TransICD: Transformer Based Code-Wise Attention Model for Explainable ICD Coding

Author:

Biswas BiplobORCID,Pham Thai-HoangORCID,Zhang PingORCID

Publisher

Springer International Publishing

Reference23 articles.

1. Alsentzer, E., et al.: Publicly available clinical BERT embeddings. In: Proceedings of Clinical NLP, pp. 72–78, June 2019

2. Ayyar, S., Don, O., Iv, W.: Tagging patient notes with ICD-9 codes. In: Proceedings of NeurIPS, pp. 1–8 (2016)

3. Baumel, T., Nassour-Kassis, J., Elhadad, M., Elhadad, N.: Multi-label classification of patient notes a case study on ICD code assignment. ArXiv abs/1709.09587 (2018)

4. Cao, K., Wei, C., Gaidon, A., Aréchiga, N., Ma, T.: Learning imbalanced datasets with label-distribution-aware margin loss. In: Wallach, H.M., Larochelle, H., Beygelzimer, A., d’Alché-Buc, F., Fox, E.B., Garnett, R. (eds.) Proceedings of NeurIPS, pp. 1565–1576 (2019)

5. Cho, K., et al.: Learning phrase representations using RNN encoder-decoder for statistical machine translation. In: Proceedings of EMNLP, pp. 1724–1734, October 2014

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