This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text

Betty van Aken, Jens-Michalis Papaioannou, Marcel Ganesh Naik, Georgios Eleftheriadis, Wolfgang Nejdl, Felix A. Gers, Alexander Löser. This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text. In Yulan He 0001, Heng Ji, Yang Liu 0005, Sujian Li, Chia-Hui Chang, Soujanya Poria, Chenghua Lin, Wray L. Buntine, Maria Liakata, Hanqi Yan, Zonghan Yan, Sebastian Ruder, Xiaojun Wan, Miguel Arana-Catania, Zhongyu Wei, Hen-Hsen Huang, Jheng-Long Wu, Min-Yuh Day, Pengfei Liu, Ruifeng Xu, editors, Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, AACL/IJCNLP 2022 - Volume 1: Long Papers, Online Only, November 20-23, 2022. pages 172-184, Association for Computational Linguistics, 2022. [doi]

@inproceedings{AkenPNENGL22,
  title = {This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text},
  author = {Betty van Aken and Jens-Michalis Papaioannou and Marcel Ganesh Naik and Georgios Eleftheriadis and Wolfgang Nejdl and Felix A. Gers and Alexander Löser},
  year = {2022},
  url = {https://aclanthology.org/2022.aacl-main.14},
  researchr = {https://researchr.org/publication/AkenPNENGL22},
  cites = {0},
  citedby = {0},
  pages = {172-184},
  booktitle = {Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, AACL/IJCNLP 2022 - Volume 1: Long Papers, Online Only, November 20-23, 2022},
  editor = {Yulan He 0001 and Heng Ji and Yang Liu 0005 and Sujian Li and Chia-Hui Chang and Soujanya Poria and Chenghua Lin and Wray L. Buntine and Maria Liakata and Hanqi Yan and Zonghan Yan and Sebastian Ruder and Xiaojun Wan and Miguel Arana-Catania and Zhongyu Wei and Hen-Hsen Huang and Jheng-Long Wu and Min-Yuh Day and Pengfei Liu and Ruifeng Xu},
  publisher = {Association for Computational Linguistics},
  isbn = {978-1-955917-65-0},
}