awesome-icd-coding
github.com/tou7and/awesome-icd-coding ↗The awesome papers and materials about ICD coding.
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Papers
- Almagro, M., Unanue, R. M., Fresno, V., & Montalvo, S. (2020). ICD-10 coding of Spanish electronic discharge summaries: an extreme classification problem. IEEE Access, 8, 100073-100083.2019 ~ 2022
- Baumel, T., Nassour-Kassis, J., Cohen, R., Elhadad, M., & Elhadad, N. (2018, June). Multi-label classification of patient notes: case study on ICD code assignment. In Workshops at the thirty-second AAAI conference on artificial intelligence.2015 ~ 2018
- Berndorfer, S., & Henriksson, A. (2017). Automated diagnosis coding with combined text representations. Stud Health Technol Inform, 235, 201-205.2015 ~ 2018
- Crammer, K., Dredze, M., Ganchev, K., Talukdar, P., & Carroll, S. (2007, June). Automatic code assignment to medical text. In Biological, translational, and clinical language processing (pp. 129-136).1995 ~ 2015
- Dong, H., Suárez-Paniagua, V., Whiteley, W., & Wu, H. (2021). Explainable automated coding of clinical notes using hierarchical label-wise attention networks and label embedding initialisation. Journal of biomedical informatics, 116, 103728.2019 ~ 2022
- Farkas, R., & Szarvas, G. (2008, April). Automatic construction of rule-based ICD-9-CM coding systems. In BMC bioinformatics (Vol. 9, No. 3, pp. 1-9). BioMed Central.1995 ~ 2015
Showing a sample of 33 resources. View the full list on GitHub →