Addressing 6 challenges in generative AI for digital health: A scoping review.

ABSTRACT: Generative artificial intelligence (AI) can exhibit biases, compromise data privacy, misinterpret prompts that are adversarial attacks, and produce hallucinations. Despite the potential of generative AI for many applications in digital health, practitioners must understand these tools and their limitations. This scoping review pays particular attention to the challenges with generative AI technologies in medical settings and surveys potential solutions. Using PubMed, we identified a total of 120 articles published by March 2024, which reference and evaluate generative AI in medicine, from which we synthesized themes and suggestions for future work. After first discussing general background on generative AI, we focus on collecting and presenting 6 challenges key for digital health practitio

SUBMITTER: Templin T 

PROVIDER: S-EPMC11115971 | biostudies-literature | 2024 May

REPOSITORIES: biostudies-literature