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Healthcare NLP Blog

State-of-the-Art Natural Language Processing for Clinical and Biomedical Text.

Dandelion Health is a provider of multimodal, longitudinal clinical data for healthcare innovators. This session shows how it built a de-identification process for free-text clinical notes, with John Snow Labs’...

The emergence of precision oncology necessitates a comprehensive understanding of how genetic, epigenetic, and other factors influence tumor behavior and response to treatment regimens. This understanding is crucial for translating...

Hierarchical Condition Category (HCC) coding plays a pivotal role in federally regulated risk adjustment payment models, ensuring accurate reimbursement for health insurance plans and better care for managed populations. Providers...

There is overwhelming evidence from academic research and industry benchmarks that domain-specific and task-specific large language models outperform general-purpose LLMs across multiple dimensions: Accuracy, veracity, human preference, and cost. This...

Clinical data summarization using generative AI involves leveraging advanced algorithms to extract, analyze, and condense vast amounts of medical information into concise, actionable insights. This technology employs natural language processing...