Publications

Under review

Levy-Fix G, Zucker J, Elhadad N. Learning Relationships of Phenotypes Using Correlated Mixture Model, 2020.

 

Peer reviewed publications

Levy-Fix G, Kuperman, GJ, Elhadad N. How can Machine Learning and Visualization Support Clinical Decision Support? Annual Review of Biomedical Data Science. To appear 2020. https://arxiv.org/abs/1906.02664

Wu D, Chen AT, Manning JD, Levy-Fix G, Backonja U, Borland D, Caban JJ, Dowding DW, Hochheiser H, Kaganj V, Kandaswamy S, Manish Kumar M, Nunez A, Pan E, Gotz D. Evaluating Visual Analytics for Health Informatics Applications: A Systematic Review from the AMIA VIS Working Group Task Force on Evaluation. Journal of American Medical Informatics Association, 2019 Apr; 26(4):314-323. doi: 10.1093/jamia/ocy190 .  Editor’s Choice.

Levy-Fix G , Gorman SL, Sepulveda JL, Elhadad N. When to re-order laboratory tests? Learning lab shelf-life. Journal of Biomedical Informatics. 2018 Sep;85:21-29. doi: 10.1016/j.jbi.2018.07.019

Levy-Fix G, Yaman A, Weng C. “Structuring Clinical Trial Eligibility Criteria with Common Data Model”. 2015 Joint Summit on Translational Science, Clinical Research Informatics Design Challenge. [link] Challenge winner.

Peer reviewed conference abstracts & posters

Levy-Fix G, Zucker J, Elhadad N. Joint Learning of Phenotypes and Phenotype Relationships Using Correlated Mixture Model. 2019 NLM Informatics Training Conference, Plenary Session.

Levy-Fix G, Gorman SL, Elhadad N. When to re-order laboratory tests?Learning lab shelf-life. 2017 AMIA Annual Symposium.

Levy-Fix G, Elhadad N. Exploring Interactive Visualizations of Patient-Specific Problem Mixtures. 2017 IEEE VIS.

Levy-Fix G, Elhadad N. PhenoTimeline: Visual Summary of Patient Timelines. 2017 Poster Session at the Data Science Institute, Columbia University.