Labs, Tests, and Vitals - Clinical NLP Demos & Notebooks

Automatically detect demographic information as well as vital signs using our out-of-the-box Spark NLP Contextual Rules. Custom rules are very easy to define and run on your own data. (...)

Automatically identify Lab test names and Lab results from clinical documents using our pretrained Spark NLP model. (...)

Automatically identify a variety of clinical events such as Problems, Tests, Treatments, Admissions or Discharges, in clinical documents using two of our pretrained Spark NLP models. (...)

Identify gender of a person by analyzing signs and symptoms using pretrained Spark NLP Classification model. (...)

This demo shows how neurologic deficits can be extracted in accordance with their NIH Stroke Scale using a Spark NLP Healthcare NER model. (...)

This demo shows how relations between scale items and their measurements can be identified according to NIHSS guidelines using a Spark NLP Healthcare RE model. (...)