@article{earlypredictionoflivercirrhosisuptotwoye, title = {Early Prediction of Liver Cirrhosis Up to Two Years in Advance: A Machine Learning Study Benchmarking Against the FIB-4 and APRI Scores}, author = {Zhuqi Miao and Ahmed G Qasem and Sujan Ravi and Jason T. Cheng and Abdulaziz Ahmed and Courtney W. Houchen and Sumayah Abed and Dilorom Azimdjanovna Zuparova and Abdulaziz Ahmed}, year = {2026}, eprint = {2601.00175}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.00175}, }