Julio Bonis is a data scientist working on Spark NLP for Healthcare 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.
Introduction Oncology data is inherently complex, dispersed, and often unstructured. Extracting actionable insights from Electronic Health Records (EHRs) and other clinical data sources poses a significant challenge for healthcare professionals....
Over the past few years, there’s been a quiet revolution in healthcare AI. The buzz around large language models (LLMs) has pushed them into the limelight, capturing imaginations with their...
In the early spring of 2023, a mid-sized health system on the West Coast faced a pivotal decision. The CIO, Maria, had just returned from a conference buzzing with excitement...
The healthcare industry faces a growing challenge in handling prior authorization denials, which cost the U.S. healthcare system approximately $31 billion annually1. These denials lead to significant revenue loss for...
Introduction In today’s fast-paced healthcare environment, clinicians face a mounting challenge: balancing patient care with the overwhelming administrative tasks of documentation. SOAP notes, a standardized method developed by Dr. Lawrence...
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