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.
This post presents a benchmark comparison between two cutting-edge large language models evaluated across a broad spectrum of clinical and biomedical text understanding tasks. On one side is GPT-4.5 from...
Re-engineering clinical practice guideline delivery with structured NLP and domain-tuned language models. Modern guideline developers spend years curating evidence, yet the final product often lands on a busy clinician’s screen...
It is 2:45 p.m. on a Tuesday in a busy emergency department. Dr. Reyes, a seasoned internist, has just been handed the chart for Mr. Thompson, a 68 year-old man...
Preventing the preventable: how smart AI systems can reduce claim denials The envelope arrived on a Friday afternoon. Elaine Carter had just returned from her second round of physical therapy,...
Adverse Drug Events (ADEs) are potentially very dangerous to patients and are amongst the top causes of morbidity and mortality. Monitoring & reporting of ADEs is required by pharma companies...
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