Prof. Deborah Marshall Profile

Prof. Deborah Marshall

at Icahn School of Medicine at Mount Sinai

SPIE Involvement:

Author

Publications (1)

This will count as one of your downloads.

You will have access to both the presentation and article (if available).

DOWNLOAD NOW

This content is available for download via your institution's subscription. To access this item, please sign in to your personal account.

Email or Username Forgot your username?

Password Forgot your password?

Show

Keep me signed in

No SPIE account? Create an account

Proceedings Article | 10 April 2023 Poster + Paper

Evaluating imaging reproducibility of portable ultrasound devices with histogram analysis: a phantom study

Jing Wang, Boran Zhou, Deborah Marshall, Mylin Torres, Xiaofeng Yang, Tian Liu

Proceedings Volume 12470, 124700X (2023) https://doi.org/10.1117/12.2654085

KEYWORDS: Histograms, Reproducibility, Portability, Transducers, Head, Ultrasound transducers, Ultrasonography, Scanners, Radiomics, Feature extraction

Read Abstract +

Ultrasound (US) imaging is a widely used imaging modality for tumor diagnosis, image-guided intervention, and therapy response assessment in cancer management. However, one major limitation hindering the use of quantitative US is the lack of reproducibility when applied across different institutions and clinical settings. We propose a histogram-based method to examine the imaging reproducibility of US scanners. We tested this method on 8 portable US devices, which included 4 convex and linear dual head scanners and 4 transvaginal probes, providing 3 types of transducers and containing 4 probes of each model. B-mode images were obtained from a Sun Nuclear phantom with fixed scanning settings, and a region of interest (ROI) capturing the uniform background tissue was used to obtain a pixel intensity histogram. Eight histogram-based features were calculated: entropy, meanDeviation, uniformity, mean, median, variance, root-mean-square (RMS), and standard deviation (STDEV). The feature variances among the 4 probes in each group were used to assess their imaging reproducibility. For the convex US transducers, most histogram features varied within 5%. For the linear US, all histogram features varied within 15%. For the transvaginal US, most histogram features varied within 10%. These experiments provide valuable reproducibility measurements of the portable US devices, which are critical for performing multi-center quantitative studies.

My Library

You currently do not have any folders to save your paper to! Create a new folder below.

Folder Name

Folder Description

View contact details

UPDATE YOUR PROFILE

Is this your profile? Update it now.

Sign into your SPIE.org account

Don’t have a profile and want one?

Create an account on SPIE.org

Access to the requested content is limited to institutions that have purchased or subscribe to SPIE eBooks. You are receiving this notice because your organization may not have SPIE eBooks access.*

*Shibboleth/Open Athens users─please sign in to access your institution's subscriptions.

To obtain this item, you may purchase the complete book in print or electronic format on SPIE.org.

ORGANIZATIONAL
Sign in with credentials provided by your organization.

Organizational Username

Organizational Password

Show/Hide Password

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

Members:

Non-members: ADD TO CART

Keywords/Phrases

Search In:

Publication Years