The Connected Intensive Care Unit Patient: Exploratory Analyses and Cohort Discovery From a Critical Care Telemedicine Database.
Patrick EssayTala B ShahinBaran BalkanJarrod M MosierVignesh SubbianPublished in: JMIR medical informatics (2019)
Large-scale remote monitoring data sources, such as the eICU database, have a strong potential to advance the role of critical care telemedicine by serving as a testbed for secondary research as well as for developing and testing tools, including predictive and prescriptive analytical solutions and decision support systems. The resulting tools will also inform coordination of care for critically ill patients, intensivist coverage, and the overall process of critical care telemedicine.
Keyphrases
- intensive care unit
- healthcare
- affordable care act
- adverse drug
- palliative care
- electronic health record
- drinking water
- high throughput
- big data
- mass spectrometry
- mechanical ventilation
- emergency department
- machine learning
- health insurance
- climate change
- liquid chromatography
- human health
- chronic pain
- data analysis
- drug induced
- acute respiratory distress syndrome