Uncertainty estimation strategies, including post-hoc calibration, structured confidence sets, and consensus-driven deliberation, allow practitioners to better interpret and validate AI outputs in healthcare by effectively conveying when models are uncertain.

Authors

• Person: Not available Organization: medRxiv
  Medical Hallucination in Foundation Models and Their ...

Sources

• Medical Hallucination in Foundation Models and Their ... www.medrxiv.org medRxiv via serper

Referenced by nodes (3)

• artificial intelligence concept
• health care concept
• uncertainty estimation concept