Clinical Data Abstraction

Accelerate and scale the creation of accurate disease registries, patient cohorts, quality metrics, population health analytics, and social determinants of health

4x

Complete Projects Accurately
4X Faster Than Manual Abstraction

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State of the art accuracy

Based on award winning Spark NLP software
AI-enbled, backed by a team by medical doctors

Faster & smarter

4x faster than manual abstraction
Consistent results

Secure and compliant

On premise, air-gapped installation
Proven technology

Building large-scale structured datasets of detailed clinical information

Discharge Summary
ER Report
Radiology Report
General Consult
Progress notes
Preoperative notes
Operative notes
Postoperative notes
Procedure notes
Lab Report
and more…

Webinar

Automating Clinical Data Abstraction From Unstructured Documents Using Spark NLP

01

Abstraction guidelines

02

OCR

03

Classifiation

04

Named Entities

05

Assertion Status

06

Entity Resolution

07

Clinical relation

Delivered as end-to-end solution, fully managed by John Snow Labs

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01

Develop data abstraction guidelines

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02

Setup the system

03

Generate structured reports

Clinical Data Abstraction

Apply iterative process

Apply Best Practices

Clinical Data Abstraction: Clinical Entity Recognition

Clinical Entity Recognition

Clinical Entity
Linking

Clinical Data Abstraction: Clinical Entity Linking

Clinical Data Abstraction: Clinical Relation Extraction

Assertion Status

Clinical Relation
Extraction

Clinical Data Abstraction: Clinical Relation Extraction

Experience of our customers with the technology

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