Objective assessment of medical image quality: does AI change our paradigm?

Kyle J. Myers

doi:10.1117/12.2679592

28 September 2023 Objective assessment of medical image quality: does AI change our paradigm?

Kyle J. Myers

Proceedings Volume PC12655, Emerging Topics in Artificial Intelligence (ETAI) 2023; PC1265504 (2023) https://doi.org/10.1117/12.2679592
Event: SPIE Nanoscience + Engineering, 2023, San Diego, California, United States

Abstract

Image Science provides a framework for the objective assessment of image quality. This framework has been used in the evaluation of medical imaging devices by the FDA, with examples including iterative reconstruction algorithms for computed tomography (CT) and their potential to reduce radiation dose to patients as well as display systems optimized for specific tasks. My talk will describe the Image Science framework in general, examine its use by FDA in the evaluation of medical imaging devices, and consider how computational modeling and database development efforts can address knowledge gaps that challenge the evaluation of newer AI-enabled medical imaging applications.

Conference Presentation

Citation Download Citation

Kyle J. Myers "Objective assessment of medical image quality: does AI change our paradigm?", Proc. SPIE PC12655, Emerging Topics in Artificial Intelligence (ETAI) 2023, PC1265504 (28 September 2023); https://doi.org/10.1117/12.2679592

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available