English-only clinical NLP creates a two-tier standard of AI-assisted care. Evidence on what equitable, regulatory-grade multilingual deployment actually requires.
Twenty-six million adults in the United States have limited English proficiency, and half of them experienced a language barrier when dealing with a healthcare provider in the past three years...
In the early spring of 2023, a mid-sized health system on the West Coast faced a pivotal decision. The CIO, Maria, had just returned from a conference buzzing with excitement...
The healthcare industry faces a growing challenge in handling prior authorization denials, which cost the U.S. healthcare system approximately $31 billion annually1. These denials lead to significant revenue loss for...
The integration of Natural Language Processing (NLP) and Generative AI in healthcare holds transformative potential, enabling efficient diagnostics, personalised care, and streamlined administrative tasks. However, these technologies present unique challenges...
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