Evaluation of MRI-based machine learning approaches for computer-aided diagnosis of dementia in a clinical data warehouse.
Simona BottaniNinon BurgosAurélien MaireDario SaracinoSebastian StröerDidier DormontOlivier ColliotPublished in: Medical Image Anal. (2023)
Keyphrases
- data warehouse
- machine learning approaches
- computer aided diagnosis
- medical images
- medical imaging
- data warehousing
- computer aided
- early diagnosis
- magnetic resonance imaging
- business intelligence
- machine learning methods
- decision support system
- decision support
- data sources
- image analysis
- data management
- data mining
- multidimensional analysis
- machine learning
- breast cancer
- machine learning algorithms
- cad systems
- mr images
- data analysis
- star schema
- on line analytical processing
- data warehouse design
- databases
- magnetic resonance images
- data cube
- materialized views
- data mining methods
- ct scans
- query execution
- dce mri
- olap queries
- high resolution computed tomography
- database
- online analytical processing
- pulmonary nodules
- knn
- data mining techniques
- high resolution
- mri data
- computer vision
- real world
- x ray
- ct images