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.
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...
Why hospitals must be rebuilt around AI, not merely transformed Healthcare institutions are facing increasing pressures: workforce shortages, cost constraints, regulatory complexity, and digitally empowered patients. In this context, superficial...
What are vision‑language models and why do they matter for radiology? Vision‑language models (VLMs) are emerging as the connective tissue in radiology workflows: combining imaging data, textual reports, prior studies,...
Demos
See More