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Welcome!
        The Health Story Project
Dictation to Clinical Data: Automating the Production of
          Structured and Encoded Documents
Kim Stavrinaki


s
                   MTIA Conference, April 2009
       Kim Stavrinakis MHA,RT, Sr. Manager, GE Healthcare
      Nick van Terheyden, MD, Chief Medical Officer, M*Modal




                                                               www.healthstory.com
Presentation Overview

   Background: The Current Situation
   Enabling the EMR with the Missing Link
   A User Experience (GE/RISL)
   The Health Story Project
   Conclusion




                                         www.healthstory.com
Background

The Current Situation




                        www.healthstory.com
Problems Facing Clinicians

According to an American College of Physician Executives survey, 6
in 10 physicians have considered leaving the profession due to:
     burnout


     low morale/depression


     loss of autonomy


     low reimbursement rates


     patient overload


     bureaucratic red tape


     loss of respect, and


     medical liability environment




    Complexity and workload is crippling physicians and
     hindering their ability to deliver high quality care

                                                     www.healthstory.com
Electronic Health Record Universe

                  Critical to the success
                  of EHRs is to reconcile
                  two opposing needs
                       Enterprise need for
                   
                       structured and coded
                       information capture
                       Physician’s practical
                   
                       need for a fast and easy
                       method for creating
                       clinical notes.




                               www.healthstory.com
The Current Situation – Structured
 Tedious manual process
 Time-consuming
 Documentation lacks expressiveness
  of natural language
 Lack of Flexibility
 Poor user interface
 Cost
       Fails to Meet Individual Physician Time vs.
   
       Benefit Test
       Cultural resistance
   

 Oblivious to HIM Requirements
                                                     Direct Data Entry:
 Incomplete and Inadequate Semantic                 Structured and
                                                     encoded information.
  Standards


                                                             www.healthstory.com
“Although completing such templates may help
physicians survive a report-card review, it directs
them to ask restrictive questions rather than
engaging in a narrative-based, open-ended
dialogue.”

                  Pamela Hartzband, M.D., and Jerome Groopman, M.D.

                             n engl j med 358;16 april 17, 2008



                                                   www.healthstory.com
The Current Situation
 Transcription can be expensive
 Subject to longer turn-around times
 Clinical data lost, because documents
  are neither structured nor encoded
 Majority of attested information is only
  in the document
 Contains the detail and
  comprehensive scope of patient
  information
 Support human decision making
 Reimbursement is based on narrative
  documentation
 Retains current workflow, favored by
  physicians
 Interoperable                                Dictation:
 Under utilized source of data for EMR        Fast and easy,
                                               expressive.


                                                           www.healthstory.com
The Current Situation




 High cost of documentation
       Cost of ownership and physician time vs. transcription cost
   

 60% of the data lost to the EHR
 Care process inefficiencies and impact on quality
                                                         www.healthstory.com
Enabling the EMR

       The Missing Link in
Information Capture in Healthcare




                                    www.healthstory.com
Data Entry Time

           The average physician spends 33 seconds dictating an
            establish office visit
           92% of all office visits are established
           If the average physician sees 40 patients a day, total
            dictation time of 30 minutes plus time to search for the
            data.
           Using a traditional EHR application, the same number of
            patients would require 140 minutes of data entry time.
           Physicians are not willing to spend an additional 90
            minutes per day for data entry.

                             (40 X 92% x 33 seconds) + (40 x 8% x 125) = < 30 minutes per day


                                                                                 www.healthstory.com
Data and Chart courtesy Mark R. Anderson, FHIMSS, CPHIMS, CEO, AC Group
Crossing the Chasm…



  What if you could continue to use
narrative and dictation and at the same
 time increase usage of the EMR and
 make more records available for the
     health information exchange?



