Reliable and Interpretable Mortality Prediction With Strong Foresight in COVID-19 Patients: An International Study From China and Germany

Reliable and Interpretable Mortality Prediction With Strong Foresight in COVID-19 Patients: An International Study From China and Germany

Cohort-independent robust mortality prediction model in patients with COVID-19 infection is not yet established. To build up a reliable, interpretable mortality prediction model with strong foresight, we have performed an international, bi-institutional study from China (Wuhan cohort, collected from...

Full description

Bibliographic Details
Main Authors: Tao Bai, Xue Zhu, Xiang Zhou, Denise Grathwohl, Pengshuo Yang, Yuguo Zha, Yu Jin, Hui Chong, Qingyang Yu, Nora Isberner, Dongke Wang, Lei Zhang, K. Martin Kortüm, Jun Song, Leo Rasche, Hermann Einsele, Kang Ning, Xiaohua Hou
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-09-01
Series:Frontiers in Artificial Intelligence
Subjects:
COVID-19
Wuhan cohort
Würzburg cohort
mortality prediction model
reliability
interpretability
Online Access:https://www.frontiersin.org/articles/10.3389/frai.2021.672050/full

Internet

https://www.frontiersin.org/articles/10.3389/frai.2021.672050/full

Similar Items