A Mutual Information Approach to Data Integration for Alzheimer's Disease Patients.
Italo ZoppisErica GianazzaClizia ChinelloVeronica MaininiCarmen GalbuseraCarlo FerrareseGloria GalimbertiAlessandro SorbiBarbara BorroniFulvio MagniGiancarlo MauriPublished in: AIME (2009)
Keyphrases
- data integration
- mutual information
- early diagnosis
- medical doctors
- multiple sclerosis
- computer aided diagnosis
- amyotrophic lateral sclerosis
- patient groups
- cardiovascular disease
- data model
- data sources
- data exchange
- databases
- disease progression
- image registration
- data sharing
- chronic disease
- data warehouse
- similarity measure
- data management
- data transformation
- query answering
- data cleaning
- biological databases
- feature selection
- heterogeneous data
- clinical trials
- heterogeneous data sources
- schema mappings
- query decomposition
- life sciences
- business intelligence
- biological data
- health care
- medical images
- mild cognitive impairment
- data extraction
- database
- scientific data management
- schema matching
- query rewriting