Three dimensional breast masses autodetection in cone beam breast CT

Xiaohua Zhang; Ruola Ning; Dong Yang

doi:10.1117/12.813860

3 March 2009 Three dimensional breast masses autodetection in cone beam breast CT

Xiaohua Zhang, Ruola Ning, Dong Yang

Proceedings Volume 7260, Medical Imaging 2009: Computer-Aided Diagnosis; 726027 (2009) https://doi.org/10.1117/12.813860
Event: SPIE Medical Imaging, 2009, Lake Buena Vista (Orlando Area), Florida, United States

Abstract

Cone Beam Breast CT (CBBCT) acquires 3D breast images without compression to the breast. More detailed and accurate information of breast lesions is revealed in CBBCT images. In our research, based on the observation that tumor masses are more concentrated than the surrounding tissues, we designed a weighted average filter and a threedimensional Iris filter to operate on the three-dimensional images. The basic process is: After weighted average filtering and iris filtering, a thresholding is applied to extract suspicious regions. Next, after morphological processing, suspicious regions are sorted based on their average Iris filter responses and the top 10 candidates are selected as detection results. The detection results are marked out and provided to radiologists as CAD system output. In our experiment, our method detects 12 mass locations out of 14 pathology-proven malignant clinical cases.

Citation Download Citation

Xiaohua Zhang, Ruola Ning, and Dong Yang "Three dimensional breast masses autodetection in cone beam breast CT", Proc. SPIE 7260, Medical Imaging 2009: Computer-Aided Diagnosis, 726027 (3 March 2009); https://doi.org/10.1117/12.813860

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

Members: $17.00

Non-members: $21.00 ADD TO CART

PROCEEDINGS
8 PAGES

DOWNLOAD PAPER SAVE TO MY LIBRARY

GET CITATION

RIGHTS & PERMISSIONS

Get copyright permission Get copyright permission on Copyright Marketplace

KEYWORDS

Breast

Iris recognition

Image filtering

Digital filtering

3D image processing

Tumors

Tissues

Show All Keywords

Keywords/Phrases

Search In:

Publication Years