CovRNN: predicting outcomes of COVID-19 patients on admission using their electronic health records with minimal data processing.
Laila RasmyMasayuki NigoBijun S. KannadathZiqian XieBingyu MaoKhush A. PatelWanheng ZhangYujia ZhouAngela RossHua XuDegui ZhiPublished in: AMIA (2021)
Keyphrases
- electronic health records
- health information systems
- data processing
- clinical data
- clinical trials
- health records
- medical records
- medical data
- healthcare providers
- emergency department
- patient data
- health care providers
- data management
- data analysis
- health data
- health care
- intensive care
- electronic medical record
- health information technology
- health information
- information overload
- raw data
- machine learning
- patient care
- knowledge acquisition
- digital libraries
- information systems
- information retrieval
- data sets