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The NLP Sandbox: an efficient model-to-data system to enable federated and unbiased evaluation of clinical NLP models
Discussion We demonstrated the feasibility of using the NLP Sandbox to conduct a multi-site evaluation of clinical text de-identification models without the sharing of data.
Performance of Automatic De-identification Across Different Note Types
Free-text clinical notes detail all aspects of patient care and have great potential to facilitate quality improvement and assurance initiatives as well as advance clinical research.
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