Deep learning-based breast cancer classification through medical imaging modalities: state of the art and research challenges
Breast cancer is a common and fatal disease among women worldwide. Therefore, the early
and precise diagnosis of breast cancer plays a pivotal role to improve the prognosis of …
and precise diagnosis of breast cancer plays a pivotal role to improve the prognosis of …
Artificial intelligence in breast imaging
This article reviews current limitations and future opportunities for the application of
computer-aided detection (CAD) systems and artificial intelligence in breast imaging …
computer-aided detection (CAD) systems and artificial intelligence in breast imaging …
Novel approaches to screening for breast cancer
Screening for breast cancer reduces breast cancer–related mortality and earlier detection
facilitates less aggressive treatment. Unfortunately, current screening modalities are …
facilitates less aggressive treatment. Unfortunately, current screening modalities are …
Breast density implications and supplemental screening
A Vourtsis, WA Berg - European radiology, 2019 - Springer
Digital breast tomosynthesis (DBT) has been widely implemented in place of 2D
mammography, although it is less effective in women with extremely dense breasts. Breast …
mammography, although it is less effective in women with extremely dense breasts. Breast …
The role of ultrasound in screening dense breasts—a review of the literature and practical solutions for implementation
D Thigpen, A Kappler, R Brem - Diagnostics, 2018 - mdpi.com
Breast cancer is the second leading cause of cancer death in women. Estimates indicate a
nearly 40% breast cancer mortality reduction when screening women annually starting at …
nearly 40% breast cancer mortality reduction when screening women annually starting at …
Multi-view stereoscopic attention network for 3D tumor classification in automated breast ultrasound
As the new generation of breast cancer screening tools, automated breast ultrasound
(ABUS) has some difficulties of the long interpretation time in clinical application. A computer …
(ABUS) has some difficulties of the long interpretation time in clinical application. A computer …
Automated breast ultrasound screening for dense breasts
Mammography is the primary screening method for breast cancers. However, the sensitivity
of mammographic screening is lower for dense breasts, which are an independent risk factor …
of mammographic screening is lower for dense breasts, which are an independent risk factor …
Convolutional neural network for breast and thyroid nodules diagnosis in ultrasound imaging
X Liang, J Yu, J Liao, Z Chen - BioMed Research International, 2020 - Wiley Online Library
Objective. The incidence of superficial organ diseases has increased rapidly in recent years.
New methods such as computer‐aided diagnosis (CAD) are widely used to improve …
New methods such as computer‐aided diagnosis (CAD) are widely used to improve …
[HTML][HTML] Artificial intelligence in breast cancer diagnosis and personalized medicine
Breast cancer is a significant cause of cancer-related mortality in women worldwide. Early
and precise diagnosis is crucial, and clinical outcomes can be markedly enhanced. The rise …
and precise diagnosis is crucial, and clinical outcomes can be markedly enhanced. The rise …
Screening breast ultrasound using handheld or automated technique in women with dense breasts
WA Berg, A Vourtsis - Journal of breast imaging, 2019 - academic.oup.com
In women with dense breasts (heterogeneously or extremely dense), adding screening
ultrasound to mammography increases detection of node-negative invasive breast cancer …
ultrasound to mammography increases detection of node-negative invasive breast cancer …