Stephen B. Ellis

Publication Activity (10 Years)

Years Active: 2014-2019
Publications (10 Years): 4

Top Topics

Natural Language Processing

Top Venues

J. Biomed. Informatics

Int. J. Medical Informatics

J. Am. Medical Informatics Assoc.

Publications

Paul R. Dexter, Henry H. Ong, Amanda Elsey, Gillian Bell, Nephi Walton, Wendy K. Chung, Luke V. Rasmussen, J. Kevin Hicks, Aniwaa Owusu-obeng, Stuart A. Scott, Stephen B. Ellis, Josh F. Peterson
Development of a Genomic Data Flow Framework: Results of a Survey Administered to NIH-NHGRI IGNITE and eMERGE Consortia Participants. AMIA (2019)
Tielman T. Van Vleck, Lili Chan, Steven G. Coca, Catherine K. Craven, Ron Do, Stephen B. Ellis, Joseph L. Kannry, Ruth J. F. Loos, Peter A. Bonis, Judy Cho, Girish N. Nadkarni
Augmented intelligence with natural language processing applied to electronic health records for identifying patients with non-alcoholic fatty liver disease at risk for disease progression. Int. J. Medical Informatics 129 (2019)
Matthew A. Levin, Thomas T. Joseph, Janina M. Jeff, Rajiv Nadukuru, Stephen B. Ellis, Erwin P. Bottinger, Eimear E. Kenny
iGAS: A framework for using electronic intraoperative medical records for genomic discovery. J. Biomed. Informatics 67 (2017)
Jacqueline Kirby, Peter Speltz, Luke V. Rasmussen, Melissa A. Basford, Omri Gottesman, Peggy L. Peissig, Jennifer A. Pacheco, Gerard Tromp, Jyotishman Pathak, David S. Carrell, Stephen B. Ellis, Todd Lingren, William K. Thompson, Guergana Savova, Jonathan L. Haines, Dan M. Roden, Paul A. Harris, Joshua C. Denny
PheKB: a catalog and workflow for creating electronic phenotype algorithms for transportability. J. Am. Medical Informatics Assoc. 23 (6) (2016)
Anima Singh, Girish N. Nadkarni, Omri Gottesman, Stephen B. Ellis, Erwin P. Bottinger, John V. Guttag
Incorporating temporal EHR data in predictive models for risk stratification of renal function deterioration. J. Biomed. Informatics 53 (2015)
Ilkka Huopaniemi, Girish N. Nadkarni, Rajiv Nadukuru, Vaneet Lotay, Stephen B. Ellis, Omri Gottesman, Erwin P. Bottinger
Disease progression subtype discovery from longitudinal EMR data with a majority of missing values and unknown initial time points. AMIA (2014)
Girish N. Nadkarni, Omri Gottesman, James G. Linneman, Herbert S. Chase, Richard L. Berg, Samira Farouk, Vaneet Lotay, Stephen B. Ellis, George Hripcsak, Peggy L. Peissig, Chunhua Weng, Rajiv Nadukuru, Erwin P. Bottinger
Development and validation of an electronic phenotyping algorithm for chronic kidney disease. AMIA (2014)