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.
Why are patient journeys critical for oncology care? Oncology care is inherently longitudinal, complex, and personalized. Each patient's history includes diagnostic imaging, pathology, lab results, clinical notes, treatment regimens, and...
How can AI governance be automated in healthcare applications of generative AI? Automating AI governance in healthcare involves embedding bias detection, robustness checks, and compliance validation directly into the development...
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...
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