Reducing diagnostic delays in acute hepatic porphyria using health records data and machine learning.
Balu BhasuranKatharina SchmollyYuvraaj KapoorNanditha Lakshmi JayakumarRaymond DoanJigar AminStephen MeningerNathan ChengRobert DeeringKarl E AndersonSimon W BeavenBruce WangVivek Ashok RudrapatnaPublished in: Journal of the American Medical Informatics Association : JAMIA (2024)
ML can reduce diagnostic delays in AHP and other rare diseases. Robust recruitment strategies and multicenter coordination will be needed to validate these models before they can be deployed.
Keyphrases
- machine learning
- liver failure
- healthcare
- big data
- public health
- mental health
- respiratory failure
- electronic health record
- artificial intelligence
- clinical trial
- aortic dissection
- intensive care unit
- double blind
- health promotion
- climate change
- social media
- deep learning
- extracorporeal membrane oxygenation
- human health