Causally-informed deep learning towards explainable and generalizable outcome prediction in critical care

Yuxiao Cheng, Xinxin Song 0001, Ziqian Wang, Qin Zhong, Kunlun He, Jinli Suo. Causally-informed deep learning towards explainable and generalizable outcome prediction in critical care. Artificial Intelligence in Medicine, 180:103478, 2026. [doi]

@article{ChengSWZHS26,
  title = {Causally-informed deep learning towards explainable and generalizable outcome prediction in critical care},
  author = {Yuxiao Cheng and Xinxin Song 0001 and Ziqian Wang and Qin Zhong and Kunlun He and Jinli Suo},
  year = {2026},
  doi = {10.1016/j.artmed.2026.103478},
  url = {https://doi.org/10.1016/j.artmed.2026.103478},
  researchr = {https://researchr.org/publication/ChengSWZHS26},
  cites = {0},
  citedby = {0},
  journal = {Artificial Intelligence in Medicine},
  volume = {180},
  pages = {103478},
}