1. Availability of Structured and Unstructured Clinical Data for Comparative
Effectiveness Research and Quality Improvement: A Multi-Site
Assessment
2. Centers for Disease Control and Prevention. 2023. National Diabetes Statistics Report. https://www.cdc.gov/diabetes/data/statistics-report/index.html. Accessed: 2023-08--14.
3. Rochana Chaturvedi, Mudassir Rashid, Brian T Layden, Andrew Boyd, Ali Cinar, and Barbara Di Eugenio. 2023. Sequential Representation of Sparse Heterogeneous Data for Diabetes Risk Prediction. In 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). IEEE, 831--834.
4. Edward Choi, Mohammad Taha Bahadori, Andy Schuetz, Walter F Stewart, and Jimeng Sun. 2016. Doctor ai: Predicting clinical events via recurrent neural networks. In Machine learning for healthcare conference. PMLR, 301--318.
5. Hang Dong, Matúvs Falis, William Whiteley, Beatrice Alex, Joshua Matterson, Shaoxiong Ji, Jiaoyan Chen, and Honghan Wu. 2022. Automated clinical coding: what, why, and where we are? NPJ digital medicine, Vol. 5, 1 (2022), 159.