2022 Stronger - PH351 - AI and Collaborative Workflows Predict and Prevent Clinical Deterioration - On Demand

While artificial intelligence (AI) has demonstrated accuracy in predicting inpatient clinical deterioration, few examples exist of successful implementations in real-world settings that improve outcomes. We implemented a multidisciplinary, AI-enabled system at an academic medical center comprised of three components: (1) a machine learning model that predicts clinical deterioration; (2) a physician and bedside nurse alert system, driven by model predictions, that is sent to both the electronic health record and a mobile communication app; and (3) a multidisciplinary workflow that includes a physician and nursing team huddle, guided by a standard checklist to align the plan of care.

Target Audience

  • Nurses
  • Physicians
  • Other Healthcare Professionals

Learning Objectives

  • Discuss how machine learning can drive workflows in hospital settings.
  • Apply design principles for electronic health record applications and multidisciplinary workflows to enable key drivers for an improvement project.
  • Describe a collaborative approach leveraging artificial intelligence to improve patient outcomes and safety culture.

Additional Information

AttachmentSize
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Course summary
Available credit: 
  • 0.50 AMA PRA Category 1 Credit™
  • 0.50 ANCC
  • 0.50 General CE - Attendance
Course opens: 
09/19/2022
Course expires: 
09/21/2023

Faculty

Lisa Shieh, MD, PhD, Associate Chief Quality Officer, Stanford Health Care, Palo Alto, CA

Margaret Smith, MBA, Director of Operations, Stanford School of Medicine, Redwood City, CA

Jerri Westphal, MSN, RN, RN-BC, Manager of Nursing Informatics, EHR Optimization and Reporting, Stanford Health Care, Palo Alto, CA

 

Disclosure

As an accredited provider of continuing education, Vizient, Inc. is dedicated to ensuring this activity presents learners with only accurate, balanced, scientifically justified recommendations, and is free from promotion, marketing, and commercial bias. In accordance with The Standards for Integrity and Independence in Accredited Continuing Education, all planners, faculty, and others in control of the educational content have disclosed the absence or existence of all financial relationships (of any dollar amount) with ineligible companies within the past 24 months.
 
Ineligible companies – those companies whose primary business is producing, marketing, selling, re-selling, or distributing healthcare products used by or on patients.
 
It is Vizient’s policy that owners and employees of ineligible companies, and any individuals who refuse to disclose the absence or existence of financial relationships with any ineligible companies are disqualified from participating as planners or faculty.
 
FDA Off-Label Use
 
Faculty presenters are also expected to disclose any discussion of (1) off-label or investigational uses of FDA approved commercial products or devices or (2) products or devices not yet approved in the United States.
 
Disclosure Statements
 
Absence of Relevant Financial Relationships
 
None of the planners, faculty, or others in a position to control content for this educational activity have relevant financial relationship(s) to disclose with ineligible companies whose primary business is producing, marketing, selling, re-selling, or distributing healthcare products used by or on patients.

Accreditation Statement

In support of improving patient care, Vizient, Inc. 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.
 
 

Credit Types

Nurses (CNE)

Vizient, Inc. designates this enduring material for a maximum of 0.50 ANCC contacts hours.

Physicians (CME)

Vizient, Inc. designates this enduring material for a maximum of 0.50 AMA PRA Category 1 Credit(s)™. Physicians should claim only the credit commensurate with the extent of their participation in the activity.

Other Healthcare Professionals (General CE Credit)

Vizient, Inc. will award a maximum of 0.50 contact hours to all other healthcare professionals who successfully complete the activity. These individuals will receive a Certificate of Participation indicating the maximum credits available.

Many state licensing boards and credentialing bodies accept certificates of participation from accredited CE activities to meet CE requirements for license renewals and re-certification. It is the responsibility of the participant to contact their state licensing board and/or certifying body for verification on credit eligibility reciprocity.

 

Available Credit

  • 0.50 AMA PRA Category 1 Credit™
  • 0.50 ANCC
  • 0.50 General CE - Attendance
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