A Researcher and Data Scientist with demonstrated success delivering innovative policies and machine learning algorithms, having strong statistical skills, and presenting to all levels of leadership to improve decision making. Experience in Education, Logistics, Data Analysis and Data Science. Strong education professional with a Doctor of Philosophy (Ph.D.) focused on Mechanical Engineering from Boğaziçi University.
TL;DR: Working with clinical text usually means solving two problems at the same time: protecting patient privacy and keeping the information that actually matters. This article walks through new tools that...
Tl; DR: This post explains why specialized pretrained PHI pipelines are often the best starting point for data scientists working with clinical text. Instead of building a custom PHI system...
TL;DR: This blog post shows how to build an end-to-end clinical knowledge graph from unstructured medical text using John Snow Labs Healthcare NLP library. We’ll start by extracting key clinical entities about medication...
This blog post explores how John Snow Labs’ Healthcare NLP & LLM library revolutionizes oncology case analysis by extracting actionable insights from clinical text. Key use cases include detecting valuable...
Vector representations of texts longer than a word in natural language processing (NLP) refer to representing a sequence of words, chunks, or sentences as a vector in a high-dimensional space....
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