Linying Zhang, Yixin Wang, Anna Ostropolets, Jami J. Mulgrave, David M. Blei, George Hripcsak. The Medical Deconfounder: Assessing Treatment Effects with Electronic Health Records. In Finale Doshi-Velez, Jim Fackler, Ken Jung, David C. Kale, Rajesh Ranganath, Byron C. Wallace, Jenna Wiens, editors, Proceedings of the Machine Learning for Healthcare Conference, MLHC 2019, 9-10 August 2019, Ann Arbor, Michigan, USA. Volume 106 of Proceedings of Machine Learning Research, pages 490-512, PMLR, 2019. [doi]
Abstract is missing.