DICOM de-identification is workflow-specific because PHI can appear in metadata tags, free-text metadata fields, burned-in image pixels, and encapsulated PDF content. A production pipeline may need to inspect tags, apply...
John Snow Labs announced a formal partnership with 3Aware to integrate our world-class multimodal de-identification capabilities directly into the 3Aware Evidence Vault. This collaboration enables health systems to unlock governed,...
John Snow Labs, the industry leader in medical language models, has been ranked highest, at the top of the Progressive Companies quadrant, in MarketsandMarkets™' 360Quadrants NLP in Healthcare and Life...
Why annotated datasets lose value when schemas change»: «A health system invests years building diagnosis extraction data, de-identification masksReusing clinical annotations across projects means importing existing labeled datasets into a...
A radiology AI team has 5,000 chest X-rays ready to annotate. The images sit in the hospital's imaging archive, stored the way every radiology department stores them: as DICOM files. ...
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