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JAAOS Plus Webinar: Deep Learning and Multimodal Artificial Intelligence in Orthopaedic Surgery
Format:
Webinars
Location:
Date:
June 4, 2024
Time:
7:15 PM - 8:15 PM CT
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Credits:
1.00 CME

This webinar is an AAOS member benefit!

AAOS members attend for free.

 

Can't make the live webinar? You can still register to receive a notification when the recording is available. You will have access for 2 years!

 

Description: JAAOS Plus Webinar: Deep Learning and Multimodal Artificial Intelligence in Orthopaedic Surgery

This review article focuses on the applications of deep learning with
neural networks and multimodal neural networks in the orthopaedic
domain. By providing practical examples of how artificial intelligence (AI) is being applied successfully in orthopaedic surgery, particularly in the realm of imaging data sets and the integration of clinical data, this study aims to provide orthopaedic surgeons with the necessary tools to not only evaluate existing literature but also to consider AI’s potential in their own clinical or research pursuits. We first review standard deep neural networks which can analyze numerical clinical variables, then describe convolutional neural networks which can analyze image data, and then introduce multimodal AI models which analyze various types of different data. Then, we contrast these deep learning techniques with related but more limited techniques such as radiomics, describe how to interpret deep learning studies, and how to initiate such studies at your institution. Ultimately, by empowering orthopaedic surgeons with the knowledge and know-how of deep learning, this review aspires to facilitate the translation of research into clinical practice, thereby enhancing the efficacy and precision of real world orthopaedic care for patients.

 

Learning Objectives:

- Understand the difference between classical machine learning, radiomics, deep neural networks, convolutional neural networks, and multimodal AI

- Understand how to critically appraise studies using deep learning 

 

Director: Wakenda Tyler, MD, MPH, FAAOS

Faculty: Anthony Bozzo, MD, MSc, FRCSC, James M. G. Tsui, MD, PhD, FRCPC, Sahir Bhatnagar, PhD, Jonathan Forsberg, MD, PhD

 

The American Academy of Orthopaedic Surgeons is accredited by the Accreditation Council for Continuing Medical Education to provide continuing medical education (CME) for physicians. The American Academy of Orthopaedic Surgeons 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.

 

 

    • List Price - $35.00
    • Member Price - $0.00
    • Resident Price - $0.00
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