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NLP on Databricks Blog

State-of-the-Art Natural Language Processing on the Databricks Platform.

Detecting Undiagnosed Conditions and Automating Medicare Risk Adjustment

Structured ICD-10 diagnosis codes exist primarily for submitting claims for reimbursement. A far more comprehensive portrayal of patient health history and conditions exists in the unstructured, narrative text. Extracting conditions...

Building Patient Cohorts with NLP and Knowledge Graphs

Cohort building is an essential part of patient analytics. Defining which patients belong to a cohort, testing the sensitivity of various inclusion and exclusion criteria on sample size, building a...

State-of-the-Art Natural Language Processing with Apache Spark NLP

This session teaches how & why to use the open-source Spark NLP library. Spark NLP provides state-of-the-art accuracy, speed, and scalability for language understanding by delivering production-grade implementations of recent...

Automating PHI Removal from Healthcare Data With Natural Language Processing

Under the Health Insurance Portability and Accountability Act (HIPAA), minimum necessary standard, HIPAA-covered entities (such as health systems and insurers) are required to make reasonable efforts to ensure that access to...

John Snow Labs is Announcing the New Partner Integrations in Databricks Partner Connect

We are excited to announce new integrations in Databricks Partner Connect. Databricks expanding partnerships enable users to integrate the freshest data into the Databricks Lakehouse Platform, use pre-built deep learning...