Improving Patient Selection and Prioritization for Hospital at Home Through Predictive Modeling.
Satyabrata PatiGina ThompsonChritopher MullJacey FazioDaniel AllenHeidi FelixMargaret R. PaulsonRajeev ChaudhryGautam MatchaMichael J. ManiaciCharles BurgerDaniel QuestPublished in: AMIA (2022)
Keyphrases
- predictive modeling
- home care
- electronic health records
- health care
- exploratory data analysis
- statistical modeling
- emergency department
- data mining methods
- patient care
- patient records
- data mining
- text mining
- knowledge discovery
- machine learning
- vital signs
- data analysis
- patient data
- intensive care
- hospital information systems
- medical doctors
- heterogeneous data sets
- patient groups
- operating room
- intensive care unit
- business intelligence
- medical practice
- information systems
- survival analysis
- heart rate
- clinical practice
- clinical trials
- clinical data