
CCS/ITSRCI Seminar Series on AI in Practice – January 30, 2025
January 30, 202511:45 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. Click here to see the complete list of speakers.