Publications

Publications

  • Thomas Hartvigsen, Cansu Sen, Xiangnan Kong, Elke Rundensteiner. Adaptive-Halting Policy Network for Early Classification. To appear at KDD 2019.
  • Jidapa Thadajarassiri, Cansu Sen, Thomas Hartvigsen, Xiangnan Kong, Elke Rundensteiner. Comparing General and Locally-Learned Word Embeddings for Clinical Text Mining. To appear at BHI 2019.
  • Hartvigsen, T., Sen, C., Rundensteiner, E. Detecting MRSA Infections by Fusing Structured and Unstructured Electronic Health Record Data. To appear in Communications in Computer and Information Science.
  • Hartvigsen, T., Sen, C., Brownell, S., Teeple, E., Kong, X. and Rundensteiner, E. (2018). Early Prediction of MRSA Infections using Electronic Health Records. In Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018) - Volume 5: HEALTHINF, pages 156-167, ISBN: 978-989-758-281-3. Nominated for Best Student Paper. pdf.
  • Sen, C., Hartvigsen, T., Claypool, K., Rundensteiner, E. (2017). CREST - Risk Prediction for Clostridium Difficile Infection Using Multimodal Data Mining. ECML/PKDD 2017. pdf.