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NCT02596087
The overall goal of the IQ-MAPLE project is to improve the quality of care provided to patients with several heart, lung and blood conditions by facilitating more accurate and complete problem list documentation. In the first aim, the investigators will design and validate a series of problem inference algorithms, using rule-based techniques on structured data in the electronic health record (EHR) and natural language processing on unstructured data. Both of these techniques will yield candidate problems that the patient is likely to have, and the results will be integrated. In Aim 2, the investigators will design clinical decision support interventions in the EHRs of the four study sites to alert physicians when a candidate problem is detected that is missing from the patient's problem list - the clinician will then be able to accept the alert and add the problem, override the alert, or ignore it entirely. In Aim 3, the investigators will conduct a randomized trial and evaluate the effect of the problem list alert on three endpoints: alert acceptance, problem list addition rate and clinical quality.
NCT03518294
Nonalcoholic fatty liver disease (NAFLD) is the leading cause of chronic liver disease in the United States. The most advanced forms of NAFLD are associated with increased liver-related mortality and lower overall survival. The current standard of care for NAFLD is lifestyle changes through diet and exercise. The human genome and regulation of gene expression is influenced by physical activity. NAFLD is a prothrombotic state with derangements in all three phases of hemostasis leading to clinically important clotting events. Exercise can improve coagulation in healthy persons. In this proposal, we seek to begin a line of work to answer the question "Can lifestyle changes effectively mitigate the increased risk of clotting in patients with NAFLD?" focusing initially on the at-risk population genetically susceptible to advanced disease.