Machine Learning-Based Identification of Obesity from Positive and Unlabelled Electronic Health Records.
Vicent Blanes-SelvaSalvador TortajadaRuth VilarBernardo ValdiviesoJuan M. García-GómezPublished in: MIE (2020)
Keyphrases
- electronic health records
- machine learning
- clinical data
- clinical trials
- health care
- semi supervised learning
- medical records
- health information technology
- medical data
- health data
- knowledge acquisition
- artificial intelligence
- knowledge discovery
- data analysis
- information overload
- health records
- feature selection
- data sets
- case based reasoning
- health care providers
- information systems
- knowledge base
- statistical analysis
- empirical studies
- model selection
- decision support system
- general purpose
- text mining