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

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

Apply iterative process

Apply Best Practices

Clinical Entity Recognition

Clinical Entity
Linking

Assertion Status

Clinical Relation
Extraction

Experience of our customers with the technology​