Automated localization and segmentation techniques for B-mode ultrasound images: A review

KM Meiburger, UR Acharya, F Molinari - Computers in biology and …, 2018 - Elsevier
B-mode ultrasound imaging is used extensively in medicine. Hence, there is a need to have
efficient segmentation tools to aid in computer-aided diagnosis, image-guided interventions …

[HTML][HTML] Foundation and methodologies in computer-aided diagnosis systems for breast cancer detection

A Jalalian, S Mashohor, R Mahmud, B Karasfi… - EXCLI …, 2017 - ncbi.nlm.nih.gov
Breast cancer is the most prevalent cancer that affects women all over the world. Early
detection and treatment of breast cancer could decline the mortality rate. Some issues such …

Breast tumor segmentation in 3D automatic breast ultrasound using Mask scoring R‐CNN

Y Lei, X He, J Yao, T Wang, L Wang, W Li… - Medical …, 2021 - Wiley Online Library
Purpose Automatic breast ultrasound (ABUS) imaging has become an essential tool in
breast cancer diagnosis since it provides complementary information to other imaging …

Deeply-supervised networks with threshold loss for cancer detection in automated breast ultrasound

Y Wang, N Wang, M Xu, J Yu, C Qin… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
ABUS, or Automated breast ultrasound, is an innovative and promising method of screening
for breast examination. Comparing to common B-mode 2D ultrasound, ABUS attains …

Tumor detection in automated breast ultrasound using 3-D CNN and prioritized candidate aggregation

TC Chiang, YS Huang, RT Chen… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Automated whole breast ultrasound (ABUS) has been widely used as a screening modality
for examination of breast abnormalities. Reviewing hundreds of slices produced by ABUS …

Complexity classes in communication complexity theory

L Babai, P Frankl, J Simon - 27th Annual Symposium on …, 1986 - ieeexplore.ieee.org
We take a complexity theoretic view of AC Yao's theory of communication complexity. A rich
structure of natural complexity classes is introduced. Besides providing a more structured …

Artificial intelligence-based breast cancer diagnosis using ultrasound images and grid-based deep feature generator

H Liu, G Cui, Y Luo, Y Guo, L Zhao… - … Journal of General …, 2022 - Taylor & Francis
Purpose Breast cancer is a prominent cancer type with high mortality. Early detection of
breast cancer could serve to improve clinical outcomes. Ultrasonography is a digital imaging …

A review on computational methods for breast cancer detection in ultrasound images using multi-image modalities

S Sushanki, AK Bhandari, AK Singh - Archives of Computational Methods …, 2024 - Springer
Breast cancer is a kind of cancer that develops and propagates from tissues of the breast
and slowly transcends the whole body, this type of tumor is found in both sexes. Early …

Self-co-attention neural network for anatomy segmentation in whole breast ultrasound

B Lei, S Huang, H Li, R Li, C Bian, YH Chou, J Qin… - Medical image …, 2020 - Elsevier
The automated whole breast ultrasound (AWBUS) is a new breast imaging technique that
can depict the whole breast anatomy. To facilitate the reading of AWBUS images and …

Automated breast ultrasonography (ABUS) in the screening and diagnostic setting: indications and practical use

R Rella, P Belli, M Giuliani, E Bufi, G Carlino… - Academic …, 2018 - Elsevier
Automated breast ultrasonography (ABUS) is a new imaging technology for automatic breast
scanning through ultrasound. It was first developed to overcome the limitation of operator …