Spark NLP in Action
Run 300+ live demos and notebooks

Clinical Trials - Live Demos & Notebooks

Recognize Concepts in Drug Development Trials
This demo shows how to extract concepts related to drug development including Trial Groups, End Points and Hazard Ratio. (...)
Classify Randomized Clinical Trial (RCT)
This demo shows a classifier that can classify whether an article is a randomized clinical trial (RCT) or not, as well as a classifier that can divide it into sections in abstracts of scientific articles on randomized clinical trials (RCT). (...)
Detect Covid-related clinical terminology
This demo shows how Covid-related clinical terminology can be detected using a Spark NLP Healthcare NER model. (...)
Extract Entities in Clinical Trial Abstracts
This model extracts to trial design, diseases, drugs, population, statistics, publication etc. relevant entities from clinical trial abstracts. (...)