The Role of Machine Learning in Medical Data Analysis. A Case Study: Flow Cytometry.
Paolo RotaFlorian KleberMichael ReiterStefanie Groeneveld-KrentzMartin KampelPublished in: VISIGRAPP (3: VISAPP) (2016)
Keyphrases
- data analysis
- machine learning
- flow cytometry
- clinical setting
- data mining
- high throughput
- pattern recognition
- decision trees
- big data
- machine learning methods
- text classification
- data warehouse
- case study
- active learning
- machine learning approaches
- computational intelligence
- computer science
- knowledge acquisition
- data collection
- business intelligence
- knowledge discovery
- statistics and machine learning
- learning algorithm
- medical experts
- medical domain
- medical diagnosis
- feature selection
- natural language
- data processing
- rough sets
- text mining
- natural language processing
- medical imaging
- computer aided
- object oriented
- artificial intelligence
- information extraction
- support vector machine
- real world