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.
TL;DR Summary As AI becomes embedded in clinical workflows, hospitals must transition from "trust by default" to a Zero Trust AI (ZTAI) architecture. This approach treats AI models and their...
Why bigger isn’t always better: The paradigm shift in AI model development For years, the benchmark of AI innovation was model size, parameter counts defined power. But in healthcare, this...
As generative AI continues to make waves in healthcare, it is becoming clear that LLMs alone are not enough for safe, scalable automation. The most successful real-world systems combine the...
What is multimodal AI in healthcare? Multimodal AI processes and combines information from multiple data types, such as clinical notes, medical images, and speech to provide a comprehensive understanding of...
When the AI got it wrong: A real hospital’s wake-up call about medical LLMs Imagine this scenario, not because it has happened, but because it inevitably will: *This is a...
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