What is Agentic AI, and how does it differ from traditional automation? Agentic AI refers to intelligent systems capable of independently planning, initiating, and executing multi-step tasks in dynamic environments,...
What is clinical data extraction, and why does it matter? Clinical data extraction involves retrieving structured insights from unstructured sources like clinical notes, radiology reports, or discharge summaries. It's essential...
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...
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