                                 www.healthstory.com
Health Story Project Vision


 Comprehensive electronic clinical records that
  tell a patient’s complete health story
 All of the clinical information required for
       good patient care
   
       administration
   
       reporting and
   
       research
   

 will be readily available electronically, including
  information from narrative documents



                                             www.healthstory.com
Goals


 Bridge the gap between narrative documents
  and structured data
 Encourage proliferation of information for the
  EHR




                                        www.healthstory.com
Based on HL7 CDA

Clinical Document Architecture Requirements
 Human readable document
      Must be presentable as a document
  
      Rendered version covers clinical information intended by the
  
      author
 Can contain machine-processable data
 Cross platform and application independent
 Can be transformed with style sheets




                                                         www.healthstory.com
Adoption

 Incremental adoption overcomes the “not me
  first” dilemma
 Not dependent on recipient’s ability to receive or
  process
 Reverse adoption (can encode headers of
  existing documents)
 Non-proprietary
 Readable with any browser



                                         www.healthstory.com
Encoding

 Does not preclude “once and done” concept
 Compatible with Speech
  Understanding/Recognition
 Can be facilitated by Natural Language
  Processing
 Leverage existing relationships with
  transcriptionists/editors/knowledge based
  workers
 Potential for automated coding (billing)
 Supports data abstraction/research


                                     www.healthstory.com
Accessible Clinical Data




                www.healthstory.com
User Experience
      GE/RISL
       The Missing Link in
Information Capture in Healthcare
  Kim Stavrinakis
  Sr. Manager, Product Definition, GE Healthcare




                                                   www.healthstory.com
Clinical Document Architecture


          Why CDA?


           Precision
           Reporting

       Radiology Imaging
       of Lakeland Florida


                        www.healthstory.com
Why CDA?

 Radiology results is key tool in providing diagnosis
 Results need to be:
      concise
  
      consistent representing the highest quality
  
      precipitate alerts before the report is distributed
  
 Radiology Information System
      rich in data
  
      eliminates redundancy
  
      streamlines workflow
  
 CDA benefits
      standard for clinical communication
  
      foundation for structuring data
  


                                                    www.healthstory.com
Precision Reporting
                       Building a reporting tool that
                       leverages standards for
                       structuring data that
                           drives patient care
  Screen                   drives outcomes for best
  shot of                   practices
  report                   drives research for better patient
  with halo                 care and outcomes




    Utilizing data at each point of care that
culminates in rich information for the radiologist

                                               www.healthstory.com
Key Workflows

 Self Editing
      real time – read, proof, sign each exam
  
      batch mode - read multiple exams then sign via signature queue
  
      VR edits
  
      Option to send to Medical Editor during reporting process
  

 Batch Option – dynamic combinations of
  workflow based on confidence models
      user based thresholds that determines how report is
  
      returned/reviewed to signature queue
      preliminary/draft to signature queue
  
      transcriptionist then preliminary to signature queue
  

 Transcriptionist – Medical Editor workflow


                                                         www.healthstory.com
Results Reporting Workflow
                                       Data Center

          Dictation Report in
                                                                 Edit Mode using
          conversational
                                                                 local capture tool –
          speaking
                                                                 can either type to
                                                                 correct or voice
                                                                 commands




                                When dictation is
                                                     Report is returned
Dictating the                    complete and
                                                      ready for edits
 Procedure                       EOL is pushed
                                                             www.healthstory.com
Results Reporting Workflow 2
                                              Data Center


                           After final sign
                             the report is
 Edit Mode using
 local capture tool –
                            processed in
 voice in selection
                           the NLP engine
 between brackets

                             for learning




               Voice in options
                      for
                brackets, sign
               report, add via
                 voice more
               dictation in the
                sections, then
                     sign
                                                 www.healthstory.com
Results Reporting Batch Mode




                                   Report goes to
Dictating the                    Medical Editor or
                     When
 Procedure                       signature queue,
                  dictation is
                                 Radiologist moves
                   complete
                                  on to next exam
                                                     www.healthstory.com
Understanding Diagnostic Reporting




                 Values                        Benefits                             Attributes
              Means (Why?)                      Does (How?)                             Is (What?)
  • Enables easy Radiologist          • Easy to create reports using a       • Multiple modes of workflow
    adoption by adjusting to your       variety of workflow models             around dictation
    workflow
  • Focus time on findings and        • Speedy process                       • Pre-configured document models
    results
  • Capture a competitive advantage   • No re-dictate existing information   • Compliance alerts
    over other RAD groups
  • Increase revenue with more        • Easily identify items to be          • Pre-populated patient information
    reports / day                       confirmed or corrected; Deliver
                                        reports to referring MDs faster

