M
Michelle M. Smerek
Researcher at Duke University
Publications - 16
Citations - 359
Michelle M. Smerek is an academic researcher from Duke University. The author has contributed to research in topics: Medicine & Health care. The author has an hindex of 7, co-authored 15 publications receiving 253 citations. Previous affiliations of Michelle M. Smerek include Durham University.
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Journal ArticleDOI
Electronic health records based phenotyping in next-generation clinical trials: a perspective from the NIH Health Care Systems Collaboratory.
Rachel L. Richesson,W. Ed Hammond,W. Ed Hammond,Meredith Nahm,Douglas Wixted,Gregory E. Simon,Jennifer G. Robinson,Alan Bauck,Denise Cifelli,Michelle M. Smerek,John F. Dickerson,Reesa Laws,Rosemary Madigan,Shelley A. Rusincovitch,Cynthia Kluchar,Robert M. Califf,Robert M. Califf +16 more
TL;DR: The NIH Collaboratory is introduced, focusing on its Phenotype, Data Standards, and Data Quality Core, and early observations from researchers implementing PCTs within large healthcare systems are presented, identifying gaps in knowledge and presenting an informatics research agenda.
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Preparing for the ICD-10-CM Transition: Automated Methods for Translating ICD Codes in Clinical Phenotype Definitions
Kin Wah Fung,Rachel L. Richesson,Michelle M. Smerek,Katherine Pereira,Beverly B. Green,Ashwin A. Patkar,Megan E.B. Clowse,Alan Bauck,Olivier Bodenreider +8 more
TL;DR: It appears that for clinically distinct and homogenous conditions, the recall of FBM is sufficient, and different mapping approaches yield different collections of ICD-10-CM codes.
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A Framework to Support the Sharing and Reuse of Computable Phenotype Definitions Across Health Care Delivery and Clinical Research Applications.
TL;DR: A framework for re-using computable phenotype definitions and sharing experience across health care delivery and clinical research applications is articulated, and gaps and areas that need attention and collaborative solutions are highlighted.
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Pragmatic (trial) informatics: a perspective from the NIH Health Care Systems Research Collaboratory.
Rachel L. Richesson,Rachel L. Richesson,Beverly B. Green,Reesa Laws,Jon Puro,Michael G. Kahn,Alan Bauck,Michelle M. Smerek,Erik van Eaton,Meredith N. Zozus,W. Ed Hammond,Kari A. Stephens,Greg Simon +12 more
TL;DR: Drawing from the experience, 4 broad categories of informatics-related challenges are presented: using clinical data for research, integrating data from heterogeneous systems, using electronic health records to support intervention delivery or health system change, and assessing and improving data capture to define study populations and outcomes.
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User-centered design principles in the development of clinical research tools.
TL;DR: This study showed that user-centered usability methods can identify important issues and capture information that can enhance the participant’s experience and may improve the quality of study tools.