Julio Bonis is a data scientist working on Healthcare NLP at John Snow Labs. Julio has broad experience in software development and design of complex data products within the scope of Real World Evidence (RWE) and Natural Language Processing (NLP). He also has substantial clinical and management experience – including entrepreneurship and Medical Affairs. Julio is a medical doctor specialized in Family Medicine (registered GP), has an Executive MBA – IESE, an MSc in Bioinformatics, and an MSc in Epidemiology.
What is driving the adoption of robotics in hospital logistics? Hospitals are rapidly deploying robotics to alleviate staffing shortages and improve operational efficiency. With a market valued between $1.5 and $3.9 billion...
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...
What is consistent obfuscation and why does it matter in healthcare? Consistent obfuscation ensures that each instance of PHI is transformed the same way across all documents and data modalities....
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