Beyond Pain Scores: Using Machine Learning to bring Integrative Medicine to Pain Management

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  • Overview

    Pain management and Interventional pain management are quickly growing fields in medicine. Emerging science and treatment options for patient care are growing rapidly and it is important for clinicians specializing in this field of medicine to know, understand and evaluate available options to be able to continue to provide the best treatment options and quality of care for patients. It is vitally important for clinicians to understand best practices and practice guidelines to ensure that they are offering the best care, remaining in compliance to lessen exposure and liability while still ensuring access to care and the best treatment outcomes for patients.

    This certified CME activity will unite pain practitioners from across the United States, Europe & Caribbean including; engineers, researchers, anesthesiologists, neurosurgeons, neurologists, and pain medicine specialists. Our goal is to present cutting edge date and information to practitioners of all levels and provide a forum to interact and discuss evidence based medicine to improve the quality of care and access to care for patients.

    Supported by by unrestricted educational grant from Boston Scientific.

  • Learning Objectives

    Upon completion of this activity, the participant should be able to:

    • Recall measures of pain beyond pain scores
    • Discuss the role of artificial intelligence and machine learning in medicine

    • Review a case study in machine learning: Chronic Pain during Covid-19
    • Review a case study in machine learning
    • Enhance their multi-dimensional understanding of the pain patient
    • Research ways to incorporate machine learning to predict pain and personalize pain therapy to the pain patient
    • Accreditation

       

      Jointly Provided by Evolve Medical Education, LLC and Mantra Meetings. 

             

      This activity has been planned and implemented in accordance with the accreditation requirements and policies of the Accreditation Council for Continuing Medical Education (ACCME) through the joint providership of Evolve Medical Education, LLC; Mantra Meetings; and the American Society of Pain & Neuroscience (ASPN). Evolve Medical Education, LLC is accredited by the ACCME to provide continuing medical education for physicians.

      Evolve Medical Education designates this live activity for a maximum of 1.50 AMA PRA Category 1 Credit™. Physicians should claim only the credit commensurate with the extent of their participation in the activity.

    • Participation Method

      In order to obtain credit, proceed through the program, complete the post-test, evaluation and submit for credit.

      Course Viewing Requirements

      Supported Browsers:
      Internet Explorer 11 for Windows
      Edge (recent versions; Chromium-based) for Windows
      Google Chrome (recent versions) for Windows, Mac OS, iOS, Android, or Linux
      Mozilla Firefox (recent versions) for Windows, Mac OS, iOS, Android, or Linux
      Safari (recent versions) for Mac OSX, or iOS

      Hardware Requirements:
      4GB+ RAM
      Recommended internet speed 5Mbps+

    • Faculty and Disclosures

      Ajay Antony, MD

      Ajay Antony, MD

      None

      David H. Frakes, PhD

      David H. Frakes, PhD

      None

      Richard Rauck, MD

      Richard Rauck, MD

      None

      Jeffrey Rogers, PhD

      Jeffrey Rogers, PhD

      None

      Simon Thomson, MBBS, FFPMRCA

      Simon Thomson, MBBS, FFPMRCA

      None

      Dawood Sayed, MD

      Dawood Sayed, MD

      Vice-Chairman of the Board, The American Society of Pain and Neuroscience (ASPN)
      Chief of Pain Medicine
      Professor of Anesthesiology and Pain Medicine
      The University of Kansas Health System



      DISCLOSURE POLICY
      It is the policy of Evolve that faculty and other individuals who are in the position to control the content of this activity disclose any real or apparent conflicts of interest relating to the topics of this educational activity. Evolve has full policies in place that will identify and mitigate all conflicts of interest prior to this educational activity.

      The following faculty/staff members have the following financial relationships with commercial interests:

      Ajay Antony, MD,

      and/or spouse/partner has had a financial agreement or affiliation during the past year with the following commercial interest in the form of Consultant: Abbott, Boston Scientific, PainTEQ; Grant/Research Support: Abbott, Boston Scientific, Nalu, PainTEQ, SPR Therapeutics.

      David H. Frakes, PhD,

      has no financial relationships to disclose.

      Richard Rauck, MD,and/or spouse/partner has had a financial agreement or affiliation during the past year with the following commercial interest in the form of Consultant: Boston Scientific, Mainstay Medical, Presidio; Grant/Research Support: Boston Scientific, Nalu Medical, SPR Therapeutics, Nevro Corp., Medtronic, Mainstay Medical, Saluda Medical; Speaker’s Bureau: Boston Scientific.

      Jeffrey Rogers, PhD,

      has no financial relationships to disclose, and/or spouse/partner has had a financial agreement or affiliation during the past year with the following commercial interest in the form of Grant/Research Support: IBM, Boston Scientific.

      Simon Thomson, MBBS, FFPMRCA,

      and/or spouse/partner has had a financial agreement or affiliation during the past year with the following commercial interest in the form of Consultant: Boston Scientific; Grant/Research Support: My institution; Boston Scientific, Saluda Medical, Mainstay Medical, NIHR; Speaker’s Bureau: Boston Scientific.

      Dawood Sayed, MD, and/or spouse/partner has had a financial agreement or affiliation during the past year with the following commercial interest in the form of Consultant: Abbott, Boston Scientific, Medtronic, Vertos Medical, PainTEQ; Grant/Research Support: Nevro Corp.; Shareholder: PainTEQ, NeuraLace Medical, Vertos Medical, SPR Therapeutics.

      The Evolve staff and planners have no financial relationships with commercial interests.
      Kenneth B. Chapman, MD, peer reviewer, has no relevant financial relationships with commercial interests.

    • Disclaimer

      OFF-LABEL STATEMENT
      This educational activity may contain discussion of published and/or investigational uses of agents that are not indicated by the FDA. The opinions expressed in the educational activity are those of the faculty. Please refer to the official prescribing information for each product for discussion of approved indications, contraindications, and warnings.

      DISCLAIMER
      The views and opinions expressed in this educational activity are those of the faculty and do not necessarily represent the views of Evolve, Mantra Meetings, the American Society of Pain & Neuroscience (ASPN), or Boston Scientific. 

       

    • System Requirements

      • Supported Browsers (2 most recent versions):
        • Google Chrome for Windows, Mac OS, iOS, and Android
        • Apple Safari for Mac OS and iOS
        • Mozilla Firefox for Windows, Mac OS, iOS, and Android
        • Microsoft Edge for Windows
      • Recommended Internet Speed: 5Mbps+

    • Publication Dates

      Expiration Date:

    1.50 credits
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