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Ex-Ogun NMA chair urges use of AI to improve healthcare

A former NMA chairman in Ogun State, Dr Kunle Ashimi, has called for the adoption of Artificial Intelligence and telemedicine to improve healthcare in Afri Read More: https://punchng.com/ex-ogun-nma-chair-urges-use-of-ai-to-improve-healthcare/

Ex-Ogun NMA chair urges use of AI to improve healthcare

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External Validation and Generalisability in Healthcare Machine Learning

A healthcare machine learning model can demonstrate excellent internal performance and still struggle when deployed in a different clinical environment. This is a generalisability problem.

  • Healthcare ML models may underperform in different clinical settings.
  • External validation should assess discrimination, calibration, and subgroup performance.
  • Local adaptation may be needed, but with careful evaluation to avoid unintended consequences.

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