DeepTSE: A Time-Sensitive Deep Embedding of ICU Data for Patient Modeling and Missing Data Imputation

Michael Fujarski, Christian Porschen, Lucas Plagwitz, Daniel Stroth, Catharina Marie van Alen, Mahan Sadjadi, Raphael Weiss, Alexander Zarbock, Thilo Caspar von Groote, Julian Varghese. DeepTSE: A Time-Sensitive Deep Embedding of ICU Data for Patient Modeling and Missing Data Imputation. In Maria Hägglund, Madeleine Blusi, Stefano Bonacina, Lina Nilsson, Inge Cort Madsen, Sylvia Pelayo, Anne Moen, Arriel Benis, Lars Lindsköld, Parisis Gallos, editors, Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22 - 25 May 2023. Volume 302 of Studies in Health Technology and Informatics, pages 237-241, IOS Press, 2023. [doi]

@inproceedings{FujarskiPPSASWZ23,
  title = {DeepTSE: A Time-Sensitive Deep Embedding of ICU Data for Patient Modeling and Missing Data Imputation},
  author = {Michael Fujarski and Christian Porschen and Lucas Plagwitz and Daniel Stroth and Catharina Marie van Alen and Mahan Sadjadi and Raphael Weiss and Alexander Zarbock and Thilo Caspar von Groote and Julian Varghese},
  year = {2023},
  doi = {10.3233/SHTI230110},
  url = {https://doi.org/10.3233/SHTI230110},
  researchr = {https://researchr.org/publication/FujarskiPPSASWZ23},
  cites = {0},
  citedby = {0},
  pages = {237-241},
  booktitle = {Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22 - 25 May 2023},
  editor = {Maria Hägglund and Madeleine Blusi and Stefano Bonacina and Lina Nilsson and Inge Cort Madsen and Sylvia Pelayo and Anne Moen and Arriel Benis and Lars Lindsköld and Parisis Gallos},
  volume = {302},
  series = {Studies in Health Technology and Informatics},
  publisher = {IOS Press},
  isbn = {978-1-64368-389-8},
}