Source: GE analysis                                                                       www.healthstory.com
Radiology Imaging of Lakeland Florida




Radiology & Imaging Specialists (RIS)
 physician-owned
 twenty board-certified radiologists
 many sub-specialized
 live since November 12, 2008




                                        www.healthstory.com
“You didn’t change the radiologists’ work,
  and that is what made it easy on me.”
 David Marichal, CIO, Radiology and Imaging
           Spec. of Lakeland, FL




                                     www.healthstory.com
Results
VOC:
     flexibility is key
 
      • full-time rads: 70% Medical Editor workflow/30% self-edit
      • part-time rads can use it in batch digital dictation mode
     rads love not having to dictate accession #,
 
     name, signs/symptoms, etc…
     quality of the engine is very good
 
     self-edit for stat exams has reduced # of calls
 
     from the hospital




                                                          www.healthstory.com
Conversational Documentation
… transformation of dictation directly into
structured clinical documents while encoding
data depending on the care givers and
organizations needs

                                       EHR




                                      www.healthstory.com
Meaningful Clinical Documents

Meaningful Clinical Documents are a blend between
free form text and fully structured documentation that
    represent the thought process, and

    capture the clinical facts





                                             www.healthstory.com
How it Works




    www.healthstory.com
The Health Story Project and
Meaningful Clinical Documents
           The Missing Link in
    Information Capture in Healthcare
      Kim Stavrinakis
      Sr. Manager, Product Definition, GE Healthcare




                                                       www.healthstory.com
Meaningful Clinical Documents vs. Text

 Structured and encoded clinical content enables…
      pre-signature alerts,
  
      decision support,
  
      best documentation practices,
  
      multiple output formats,
  
      multi-media reporting,
  
      data mining
  

 Implements HL7 CDA4CDT standard compliant
  document types
 Increases quality of documentation



                                       www.healthstory.com
Health Story Document Types

Implementation Guides
Completed
   History & Physical
   Consultation
   Operative Report
   DICOM Imaging Reports

Upcoming
   Discharge Summary w/IHE
   Billing and Reimbursement Requirements
   Progress Notes
   .PDF work with Adobe

                                             www.healthstory.com
Project Members

Founders


Promoters


Original Benefactors:




Participants

                               www.healthstory.com
Conclusion




             www.healthstory.com
Crossing the Chasm…Babel Must Go

 Medical text “typed” from dictation
  has “no meaning”
      black marks on a page…
  
      info must be tagged as discrete data
  
      elements in order to assign meaning
 Clinical documentation uses wide variety
  of terms with same meaning….
      and terms that sound the same that have
  
      different meanings…..
      authors have a wide variety of styles, accents,
  
      methods of dictation…


                                                   www.healthstory.com
Health Story…

 Captures meaningful clinical documents
 Is the bridge between
      free form narrative and expressive notes, and
  
      fully structured clinical data
  

 Improves the quality of clinical documentation
 Generates semantically interoperable clinical
  data that will
      solve the fundamental challenges with EMRs - allowing clinical
  
      decision support, alerts, decision support, data mining
      enable interoperability, reporting, patient safety initiatives, PQRI
  
      (pay for performance), PSI (patient safety indicators) and improve
      billing data capture



                                                           www.healthstory.com
Impact

 Allows providers to maintain preferred workflow
  and documentation methods
 Increases the value and usability of narrative
  documents (dictation/trans, SRT)
 Accelerates the implementation of interoperable
  electronic health records
 Allows reuse of information




