共 47 条
- [1] Kruse CS(2018)The use of electronic health records to support population health: A systematic review of the literature J. Med. Syst. 42 1736-1788
- [2] Stein A(2021)Deep representation learning of patient data from electronic health records (EHR): A systematic review J. Biomed. Inform. 115 300-313
- [3] Thomas H(2018)Global, regional, and national age-sex-specific mortality for 282 causes of death in 195 countries and territories, 1980–2017: A systematic analysis for the global burden of disease study 2017 Lancet 392 1481-1495
- [4] Kaur H(2020)Advances in the relationship between coronavirus infection and cardiovascular diseases Biomed. Pharmacother. 127 3596-3607
- [5] Si Y(2021)Machine learning and the future of cardiovascular care J. Am. Coll. Cardiol. 77 3121-3129
- [6] Roth GA(2017)Big data from electronic health records for early and late translational cardiovascular research: Challenges and potential Eur. Heart J. 39 278-287
- [7] Zhao M(2021)Limitations of transformers on clinical text classification IEEE J. Biomed. Health Inform. 25 1549-1565
- [8] Quer G(2020)BEHRT: Transformer for electronic health records Sci. Rep. 10 218-229
- [9] Arnaout R(2021)Med-BERT: Pretrained contextualized embeddings on large-scale structured electronic health records for disease prediction NPJ Digit. Med. 4 156-163
- [10] Henne M(2021)Bidirectional representation learning from transformers using multimodal electronic health record data to predict depression IEEE J. Biomed. Health Inform. 25 380-385