Analysis considerations for multimodal based approaches in diagnostics

Paula Villarreal; Suimin Qiu M.D.; Xingde Li; Rongguang Liang; Gracie Vargas

doi:10.1117/12.2657771

6 March 2023 Analysis considerations for multimodal based approaches in diagnostics

Paula Villarreal, Suimin Qiu M.D., Xingde Li, Rongguang Liang, Gracie Vargas

Proceedings Volume PC12370, Design and Quality for Biomedical Technologies XVI; PC1237008 (2023) https://doi.org/10.1117/12.2657771
Event: SPIE BiOS, 2023, San Francisco, California, United States

Abstract

There is increased interest in use of multiple optical imaging/sensing modalities together as a means to potentially improve diagnostic outcomes. This presentation will review aspects of analysis methods that have been employed when evaluating diagnostic potential of multimodal imaging. It will include discussion of our own current/previous approaches and a thorough commentary on the methods employed in the literature with literature review focusing on multimodal diagnostic imaging. This review includes investigational as well as clinical modalities, and beyond optical imaging to other modalities. Strategies and specific recommendations for consideration of analyses during the development of multimodal approaches will be presented.

Conference Presentation

Citation Download Citation

Paula Villarreal, Suimin Qiu M.D., Xingde Li, Rongguang Liang, and Gracie Vargas "Analysis considerations for multimodal based approaches in diagnostics", Proc. SPIE PC12370, Design and Quality for Biomedical Technologies XVI, PC1237008 (6 March 2023); https://doi.org/10.1117/12.2657771

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