                                        www.healthstory.com
Getting Involved

 Join the Health Story Project
      www.healthstory.com
  

 Participate in HL7 Structured Document
  work group
 Participate in HL7 ballots
 Encourage implementation
      EHR vendor adoption
  
      provider preference
  
      transcription RFPs
  




                                    www.healthstory.com
Membership Options and Benefits




                       www.healthstory.com
Q&A


Kim Stavrinakis
Sr. Manager, Product Definition, GE Healthcare




                                                 www.healthstory.com
Where You Can Find Me
Nick van Terheyden, MD, CMO, M*Modal
Twitter                    http://twitter.com/drnic1
Technorati                 http://technorati.com/people/technorati/nvt1
RSSSpeech Understanding    http://speechunderstanding.blogspot.com/feeds/posts/default
MyBlogLog                  http://www.mybloglog.com/buzz/members/nvt
LinkedIn                   http://www.linkedin.com/in/nickvt
Plaxo                      http://nvt.myplaxo.com
FaceBook                   http://profile.to/drnick
Digg                       http://digg.com/users/nvt1
Delicious                  http://delicious.com/nvt1
E-Mail                     nvt@mmodal.com
GrandCentral               (301) 355-0877




                                                                    www.healthstory.com

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MTIA 2009 - Healthstory Project Overview Dictation To Clinical Data

