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Blog - Articles

What is multimodal de-identification and why is it necessary in healthcare? Healthcare data is inherently multimodal. It spans unstructured clinical notes, structured lab results, scanned PDFs, DICOM medical images, and...

Become a master of text classification with Spark NLP’s comprehensive guide Text classification is the process of assigning a category or label to a piece of text, such as an...

Extract Hidden Insights from Texts at Scale with Spark NLP Information extraction in natural language processing (NLP) is the process of automatically extracting structured information from unstructured text data. Spark...

Sentence detection in Spark NLP is the process of identifying and segmenting a piece of text into individual sentences using the Spark NLP library. Sentence detection is an essential component...

Manual data labelling and slow validation trap AI projects in endless pilots and turn audit readiness into a moving target. Generative AI Lab breaks the cycle with a no-code workspace...