An Evidence-Based Framework For Heterogeneous Electronic Health Records: A Case Study In Mortality Prediction

Author:

Ruan YuchengORCID,Huang LingORCID,Xu QianyiORCID,Feng MenglingORCID

Publisher

Springer Nature Switzerland

Reference15 articles.

1. Che, Z., Purushotham, S., Khemani, R., Liu, Y.: Interpretable deep models for ICU outcome prediction. In: AMIA Annual Symposium Proceedings, vol. 2016, p. 371. American Medical Informatics Association (2016)

2. Dempster, A.P.: Upper and lower probability inferences based on a sample from a finite univariate population. Biometrika 54(3–4), 515–528 (1967)

3. Denoeux, T.: A neural network classifier based on Dempster-Shafer theory. IEEE Trans. Syst. Man Cybern.-Part A Syst. Hum. 30(2), 131–150 (2000)

4. Fu, S., et al.: Assessment of the impact of EHR heterogeneity for clinical research through a case study of silent brain infarction. BMC Med. Inform. Decis. Mak. 20, 1–12 (2020)

5. Gorishniy, Y., Rubachev, I., Khrulkov, V., Babenko, A.: Revisiting deep learning models for tabular data. In: Advances in Neural Information Processing Systems, vol. 34, pp. 18932–18943 (2021)

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