  • 1. Welcome! The Health Story Project Dictation to Clinical Data: Automating the Production of Structured and Encoded Documents Kim Stavrinaki s MTIA Conference, April 2009 Kim Stavrinakis MHA,RT, Sr. Manager, GE Healthcare Nick van Terheyden, MD, Chief Medical Officer, M*Modal www.healthstory.com
  • 2. Presentation Overview  Background: The Current Situation  Enabling the EMR with the Missing Link  A User Experience (GE/RISL)  The Health Story Project  Conclusion www.healthstory.com
  • 3. Background The Current Situation www.healthstory.com
  • 4. Problems Facing Clinicians According to an American College of Physician Executives survey, 6 in 10 physicians have considered leaving the profession due to: burnout  low morale/depression  loss of autonomy  low reimbursement rates  patient overload  bureaucratic red tape  loss of respect, and  medical liability environment  Complexity and workload is crippling physicians and hindering their ability to deliver high quality care www.healthstory.com
  • 5. Electronic Health Record Universe Critical to the success of EHRs is to reconcile two opposing needs Enterprise need for  structured and coded information capture Physician’s practical  need for a fast and easy method for creating clinical notes. www.healthstory.com
  • 6. The Current Situation – Structured  Tedious manual process  Time-consuming  Documentation lacks expressiveness of natural language  Lack of Flexibility  Poor user interface  Cost Fails to Meet Individual Physician Time vs.  Benefit Test Cultural resistance   Oblivious to HIM Requirements Direct Data Entry:  Incomplete and Inadequate Semantic Structured and encoded information. Standards www.healthstory.com
  • 7. “Although completing such templates may help physicians survive a report-card review, it directs them to ask restrictive questions rather than engaging in a narrative-based, open-ended dialogue.” Pamela Hartzband, M.D., and Jerome Groopman, M.D. n engl j med 358;16 april 17, 2008 www.healthstory.com
  • 8. The Current Situation  Transcription can be expensive  Subject to longer turn-around times  Clinical data lost, because documents are neither structured nor encoded  Majority of attested information is only in the document  Contains the detail and comprehensive scope of patient information  Support human decision making  Reimbursement is based on narrative documentation  Retains current workflow, favored by physicians  Interoperable Dictation:  Under utilized source of data for EMR Fast and easy, expressive. www.healthstory.com
  • 9. The Current Situation  High cost of documentation Cost of ownership and physician time vs. transcription cost   60% of the data lost to the EHR  Care process inefficiencies and impact on quality www.healthstory.com
  • 10. Enabling the EMR The Missing Link in Information Capture in Healthcare www.healthstory.com
  • 11. Data Entry Time  The average physician spends 33 seconds dictating an establish office visit  92% of all office visits are established  If the average physician sees 40 patients a day, total dictation time of 30 minutes plus time to search for the data.  Using a traditional EHR application, the same number of patients would require 140 minutes of data entry time.  Physicians are not willing to spend an additional 90 minutes per day for data entry. (40 X 92% x 33 seconds) + (40 x 8% x 125) = < 30 minutes per day www.healthstory.com Data and Chart courtesy Mark R. Anderson, FHIMSS, CPHIMS, CEO, AC Group
  • 12. Crossing the Chasm… What if you could continue to use narrative and dictation and at the same time increase usage of the EMR and make more records available for the health information exchange? www.healthstory.com
  • 13. Health Story Project Vision  Comprehensive electronic clinical records that tell a patient’s complete health story  All of the clinical information required for good patient care  administration  reporting and  research   will be readily available electronically, including information from narrative documents www.healthstory.com
  • 14. Goals  Bridge the gap between narrative documents and structured data  Encourage proliferation of information for the EHR www.healthstory.com
  • 15. Based on HL7 CDA Clinical Document Architecture Requirements  Human readable document Must be presentable as a document  Rendered version covers clinical information intended by the  author  Can contain machine-processable data  Cross platform and application independent  Can be transformed with style sheets www.healthstory.com
  • 16. Adoption  Incremental adoption overcomes the “not me first” dilemma  Not dependent on recipient’s ability to receive or process  Reverse adoption (can encode headers of existing documents)  Non-proprietary  Readable with any browser www.healthstory.com
  • 17. Encoding  Does not preclude “once and done” concept  Compatible with Speech Understanding/Recognition  Can be facilitated by Natural Language Processing  Leverage existing relationships with transcriptionists/editors/knowledge based workers  Potential for automated coding (billing)  Supports data abstraction/research www.healthstory.com
  • 18. Accessible Clinical Data www.healthstory.com
  • 19. User Experience GE/RISL The Missing Link in Information Capture in Healthcare Kim Stavrinakis Sr. Manager, Product Definition, GE Healthcare www.healthstory.com
  • 20. Clinical Document Architecture Why CDA? Precision Reporting Radiology Imaging of Lakeland Florida www.healthstory.com
  • 21. Why CDA?  Radiology results is key tool in providing diagnosis  Results need to be: concise  consistent representing the highest quality  precipitate alerts before the report is distributed   Radiology Information System rich in data  eliminates redundancy  streamlines workflow   CDA benefits standard for clinical communication  foundation for structuring data  www.healthstory.com
  • 22. Precision Reporting Building a reporting tool that leverages standards for structuring data that  drives patient care Screen  drives outcomes for best shot of practices report  drives research for better patient with halo care and outcomes Utilizing data at each point of care that culminates in rich information for the radiologist www.healthstory.com
