Using Deep Learning to Identify Patients with Cognitive Impairment in Electronic Health Records.
Tanish TyagiColin G. MagdamoAyush NooriZhaozhi LiXiao LiuMayuresh DeodharZhuoqiao HongWendong GeElissa M. YeYi-han SheuHaitham AlabsiLaura BrennerGregory K. RobbinsSahar ZafarNicole BensonLidia MouraJohn HsuAlberto Serrano-PozoDimitry ProkopenkoRudolph E. TanziBradley T. HymanDeborah BlackerShibani S. MukerjiM. Brandon WestoverSudeshna DasPublished in: CoRR (2021)
Keyphrases
- deep learning
- cognitive impairment
- electronic health records
- clinical data
- older adults
- clinical trials
- medical records
- health records
- unsupervised learning
- machine learning
- medical data
- weakly supervised
- health care
- mental models
- reinforcement learning
- text classification
- feature selection
- information systems
- artificial intelligence