Two heads are better than one: Enhancing medical representations by pre-training over structured and unstructured electronic health records.
Sicen LiuXiaolong WangYongshuai HouGe LiHui WangHui XuYang XiangBuzhou TangPublished in: CoRR (2022)
Keyphrases
- electronic health records
- medical records
- medical data
- health information systems
- structured data
- health records
- health information
- free text
- clinical data
- health data
- patient care
- health care
- electronic medical record
- training set
- semi structured
- data mining
- clinical trials
- public health
- medical diagnosis
- machine learning
- real world
- patient data
- active learning
- expert systems
- decision making
- health information technology