Videos Archives

Recognize entities in text

by

Dia Trambitas, Ph.D.

Recognize Persons, Locations, Organizations, and Misc entities using out of the box pre-trained Deep Learning models based on GloVe (glove_100d) and BERT (ner_dl_bert) word embeddings.

Detect emotions in tweets

by

Dia Trambitas, Ph.D.

Automatically identify Joy, Surprise, Fear, Sadness in Tweets using out pretrained Spark NLP DL classifier.

SNOMED Entity Resolver

by

Hasham Ul Haq

In this video, we will see how to train an Entity Resolver for SNOMED codes from scratch. We will start from the SNOMED graph as downloaded from the internet, going...

Spark NLP for Healthcare_ Lessons Learned Building Real-World Healthcare AI Systems

by

Veysel Kocaman

Lessons Learned Building Real-World Healthcare AI Systems

Automated and Explainable Deep Learning for Clinical Language Understanding at Roche

by

David Talby

Unstructured free-text medical notes are the only source for many critical facts in healthcare. As a result, accurate natural language processing is a critical component of many healthcare AI applications...

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Recognize entities in text

Detect emotions in tweets

SNOMED Entity Resolver

Spark NLP for Healthcare_ Lessons Learned Building Real-World Healthcare AI Systems

Automated and Explainable Deep Learning for Clinical Language Understanding at Roche

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Blog - Videos

Recognize entities in text

Detect emotions in tweets

SNOMED Entity Resolver

Spark NLP for Healthcare_ Lessons Learned Building Real-World Healthcare AI Systems

Automated and Explainable Deep Learning for Clinical Language Understanding at Roche