For clinical search and RAG pipelines, OCR quality determines how reliably you can retrieve information from scanned documents. In John Snow Labs’ FUNSD plain-text OCR benchmark, the self-hosted JSL Vision...
Visual document processing converts scanned pages into text, coordinates, or structured fields for downstream systems. In healthcare, the output you need determines what to evaluate: bounding boxes for redaction, reading-order...
We benchmarked OpenAI Privacy Filter against a John Snow Labs de-identification pipeline on 381,959 tokens of real clinical text. The John Snow Labs pipeline reached 0.95 F1 on PHI detection...
Institution-scale medical reasoning: what the field is actually learning There is a version of the institution-scale clinical reasoning story that is easy to tell: AI systems that continuously reason over...
Clinical NLP extracts meaning from unstructured text. But in healthcare, extracted meaning isn't useful until it speaks the same language as the systems that need to act on it. An...
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