January 30, 2025
11:45 AM – 12:45 PM (Temporary Timeslot)

Speaker:
Mahmut Gokmen, Institute for Biomedical Informatics, University of Kentucky

Where:
327 McVey Hall
(Zoom link: https://uky.zoom.us/j/82467171189)

Title:
Task-Specific Adaptation of Vision Foundational Models for Coronary Artery Disease Diagnosis

Abstract:
This presentation will demonstrate the application of vision foundational models in detecting, grading, and understanding the real-world implications of Coronary Artery Disease. During the session, the general architecture of a foundational model will be explained, along with how it is trained using a self-supervised technique (DINO) and how it can be adapted to task-specific structures when necessary. Additionally, the current pace of advancements in foundational models and their future potential will also be discussed.


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