The authors of the study hypothesize that general-purpose models outperform medical-specialized models because they possess superior abstraction capabilities developed during diverse pretraining, whereas medical-specialized models may overfit to domain-specific surface patterns without developing the flexible reasoning required for novel clinical scenarios.

Authors

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

Sources

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

Referenced by nodes (1)

• Pre-training concept