Domain-specific language models: innovation with inherent risks.

Journal: Revista espanola de enfermedades digestivas
Published Date: Jun 1, 2025

Abstract

There are potential advantages of domain-specific solutions, built by fine-tuning pretrained LLMs with healthcare data, but this approach has certain drawbacks: privacy, biases and accuracy.

Authors

  • Julio Mayol
    Hospital Clinico San Carlos, Instituto de Investigación Sanitaria San Carlos, Universidad Complutense de Madrid, Madrid, Spain.
  • Marcos Gámez Alastuey
    General and Digestive Surgery, Hospital Clínico San Carlos. IdISSC. Universidad Complutense de Madrid, España.
  • Rocío Anula Fernández
    General and Digestive Surgery, Hospital Clínico San Carlos. IdISSC. Universidad Complutense de Madrid.

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