From Notes to Billing: Large Language Models in Revolutionizing Medical Documentation and Healthcare Administration

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Review highlights the impact of large language models on billing accuracy and medical documentation, suggesting improved efficiency.

Large language models significantly enhance medical documentation and billing processes, streamlining workflows.
The review notes that implementations of models like GPT-4 and ClinicalBERT improve accuracy in clinical notes and invoicing.
Assessment of real-world applications establishes the practicality of AI in administrative automation across healthcare.
Concerns over model bias and data privacy underscore the need for human oversight and ethical standards in deployment.

Agarwal et al. (2025) studied this question.

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