Computational Simulation of Virtual Patients Reduces Dataset Bias and Improves Machine Learning-Based Detection of ARDS from Noisy Heterogeneous ICU Datasets
虚拟病人的计算模拟可减少数据集偏差,并提高基于机器学习的、从噪声较大的异质性ICU数据集中检测ARDS的能力。
期刊:IEEE Open Journal of Engineering in Medicine and Biology
影响因子:2.9
doi:10.1109/OJEMB.2023.3243190
Sharafutdinov, Konstantin; Fritsch, Sebastian Johannes; Iravani, Mina; Ghalati, Pejman Farhadi; Saffaran, Sina; Bates, Declan G; Hardman, Jonathan G; Polzin, Richard; Mayer, Hannah; Marx, Gernot; Bickenbach, Johannes; Schuppert, Andreas