GLiNER and OpenPipe Shine on General Texts but Miss Over 50% of Clinical PHI — Compared to Less Than 5% Misses by Solutions Like John Snow Labs It’s often assumed...
Why Is the Shift from Knowledge Recall to Clinical Reasoning Crucial in Healthcare AI? John Snow Labs has been at the forefront of healthcare AI, consistently developing state-of-the-art language models...
Contextual Entity Ruler in Spark NLP refines entity recognition by applying context-aware rules to detected entities. It updates entities using customizable patterns, regex, and scope windows. It boosts accuracy by...
De-identification is the process of removing or masking sensitive, personally identifiable information from data, particularly in medical records. This is crucial to protect patient privacy and comply with regulations like...
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