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Content by Julio Bonis

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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.

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Conversational AI is redefining how patients engage with healthcare. Evolving far beyond basic chatbots, today’s AI-driven systems can interpret clinical language, capture structured histories, triage symptoms, and deliver ongoing support....

Adverse events remain a persistent and costly challenge in healthcare. From medication errors and delayed diagnoses to post-operative complications, these incidents undermine patient safety and inflate the cost of care....

It’s 7:30 a.m. on Monday. A 42-year-old patient logs into her health system’s virtual assistant, concerned about burning while urinating that started overnight. Within minutes, she’s answering context-aware questions, not...

In a busy hospital in the Midwest, a nurse reviewing patient notes notices a pattern: a middle-aged man admitted for pneumonia had also reported mild dizziness and blurred vision during...

How is AI redefining functional medicine? Functional medicine is undergoing a transformation, powered by artificial intelligence. At the core of this evolution is a shift away from managing symptoms toward...