Discovering Quantitative Temporal Functional Dependencies on Clinical Data.
Carlo CombiMatteo MantovaniPietro SalaPublished in: ICHI (2017)
Keyphrases
- functional dependencies
- clinical data
- temporal constraints
- approximate functional dependencies
- clinical information
- integrity constraints
- relational databases
- medical data
- normal form
- database design
- patient data
- statistical analysis
- raw data
- temporal abstractions
- relational model
- database schemes
- knowledge discovery
- inclusion dependencies
- universal relation
- conflict free
- xml documents
- clinical databases
- domain experts
- cancer patients
- temporal aspects
- temporal data
- data dependencies
- temporal patterns
- temporal information
- data sources
- database schema
- temporal reasoning
- set of functional dependencies
- object oriented
- logical implication
- mr images
- medical images