Artificial Intelligence and Molecular Pathology: An Introduction to Principles, Techniques and Applications
Description:
This lecture will cover the history, principles, and techniques of artificial intelligence (AI) systems with a focus on practical applications in molecular pathology. The lecture will emphasize the high-level principles, strengths, and weaknesses of the various methods while also providing a window into the mathematical foundations. Popular machine learning techniques ranging from traditional (e.g., linear models, clustering, decision trees) to state-of-the-art deep neural networks (large language models, convolutional networks) will be covered. AI's effect on the future of molecular pathology will be speculated with the audience's encouraged participation.
Learning Objectives:
- Explain what AI systems can accomplish in the field of molecular pathology.
- Explain the principles and capabilities of AI systems.
- Understand how to apply the principles and techniques of machine learning to construct predictive models, with a focus on supervised and unsupervised learning approaches.
- Explain the various ways that AI systems have been used in molecular pathology to-date and how state-of-the-art techniques may be used to improve current laboratory processes in the future.
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Speaker: Jamal Benhamida, MD |
Moderator: Thomas Lee,
MD, PhD |
Duration: 1 Hour
Level of Instruction: Intermediate
Date Recorded: July 18 , 2023
How to Register:
- Click the "Register Now " Button
- Log in using your AMP credentials. If you do not have an AMP account, Create a FREE account by clicking here
- Click "Complete Registration" button - you will receive a Zoom calendar invite
Continuing Education Credit Information
CME credit: 1.0CMLE credit: 1.0
Last day to claim credit: March 20, 2026
Accreditation Statements
AMA PRA Category 1 Credit(s)™
This
activity has been planned and implemented in accordance with the
Essential Areas and policies of the Accreditation Council for Continuing
Medical Education through the joint providership of American Society
for Clinical Pathology (ASCP) and Association for Molecular Pathology
(AMP). The American Society for Clinical Pathology (ASCP) is accredited
by the ACCME to provide continuing medical education for physicians.
The ASCP designates this enduring material for a maximum of 1.0 AMA PRA Category 1 Credit(s)™. Physicians should claim only credit commensurate with the extent of their participation in the activity.
CMLE
This continuing medical laboratory education activity is recognized by the American Society for Clinical Pathology for 1.0 hours
of CMLE credit. ASCP CMLE credit hours are acceptable for the ASCP
Board of Certification (BOC) Certification Maintenance Program
(CMP). CMLE credit hours meet the continuing education requirements for
the ASCP Board of Certification Credential Maintenance Program (CMP) and
state relicensure requirements for laboratory personnel. Participants
should claim only the credit commensurate with the extent of their
participation in the activity.
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