Innovations in Multiple Sclerosis Care: The Impact of Artificial Intelligence via Machine Learning on Clinical Research and Decision-Making

ACTIVITY AVAILABLE ONLINE: To access the article and evaluation online, go to https://www.highmarksce.com/mscare. TARGET AUDIENCE: The target audience for this activity is physicians, advanced practice clinicians, nursing professionals, mental health professionals, social workers, and other health care providers involved in the management of individuals with multiple sclerosis (MS). LEARNING OBJECTIVE: Recognize differences between supervised and unsupervised learning to better understand and evaluate their strengths, limitations, and relevance to the diagnosis and care for individuals with MS. Describe how machine learning techniques can assist with MS diagnosis, personalize treatment plans, and optimize rehabilitation strategies for improved patient outcomes in order to be able to apply this technology to patient care. ACCREDITATION: In support of improving patient care, this activity has been planned and implemented by the Consortium of Multiple Sclerosis Centers (CMSC) and Intellisphere, LLC. The CMSC is jointly accredited by the Accreditation Council for Continuing Medical Education (ACCME), the Accreditation Council for Pharmacy Education (ACPE), and the American Nurses Credentialing Center (ANCC), to provide continuing education for the healthcare team. This activity was planned by and for the health care team, and learners will receive .5 Interprofessional Continuing Education (IPCE) credit for learning and change. PHYSICIANS: The CMSC designates this journal-based activity for a maximum of 1.0 AMA PRA Category 1 Credit(s)™. Physicians should claim only the credit commensurate with the extent of their participation in the activity. NURSES: The CMSC designates this enduring material for 1.0 contact hour of nursing continuing professional development (NCPD) (none in the area of pharmacology). PSYCHOLOGISTS: This activity is awarded 1.0 CE credits. SOCIAL WORKERS: As a Jointly Accredited Organization, the CMSC is approved to offer social work continuing education by the Association of Social Work Boards (ASWB) Approved Continuing Education (ACE) program. Organizations, not individual courses, are approved under this program. Regulatory boards are the final authority on courses accepted for continuing education credit. Social workers completing this course receive 1.0 general continuing education credits. DISCLOSURES: It is the policy of the Consortium of Multiple Sclerosis Centers to mitigate all relevant financial disclosures from planners, faculty,