Purpose Current uses of medication-related clinical decision support (CDS) and
recommendations for improving these systems are reviewed. Summary Using a systematic …

Objective This paper describes the University of Michigan's nine-year experience in
developing and using a full-text search engine designed to facilitate information retrieval (IR) …

In response to mounting evidence that use of electronic medical record systems may cause
unintended consequences, and even patient harm, the AMIA Board of Directors convened a …

The Institute of Medicine estimates that 7,000 lives are lost yearly as a result of medication
errors. Computerized physician and/or provider order entry was one of the proposed …

Accurate electronic health records are important for clinical care and research as well as
ensuring patient safety. It is crucial for misspelled words to be corrected in order to ensure …

Background: Adoption of a common data model across health systems is a key infrastructure
requirement to allow large scale distributed comparative effectiveness analyses. There are a …

Background Information related to patient medication is crucial for health care; however, up
to 80% of the information resides solely in unstructured text. Manual extraction is difficult and …

Precision medicine requires clinical trials that are able to efficiently enroll subtypes of
patients in whom targeted therapies can be tested. To reduce the large amount of time spent …

The purpose of electronic health record (EHR) abstraction includes collection of data related
to administrative coding functions, quality improvement, clinical registry functions and …

Background In this study we implemented and developed state-of-the-art machine learning
(ML) and natural language processing (NLP) technologies and built a computerized …