Overall performance of compressed sensing of human breast OCT data using a predictive coding algorithm

Diego M. Song Cho; Christine P. Hendon

doi:10.1117/12.2652987

9 March 2023 Overall performance of compressed sensing of human breast OCT data using a predictive coding algorithm

Proceedings Volume PC12367, Optical Coherence Tomography and Coherence Domain Optical Methods in Biomedicine XXVII; PC123670S (2023) https://doi.org/10.1117/12.2652987
Event: SPIE BiOS, 2023, San Francisco, California, United States

Abstract

This study’s goal is to apply Denoising Predictive Coding (DN-PC), a novel compressed sensing (CS) algorithm for reconstruction of optical coherence tomography (OCT) images of breast tissue. We have assembled an image bank of representative OCT samples of normal breast and breast cancer tissue. We apply DN-PC for compression at decreasing a-line sampling rates to evaluate a relation between reconstruction behavior and image features of breast tissue as well as compare to classic downsampling and interpolation-based methods.

Conference Presentation

Citation Download Citation

Diego M. Song Cho and Christine P. Hendon "Overall performance of compressed sensing of human breast OCT data using a predictive coding algorithm", Proc. SPIE PC12367, Optical Coherence Tomography and Coherence Domain Optical Methods in Biomedicine XXVII, PC123670S (9 March 2023); https://doi.org/10.1117/12.2652987

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