Get your Free Spark NLP and Spark OCR Free Trial: https://www.johnsnowlabs.com/spark-nl...
Register for NLP Summit 2021: https://www.nlpsummit.org/2021-events/
Watch all Healthcare NLP Summit 2021 sessions: https://www.nlpsummit.org/
The growing interest in biomedical and clinical research has led to a wide need of analyzing and understanding text in these domains. While today’s open-source NLP tools have integrated sophisticated neural architectures that improve their performance on general-domain text, they often lack convenient support for the analysis of biomedical text at the same level of accuracy.
In this talk, I will talk about the out-of-the-box biomedical and clinical packages in the Stanza Python NLP toolkit.
I will start by talking about the fully neural architectural design of Stanza, which allows it to generalize with ease to over 70 languages and multiple domains.
Then I will talk about how we extend this design to build and evaluate the biomedical and clinical pipelines for Stanza, which provide near state-of-the-art performance for linguistic analysis and entity recognition tasks.
Lastly, I will showcase how these biomedical and clinical models can be used in common research and text analysis scenarios. You can try out an online demo of these packages at: http://stanza.run/bio.
Watch video Analyzing Biomedical and Clinical Text with the Stanza Python NLP Library | Healthcare NLP Summit online without registration, duration hours minute second in high quality. This video was added by user John Snow Labs 13 April 2021, don't forget to share it with your friends and acquaintances, it has been viewed on our site 2,607 once and liked it 61 people.