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 the current state of the mental health crisis? Globally, mental health disorders affect over 970 million people, according to the Global Burden of Disease Study. In the U.S.,...
Radiology is central to modern healthcare, yet its rapid growth in imaging volume has strained clinical workflows and introduced variability in diagnostic interpretation. Recent advancements in artificial intelligence, particularly in...
What is regulatory-grade de-identification in healthcare? Regulatory-grade de-identification refers to the process of systematically transforming or removing Protected Health Information (PHI) to comply with laws like HIPAA and GDPR. It...
Why is it hard to use clinical guidelines during patient care? Clinical guidelines are foundational to evidence-based care, yet their length and complexity often make them impractical to consult during...
What is the purpose of integrating medical LLMs for patient journeys? Integrating Document Understanding, Reasoning, and Conversational Medical LLMs (Large Language Models) enables healthcare organizations to construct longitudinal, context-rich patient...
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