Performance of a generative adversarial network using ultrasound images to stage liver fibrosis and predict cirrhosis based on a deep-learning radiomics nomogram
Yayang Duan, Jing Qin, Wenyan Qiu, Shuangtian Li, Chenyang Li, An-Ting Liu, Xiang Chen, Chang Zhang
Topics & Concepts
NomogramMedicineReceiver operating characteristicCirrhosisLogistic regressionArtificial intelligenceRadiologyDiscriminative modelMachine learningInternal medicineComputer scienceLiver Disease Diagnosis and TreatmentRadiomics and Machine Learning in Medical ImagingHepatocellular Carcinoma Treatment and Prognosis