Area of research
Health Information Management · Artificial Intelligence
Research interest
Research interests include Electronic Health Records Systems, Biomedical Text Mining and Ontologies, Machine Learning in Healthcare, and Topic Modeling.
Diagnosis and Treatment of Patients With Suspected Pneumonia in 28 Utah Urgent Care Clinics
Computer clinical decision support that automates personalized clinical care: a challenging but needed healthcare delivery strategy
Contemporary clinical decision support standards using Health Level Seven International Fast Healthcare Interoperability Resources
Categorizing metadata to help mobilize computable biomedical knowledge
Enabling a learning healthcare system with automated computer protocols that produce replicable and personalized clinician actions
CDS in a Learning Health Care System: Identifying Physicians' Reasons for Rejection of Best-Practice Recommendations in Pneumonia through Computerized Clinical Decision Support
Automating Construction of Machine Learning Models With Clinical Big Data: Proposal Rationale and Methods
A study of the transferability of influenza case detection systems between two large healthcare systems
Impact of an Electronic Clinical Decision Support Tool for Emergency Department Patients With Pneumonia
Natural Language Processing to identify pneumonia from radiology reports
Improving performance of natural language processing part-of-speech tagging on clinical narratives through domain adaptation
Building a robust, scalable and standards-driven infrastructure for secondary use of EHR data: The SHARPn project
Early detection of sepsis in the emergency department using Dynamic Bayesian Networks.
PubMed 2012cited by 54position: last
Clinical information system services and capabilities desired for scalable, standards-based, service-oriented decision support: consensus assessment of the Health Level 7 clinical decision support Work Group.
PubMed 2012cited by 24position: middle