Type-2 Diabetes Mellitus Diagnosis from Time Series Clinical Data Using Deep Learning Models.
Zakhriya AlhassanA. Stephen McGoughRiyad AlshammariTahani DaghstaniDavid BudgenNoura Al MoubayedPublished in: ICANN (3) (2018)
Keyphrases
- clinical data
- learning models
- diabetes mellitus
- medical knowledge
- clinical databases
- medical data
- temporal abstractions
- liver disease
- raw data
- patient data
- statistical analysis
- learning tasks
- learning algorithm
- loss function
- machine learning
- semi supervised learning
- electronic health records
- learning problems
- machine learning algorithms
- classification models
- traditional chinese medicine
- knowledge discovery
- domain experts
- risk factors
- medical diagnosis
- mr images
- databases
- conditional random fields
- supervised learning
- image data
- type ii
- differential diagnosis
- data sources
- feature selection
- higher order