Description
This presentation delves into the transformative impact of Natural Language Processing (NLP) on the field of psychiatry, highlighting how speech and language markers are becoming pivotal in diagnosing and treating mental health disorders. It will cover the evolution of NLP technologies, showcasing their ability to analyze complex patterns in speech that are indicative of various psychiatric conditions. The talk aims to shed light on the potential of NLP to revolutionize psychiatric evaluation and treatment and will conclude with a forward-looking discussion on the future directions of this exciting intersection between technology and mental health care.
Format
Recorded webinar.
This content was recorded during the Virtual Immersive on April 16, 2024.
Learning Objectives
- To understand the role of Natural Language Processing (NLP) in identifying speech and language markers for psychiatric evaluation and how these technologies are advancing the field of mental health diagnostics.
- To examine real-world applications and case studies of NLP in psychiatry, highlighting its effectiveness, challenges, and the ethical considerations of its use in clinical practice.
- To discuss the future potential and upcoming advancements in NLP that could further enhance psychiatric assessment and therapy, fostering a deeper integration of technology in mental health services.
Target Audience
Medical Students, Residents/Fellows, Psychiatrists, non-psychiatrist Physicians
Estimate Time to Complete
Estimated Duration: 1.0 hour
Program Start Date: December 19, 2024
Program End Date: December 19, 2027
How to Earn Credit
Participants who wish to earn AMA PRA Category 1 Credit™ may do so after completing all sections of the course including the evaluation. After evaluating the program, course participants will be provided with an opportunity to claim hours of participation and print an official CME certificate (physicians) or certificate of participation (non-physicians) showing the completion date and hours earned.
Continuing Education Credit
In support of improving patient care, the American Psychiatric Association 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.
The APA designates this live activity for a maximum of 1.0 AMA PRA Category 1 Credits™. Physicians should claim only the credit commensurate with the extent of their participation in the activity.
Faculty and Planner Disclosures
The American Psychiatric Association adheres to the ACCME’s Standards for Integrity and Independence in Accredited Continuing Medical Education. Any individuals in a position to control the content of a CME activity — including faculty, planners, reviewers or others — are required to disclose all relevant financial relationships with ineligible entities (commercial interests). All relevant conflicts of interest have been mitigated prior to the commencement of the activity.
Instructors
Planners
- Vishal Madaan, MD, Chief of Education and Deputy Medical Director at the American Psychiatric Association.
Accessibility for Participants with Disabilities
The American Psychiatric Association is committed to ensuring accessibility of its website to people with disabilities. Please contact the American Psychiatric Association at 202-559-3900, if you require assistance seven (7) business days prior to the start of a live webinar.
Technical Requirements
This internet-based CME activity is best experienced using any of the following:
- The latest and 2nd latest public versions of Google Chrome, Mozilla Firefox, or Safari
- Internet Explorer 11+
This Web site requires that JavaScript and session cookies be enabled. Certain activities may require additional software to view multimedia, presentation, or printable versions of the content. These activities will be marked as such and will provide links to the required software. That software may be: Adobe Acrobat Reader, Microsoft PowerPoint, and Windows Media Player.
Optimal System Configuration:
- Browser: Google Chrome (latest and 2nd latest version), Safari (latest and 2nd latest version), Internet Explorer 11.0+, Firefox (latest and 2nd latest version), or Microsoft Edge (latest and 2nd latest version)
- Operating System: Windows versions 8.1+, Mac OS X 10.5 (Leopard) +, Android (latest and 2nd latest version), or iOS/iPad OS (latest and 2nd latest version)
- Internet Connection: 1 Mbps or higher
Minimum Requirements:
- Windows PC: Windows 8.1 or higher; 1 GB (for 32-bit)/2 GB (for 64-bit) or higher RAM; Microsoft DirectX 9 graphics device with WDDM driver; audio playback with speakers for programs with video content
- Macintosh: Mac OS X 10.5 or higher with latest updates installed; Intel, PowerPC G5, or PowerPC G4 (867MHz or faster) processor; 512 MB or higher RAM; audio playback with speakers for programs with video content
For assistance: Contact educme@psych.org for questions about this activity | Contact learningcenter@psych.org for technical assistance