Can AI diagnose certain rare diseases from electronic health records ?
Cast your vote — then read what our editor and the AI models found.
Diagnostic-companion models in 2024 found cases of rare conditions missed by clinicians in both training data and live trials.
AI can diagnose certain rare diseases from electronic health records, but its accuracy depends on the quality and quantity of the data used to train the algorithms. Researchers have made significant progress in developing machine learning models that can identify patterns in electronic health records and predict the presence of rare diseases. However, these models are not yet widely used in clinical practice and require further validation and testing to ensure their reliability. The use of AI in diagnosing rare diseases has the potential to improve patient outcomes, but it is crucial to address the challenges associated with data quality, privacy, and regulatory frameworks.
— Enriched May 9, 2026 · Source: National Institutes of Health — https://www.nih.gov
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