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AI Standard of Care
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ACR Guidelines

Rheumatology AI Standard of Care: Autoimmune Disease Detection, Treatment Prediction, and Liability

··15 mins
Healthcare Rheumatology AI Autoimmune Disease Rheumatoid Arthritis Lupus Diagnosis Treatment Prediction FDA Devices Malpractice Standard of Care ACR Guidelines Imaging AI
AI Revolutionizes Autoimmune Disease Management # Rheumatology stands at the intersection of diagnostic complexity and therapeutic precision, making it an ideal specialty for artificial intelligence augmentation. From algorithms that detect early rheumatoid arthritis before clinical symptoms manifest to predictive models determining which biologic will work best for a specific patient, AI is fundamentally changing how autoimmune and inflammatory diseases are diagnosed, treated, and monitored.

Radiology AI Standard of Care: Liability, FDA Devices, and Best Practices

··10 mins
Healthcare Radiology AI Medical Imaging FDA Devices Diagnostic AI Malpractice Standard of Care ACR Guidelines Mammography AI CT Interpretation
The Frontline of Medical AI # Radiology is where artificial intelligence meets clinical medicine at scale. With over 870 FDA-cleared AI algorithms, representing 78% of all medical AI approvals, radiology is both the proving ground and the liability frontier for AI in healthcare. When these algorithms miss cancers, misidentify strokes, or generate false positives that lead to unnecessary interventions, radiologists and healthcare systems face mounting legal exposure.