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Articles 1 - 3 of 3
Full-Text Articles in Health Information Technology
Ml-Medic: A Preliminary Study Of An Interactive Visual Analysis Tool Facilitating Clinical Applications Of Machine Learning For Precision Medicine, Laura Stevens, David Kao, Jennifer Hall, Carsten Görg, Kaitlyn Abdo, Erik Linstead
Ml-Medic: A Preliminary Study Of An Interactive Visual Analysis Tool Facilitating Clinical Applications Of Machine Learning For Precision Medicine, Laura Stevens, David Kao, Jennifer Hall, Carsten Görg, Kaitlyn Abdo, Erik Linstead
Engineering Faculty Articles and Research
Accessible interactive tools that integrate machine learning methods with clinical research and reduce the programming experience required are needed to move science forward. Here, we present Machine Learning for Medical Exploration and Data-Inspired Care (ML-MEDIC), a point-and-click, interactive tool with a visual interface for facilitating machine learning and statistical analyses in clinical research. We deployed ML-MEDIC in the American Heart Association (AHA) Precision Medicine Platform to provide secure internet access and facilitate collaboration. ML-MEDIC’s efficacy for facilitating the adoption of machine learning was evaluated through two case studies in collaboration with clinical domain experts. A domain expert review was also …
Retrospective Study Of Fmol Health System Utilization Using Geospatial Information, Deekshith Mandala
Retrospective Study Of Fmol Health System Utilization Using Geospatial Information, Deekshith Mandala
LSU Master's Theses
Medicaid Expansion and closing of Emergency Departments (ED) like Earl K. Long, Baton Rouge General Mid-City ED, and Champion Medical Center changed the health care landscape in East Baton Rouge Parish (EBRP). In this research study, a Geographical Information System (GIS) is used to analyze the impact of the expansion of Medicaid and the inauguration of Our Lady of the Lake North Baton Rouge ED (OLOL NBR ED) over the utilization of Franciscan Missionaries of our Lady Health System (FMOLHS) for both emergency and non-emergency health care services. This study is performed across the 58 neighborhoods of EBRP. Overutilization of …
Blood Pressure Management Education, Lauren G. Gernon, Cara Rathmell
Blood Pressure Management Education, Lauren G. Gernon, Cara Rathmell
Family Medicine Clerkship Student Projects
The expansion of telehealth with COVID-19 and recent recommendations to use at-home blood pressure monitoring to diagnose and monitor hypertension have increased the need for materials and education for clinicians and patients. A pilot project in Primary Care Internal Medicine UVM in Essex, VT, produced an electronic medical record dot phrase and compiled educational materials to initiate nurse visits for at-home BP measurements. Materials and experience with this pilot was researched for initiation of a similar program at UVM Family Medicine Hinesburg.