The Medical Deconfounder: Assessing Treatment Effects with Electronic Health Records

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]

Authors

Linying Zhang

This author has not been identified. Look up 'Linying Zhang' in Google

Yixin Wang

This author has not been identified. Look up 'Yixin Wang' in Google

Anna Ostropolets

This author has not been identified. Look up 'Anna Ostropolets' in Google

Jami J. Mulgrave

This author has not been identified. Look up 'Jami J. Mulgrave' in Google

David M. Blei

This author has not been identified. Look up 'David M. Blei' in Google

George Hripcsak

This author has not been identified. Look up 'George Hripcsak' in Google