Leveraging Cognitive Capture to Extract Key Process Information
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Pyramid Solutions presented at IBM Content 2017 and shared how organizations are using cognitive capture to identify handwriting, initiate workflows, understand embedded data tables and even send bookmarked documents to FileNet.
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Leveraging Cognitive Capture to Extract Key Process Information
- 1. IBM CONTENT 2017 How to Leverage Cognitive Capture to Intelligently Extract Key Process Information
- 2. YOUR PRESENTERS MIKE SOAVE Account Executive Pyramid Solutions Manager, Solution Consultants Pyramid Solutions BRIAN BENOIT
- 3. DISRUPTORS ABOUND MILLENNIALS Demand interactive and instantaneous buying experience NON-TRADITIONAL PRODUCTS Focus mostly on health benefits and less on mortality risk NEW EXTERNAL PLAYERS Abundance of capital and knowledge of consumer buying habits Millennials Non- traditional products External players
- 4. CARRIER PAINS MAXIMIZING FAST TRACK Better, more informed decisions STREAMLINING THE PROCESS Special authorizations, APS processing MORE WITH LESS Avoid medical records and paramed exams ACCURATE RATING Greater insight to rate more precisely Carrier Reinsurer Decision
- 5. INTELLIGENT ASSESSMENT What is the level of risk? Risk Score Content Æ Data Æ Information Æ Decision MIB Cognitive Engine Fast Track Underwriting PolicyTHE UNDERWRITING PROCESS
- 6. EXTRACTING KEY MEDICAL DATA Establish a chronology of declared and reported information Diagnoses Prescriptions Procedures Chronology Handwriting Redundant text MIB Medical Extractor Key Info Bookmarked
- 7. 2011 2012 2013 2014 2015 2016 Colon polyps / benign Angina Diabetes Type II DIAGNOSES / TREATMENTS PRESCRIPTIONS / DOSAGE Propranolol Metformin GOAL: ASSIMILATE DIAGNOSTIC AND RX INFO AND LAB RESULTS INTO APPLICANT TIMELINE
- 8. Content Navigator A unified user experience for capture, content and case SOURCE MFP Tablet FaxArchive Scanner E-mail Smartphone Network Scanner Datacap Web, Desktop, Mobile TRANSFORM Look-Up Verify Rules ClassifyExtract OMR BarcodeOCR ICR DELIVER Web Portal LOB Solutions BPM ECM On- Premise ECM Cloud Case Mgmt. IBM DOCUMENT CAPTURE CAPABILITIES At a glance
- 9. SOME EXTRACTION IS EASY…
- 10. SOME IS NOT…
- 11. TITLE UNSTRUCTURED BOLDED FONTS BULLETS STRUCTURED BOLDED FONTS ALIGNED TABLE BOLDED FONTS BOLDED LINES COGNITIVE IMAGING Understanding content within its context
- 12. OUT OF BOX EXTRACTORS - Dates, Person, Health Condition Cognitive Extractors • Big Insights • Natural Language Understanding
- 13. CUSTOM EXTRACTORS - ICD Codes, Prescriptions, Doctor Name Custom Extractors • Literal • Dictionary Terms • Regular Expression • Proximity Rules
- 14. • Many dates on medical reports • How to determine which is the right one? DATE CHRONOLOGY - Custom Actions
- 15. SOME EXTRACTION IS REALLY HARD!
- 16. UNDERWRITER TOOLS Provide underwriter with tools to verify data
- 17. PRESENT CONDITIONS Provide high level view of applicant conditions HIGHER RISK 2010 2011 2012 2013 2014 2015 2016 AnginaColon Polyps Benign Diabetes Type II High Cholesterol Propanolol Lipitor Metformin DIAGNOSES / TREATMENTS PRESCRIPTIONS / DOSAGE Propanolol
- 18. CONTINUOUS ASSESSMENT What’s next Risk Score Train Content Æ Data Æ Information Æ Decision Æ Feedback MIB Predictive Model Cognitive Engine Underwriter Fast Track? APS Requests Rating Support
- 19. Questions/Comments Contact Us Pyramid Solutions, Inc. @PyramidECM PyramidSolutions.com