DeepSigns: A predictive model based on Deep Learning for the early detection of patient health deterioration.
Denise Bandeira da SilvaDiogo SchmidtCristiano André da CostaRodrigo da Rosa RighiBjörn M. EskofierPublished in: Expert Syst. Appl. (2021)
Keyphrases
- early detection
- deep learning
- breast cancer
- unsupervised learning
- machine learning
- liver disease
- unsupervised feature learning
- lung cancer
- patient data
- automatic diagnosis
- skin cancer
- mental models
- weakly supervised
- health care
- medical data
- early diagnosis
- higher order
- medical treatment
- cardiovascular disease
- topic models
- expectation maximization
- training data
- decision trees
- decision making