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Identifying a patient's key problems over time is a common task for providers at the point care, yet a complex and time-consuming activity given current electric health records.
Medical Records That Guide and Teach
Lawrence L. Weed. 1968 · 1968
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Latent Dirichlet Allocation
David M Blei, Andrew Y Ng, and Michael I Jordan. 2003 · 2003
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A Correlated Topic Model of Science
David M Blei and John D Lafferty. 2007 · 2007
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Instant availability of patient records, but diminished availability of patient information: A multi-method study of GP’s use of electronic patient records
Tom Christensen and Anders Grimsmo. 2008 · 2008
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Summarization of clinical information: A conceptual model
Joshua C. Feblowitz, Adam Wright, Hardeep Singh, Lipika Samal, and Dean F. Sittig. 2011 · 2011
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Cognitive performance-altering effects of electronic medical records: An application of the human factors paradigm for patient safety
Holden RJ. 2011 · 2011
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A qualitative analysis of EHR clinical document synthesis by clinicians. In AMIA Annual Symposium Proc . American Medical Informatics Association, 1211–1220
O Farri, D S Pieckiewicz, and A S Rahman. 2012 · 2012
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Variational Inference in Nonconjugate Models
Chong Wang and David M Blei. 2013 · 2013
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Use of internist’s free time by ambulatory care electronic medical record systems
McDonald CJ, Callaghan FM, and Weissman A. 2014 · 2014
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HARVEST, a longitudinal patient record summarizer
J. S. Hirsch, J. S. Tanenbaum, S. Lipsky Gorman, C. Liu, E. Schmitz, D. Hashorva, A. Ervits, D. Vawdrey, M. Sturm, and N. Elhadad. 2014 · 2014
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Limestone: High-throughput candidate phenotype generation via tensor factorization
Joyce C. Ho, Joydeep Ghosh, Steve R. Steinhubl, Walter F. Stewart, Joshua C. Denny, Bradley A. Malin, and Jimeng Sun. 2014 · 2014
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Factors affecting physicians’ use of a dedicated overview interface in an electronic health record: The importance of standard information and standard documentation
Lotte Groth Jensen and Claus Bossen. 2016 · 2015
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Learning probabilistic phenotypes from heterogeneous EHR data
Rimma Pivovarov, Adler J. Perotte, Edouard Grave, John Angiolillo, Chris H. Wiggins, and Noémie Elhadad. 2015 · 2015
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Identifiable Phenotyping using Constrained Non–Negative Matrix Factorization. In MLHC Proc
Shalmali Joshi, Suriya Gunasekar, David Sontag, and Joydeep Ghosh. 2016 · 2016
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HCUP CCS. Healthcare Cost and Utilization Project (HCUP)
Agency for Healthcare Research and Quality. 2017 · 2017
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Variational Inference: A Review for Statisticians
David M Blei, Alp Kucukelbir, and Jon D McAuliffe. 2017 · 2017
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Comorbidities Among US Patients With Prevalent HIV Infection-A Trend Analysis
Joel Gallant, Priscilla Y. Hsue, Sanatan Shreay, and Nicole Meyer. 2017 · 2017
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Public health nurse perceptions of Omaha System data visualization
Seonah Lee, Era Kim, and Karen A. Monsen. 2015 · 2015
Cited alongside, same era.
Automated methods for the summarization of electronic health records: Table 1
Rimma Pivovarov and Noémie Elhadad. 2015 · 2015
Cited alongside, same era.
Impact of problem-based charting on the utilization and accuracy of the electronic problem list
Ron C Li, Trit Garg, Tony Cun, Lisa Shieh, Gomathi Krishnan, Daniel Fang, and Jonathan H Chen. 2018 · 2018
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