DeepAlerts: Deep Learning Based Multi-Horizon Alerts for Clinical Deterioration on Oncology Hospital Wards.
Dingwen LiPatrick G. LyonsChenyang LuMarin KollefPublished in: AAAI (2020)
Keyphrases
- deep learning
- patient care
- health care
- unsupervised learning
- diagnostic imaging
- patient records
- medical data
- unsupervised feature learning
- machine learning
- deep architectures
- intensive care unit
- clinical data
- clinical trials
- weakly supervised
- clinical guidelines
- medical knowledge
- electronic health records
- conditional random fields
- medical images
- input image
- multiscale