Self-service Data Science for Healthcare Professionals: A Data Preparation Approach.
Marco SpruitThomas DeddingDaniel VijlbriefPublished in: HEALTHINF (2020)
Keyphrases
- data preparation
- data science
- healthcare professionals
- big data
- machine learning
- business intelligence
- knowledge discovery
- health care
- data analysis
- statistical learning
- knowledge discovery in databases
- data mining
- data quality
- preprocessing
- pattern discovery
- healthcare delivery
- web usage mining
- data warehouse
- feature selection
- knowledge discovery and data mining
- data warehousing
- home care
- web mining
- process model
- databases
- text mining
- data reduction
- feature extraction
- instance selection
- knowledge driven
- case study
- decision trees
- information systems
- clinical practice guidelines
- natural language
- expert systems
- data model
- supervised learning
- data management
- semi supervised learning
- image processing