatocellular carcinomaRadiologyCohortUltrasoundMultivariate analysisInternal medicineMultivariate statisticsOncologyMachine learningComputer scienceHepatocellular Carcinoma Treatment and PrognosisUltrasound and Hyperthermia ApplicationsRadiomics and Machine Learning in Medical Imaging