  • 23. Key Workflows  Self Editing real time – read, proof, sign each exam  batch mode - read multiple exams then sign via signature queue  VR edits  Option to send to Medical Editor during reporting process   Batch Option – dynamic combinations of workflow based on confidence models user based thresholds that determines how report is  returned/reviewed to signature queue preliminary/draft to signature queue  transcriptionist then preliminary to signature queue   Transcriptionist – Medical Editor workflow www.healthstory.com
  • 24. Results Reporting Workflow Data Center Dictation Report in Edit Mode using conversational local capture tool – speaking can either type to correct or voice commands When dictation is Report is returned Dictating the complete and ready for edits Procedure EOL is pushed www.healthstory.com
  • 25. Results Reporting Workflow 2 Data Center After final sign the report is Edit Mode using local capture tool – processed in voice in selection the NLP engine between brackets for learning Voice in options for brackets, sign report, add via voice more dictation in the sections, then sign www.healthstory.com
  • 26. Results Reporting Batch Mode Report goes to Dictating the Medical Editor or When Procedure signature queue, dictation is Radiologist moves complete on to next exam www.healthstory.com
  • 27. Understanding Diagnostic Reporting Values Benefits Attributes Means (Why?) Does (How?) Is (What?) • Enables easy Radiologist • Easy to create reports using a • Multiple modes of workflow adoption by adjusting to your variety of workflow models around dictation workflow • Focus time on findings and • Speedy process • Pre-configured document models results • Capture a competitive advantage • No re-dictate existing information • Compliance alerts over other RAD groups • Increase revenue with more • Easily identify items to be • Pre-populated patient information reports / day confirmed or corrected; Deliver reports to referring MDs faster Source: GE analysis www.healthstory.com
  • 28. Radiology Imaging of Lakeland Florida Radiology & Imaging Specialists (RIS)  physician-owned  twenty board-certified radiologists  many sub-specialized  live since November 12, 2008 www.healthstory.com
  • 29. “You didn’t change the radiologists’ work, and that is what made it easy on me.” David Marichal, CIO, Radiology and Imaging Spec. of Lakeland, FL www.healthstory.com
  • 30. Results VOC: flexibility is key  • full-time rads: 70% Medical Editor workflow/30% self-edit • part-time rads can use it in batch digital dictation mode rads love not having to dictate accession #,  name, signs/symptoms, etc… quality of the engine is very good  self-edit for stat exams has reduced # of calls  from the hospital www.healthstory.com
  • 31. Conversational Documentation … transformation of dictation directly into structured clinical documents while encoding data depending on the care givers and organizations needs EHR www.healthstory.com
  • 32. Meaningful Clinical Documents Meaningful Clinical Documents are a blend between free form text and fully structured documentation that represent the thought process, and  capture the clinical facts  www.healthstory.com
  • 33. How it Works www.healthstory.com
  • 34. The Health Story Project and Meaningful Clinical Documents The Missing Link in Information Capture in Healthcare Kim Stavrinakis Sr. Manager, Product Definition, GE Healthcare www.healthstory.com
  • 35. Meaningful Clinical Documents vs. Text  Structured and encoded clinical content enables… pre-signature alerts,  decision support,  best documentation practices,  multiple output formats,  multi-media reporting,  data mining   Implements HL7 CDA4CDT standard compliant document types  Increases quality of documentation www.healthstory.com
  • 36. Health Story Document Types Implementation Guides Completed  History & Physical  Consultation  Operative Report  DICOM Imaging Reports Upcoming  Discharge Summary w/IHE  Billing and Reimbursement Requirements  Progress Notes  .PDF work with Adobe www.healthstory.com
  • 38. Conclusion www.healthstory.com
  • 39. Crossing the Chasm…Babel Must Go  Medical text “typed” from dictation has “no meaning” black marks on a page…  info must be tagged as discrete data  elements in order to assign meaning  Clinical documentation uses wide variety of terms with same meaning…. and terms that sound the same that have  different meanings….. authors have a wide variety of styles, accents,  methods of dictation… www.healthstory.com
  • 40. Health Story…  Captures meaningful clinical documents  Is the bridge between free form narrative and expressive notes, and  fully structured clinical data   Improves the quality of clinical documentation  Generates semantically interoperable clinical data that will solve the fundamental challenges with EMRs - allowing clinical  decision support, alerts, decision support, data mining enable interoperability, reporting, patient safety initiatives, PQRI  (pay for performance), PSI (patient safety indicators) and improve billing data capture www.healthstory.com
  • 41. Impact  Allows providers to maintain preferred workflow and documentation methods  Increases the value and usability of narrative documents (dictation/trans, SRT)  Accelerates the implementation of interoperable electronic health records  Allows reuse of information www.healthstory.com
  • 42. Getting Involved  Join the Health Story Project www.healthstory.com   Participate in HL7 Structured Document work group  Participate in HL7 ballots  Encourage implementation EHR vendor adoption  provider preference  transcription RFPs  www.healthstory.com
  • 43. Membership Options and Benefits www.healthstory.com
  • 44. Q&A Kim Stavrinakis Sr. Manager, Product Definition, GE Healthcare www.healthstory.com
  • 45. Where You Can Find Me Nick van Terheyden, MD, CMO, M*Modal Twitter http://twitter.com/drnic1 Technorati http://technorati.com/people/technorati/nvt1 RSSSpeech Understanding http://speechunderstanding.blogspot.com/feeds/posts/default MyBlogLog http://www.mybloglog.com/buzz/members/nvt LinkedIn http://www.linkedin.com/in/nickvt Plaxo http://nvt.myplaxo.com FaceBook http://profile.to/drnick Digg http://digg.com/users/nvt1 Delicious http://delicious.com/nvt1 E-Mail nvt@mmodal.com GrandCentral (301) 355-0877 www.healthstory.com