Interpretability-driven feature engineering enables compact and accurate multi-outcome risk stratification at hospitalization for chronic hepatitis B

Huiyi Zhang; Qingxian Song; Meng Jia; Keni Wu; Yong Zhao; Jun Yuan

doi:10.1038/s41746-026-03439-y

title	Interpretability-driven feature engineering enables compact and accurate multi-outcome risk stratification at hospitalization for chronic hepatitis B
authors	Huiyi Zhang, Qingxian Song, Meng Jia, Keni Wu, Yong Zhao, Jun Yuan, et al.
date	2026-10-31
venue	npj Digital Medicine
id	doi:10.1038/s41746-026-03439-y
affiliation	Chongqing Medical University; Second Affiliated Hospital of Chongqing Medical University
links	doi

cite

@article{zhang2026interpretability,
  title={Interpretability-driven feature engineering enables compact and accurate multi-outcome risk stratification at hospitalization for chronic hepatitis B},
  author={Huiyi Zhang and Qingxian Song and Meng Jia and Keni Wu and Yong Zhao and Jun Yuan and others},
  journal={npj Digital Medicine},
  year={2026},
  doi={10.1038/s41746-026-03439-y}
}