Machine learning using longitudinal prescription and medical claims for the detection of nonalcoholic steatohepatitis (NASH).
Ozge YasarPatrick LongBrett HarderHanna MarshallSanjay BhasinSuyin LeeMark DeleggeStephanie RoyOrla M. DoyleNadejda LeavittJohn RiggPublished in: CoRR (2022)
Keyphrases
- machine learning
- health insurance
- machine learning methods
- detection method
- detection algorithm
- artificial intelligence
- automatic detection
- natural language processing
- object detection
- computer vision
- medical domain
- knowledge acquisition
- machine learning algorithms
- learning algorithm
- detection accuracy
- pattern recognition
- information systems
- medical diagnosis
- false positives
- detection rate
- false alarms
- neural network
- probability distribution
- medical experts
- face detection
- model selection
- medical images
- computer science
- active learning