US-based Sequential Algorithm Integrating an AI Model for Advanced Liver Fibrosis Screening
Li‐Da Chen, Ze-Rong Huang, Hong Yang, Mei-Qing Cheng, Hang-Tong Hu, Xiao-Zhou Lu, Ming‐De Li, Rui-Fang Lu, Dan-Ni He, Peng Lin, Qiuping Ma, Hui Huang, Si‐Min Ruan, Wei-Ping Ke, Bing Liao, Bihui Zhong, Jie Ren, Ming‐De Lu, Xiaoyan Xie, Wei Wang
Abstract
A sequential algorithm combining the noninvasive tests Fibrosis-4 Index (FIB-4) and a US deep learning (DL) model showed higher diagnostic accuracy and improved referral management for all-cause advanced liver fibrosis compared with FIB-4 or the DL model alone.
Topics & Concepts
MedicineLiver fibrosisField (mathematics)AlgorithmFibrosisArtificial intelligencePathologyMathematicsPure mathematicsComputer scienceLiver Disease Diagnosis and TreatmentLiver Disease and TransplantationHepatitis C virus research