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AI Standard of Care
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Mammography AI

Oncology AI Standard of Care: Cancer Diagnosis, Imaging Analysis, and Liability

··10 mins
Healthcare Oncology AI Cancer Diagnosis Paige Prostate Mammography AI Pathology AI FDA Devices Malpractice Standard of Care Cancer Screening
AI Transforms Cancer Care # Artificial intelligence is reshaping every phase of cancer care, from early detection through treatment planning and survivorship monitoring. AI tools now analyze mammograms for breast cancer, pathology slides for prostate cancer, and imaging studies across multiple cancer types. But as AI becomes embedded in oncology workflows, critical liability questions emerge: When AI-assisted diagnosis misses cancer or delays treatment, who bears responsibility? When AI recommends treatment and outcomes are poor, what standard of care applies?

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.