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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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In the evolving landscape of healthcare and life sciences, innovation alone is no longer enough. Executive leadership across hospitals, payers, and pharma must now answer a more complex question: Can...

Clara Ferrer still remembers the morning the call came from the regional cancer registry. The researchers had finally received money for a real world study on new cancer drugs, and...
Large Language Models in Telemedicine

Ensuring that electronic health record (EHR) text can be shared without betraying patient privacy is no longer a purely technical exercise. It has become a strategic question of data governance:...

Electronic Health Records (EHRs) hold immense potential for improving oncology care. They contain detailed histories, diagnostic findings, treatment plans, and physician notes, all of which are essential for delivering personalized...

Overview Patient adherence remains one of the toughest challenges in chronic disease management. Generic advice, like “eat healthier” or “exercise more”, often misses the mark, especially when patients face social...