DRRisk: A Web-based tool to Assess the Risk of Diabetic Retinopathy through Machine Learning on Electronic Health Records.
Meghal GandhiLauren DaskivichOmolola OgunyemiPublished in: AMIA (2022)
Keyphrases
- electronic health records
- machine learning
- diabetic retinopathy
- clinical data
- automatic detection
- retinal images
- health records
- medical records
- early detection
- health care
- clinical trials
- medical data
- health information technology
- text mining
- natural language processing
- active learning
- data analysis
- risk factors
- knowledge discovery
- medical experts
- risk assessment
- optic disc
- vessel segmentation
- feature selection
- knowledge representation
- domain knowledge
- risk management
- health information
- data mining
- databases