Deep Learning Models with Stratification-based Loss Function on Domain Knowledge-based Time series Data: Hypotension Prediction

Hanseok Jeong, Junetae Kim, Jueun Jeong, Han-joon Kim. Deep Learning Models with Stratification-based Loss Function on Domain Knowledge-based Time series Data: Hypotension Prediction. In Shusaku Tsumoto, Yukio Ohsawa, Lei Chen 0002, Dirk Van den Poel, Xiaohua Hu 0001, Yoichi Motomura, Takuya Takagi, Lingfei Wu, Ying Xie, Akihiro Abe, Vijay Raghavan 0001, editors, IEEE International Conference on Big Data, Big Data 2022, Osaka, Japan, December 17-20, 2022. pages 2765-2770, IEEE, 2022. [doi]

@inproceedings{JeongKJK22,
  title = {Deep Learning Models with Stratification-based Loss Function on Domain Knowledge-based Time series Data: Hypotension Prediction},
  author = {Hanseok Jeong and Junetae Kim and Jueun Jeong and Han-joon Kim},
  year = {2022},
  doi = {10.1109/BigData55660.2022.10020897},
  url = {https://doi.org/10.1109/BigData55660.2022.10020897},
  researchr = {https://researchr.org/publication/JeongKJK22},
  cites = {0},
  citedby = {0},
  pages = {2765-2770},
  booktitle = {IEEE International Conference on Big Data, Big Data 2022, Osaka, Japan, December 17-20, 2022},
  editor = {Shusaku Tsumoto and Yukio Ohsawa and Lei Chen 0002 and Dirk Van den Poel and Xiaohua Hu 0001 and Yoichi Motomura and Takuya Takagi and Lingfei Wu and Ying Xie and Akihiro Abe and Vijay Raghavan 0001},
  publisher = {IEEE},
  isbn = {978-1-6654-8045-1},
}