[HTML][HTML] A curated mammography data set for use in computer-aided detection and diagnosis research
Published research results are difficult to replicate due to the lack of a standard evaluation
data set in the area of decision support systems in mammography; most computer-aided …
data set in the area of decision support systems in mammography; most computer-aided …
[HTML][HTML] VinDr-Mammo: A large-scale benchmark dataset for computer-aided diagnosis in full-field digital mammography
Mammography, or breast X-ray imaging, is the most widely used imaging modality to detect
cancer and other breast diseases. Recent studies have shown that deep learning-based …
cancer and other breast diseases. Recent studies have shown that deep learning-based …
[HTML][HTML] Computer-aided breast cancer detection and classification in mammography: A comprehensive review
Cancer is the second cause of mortality worldwide and it has been identified as a perilous
disease. Breast cancer accounts for∼ 20% of all new cancer cases worldwide, making it a …
disease. Breast cancer accounts for∼ 20% of all new cancer cases worldwide, making it a …
New frontiers: an update on computer-aided diagnosis for breast imaging in the age of artificial intelligence
OBJECTIVE. The purpose of this article is to compare traditional versus machine learning–
based computer-aided detection (CAD) platforms in breast imaging with a focus on …
based computer-aided detection (CAD) platforms in breast imaging with a focus on …
A review of computer aided detection in mammography
J Katzen, K Dodelzon - Clinical imaging, 2018 - Elsevier
Breast screening with mammography is widely recognized as the most effective method of
detecting early breast cancer and has consistently demonstrated a 20–40% decrease in …
detecting early breast cancer and has consistently demonstrated a 20–40% decrease in …
[HTML][HTML] With an eye to AI and autonomous diagnosis
In this issue of npj Digital Medicine, Abramoff and colleagues report the findings from a
prospective study that evaluates the performance of a diabetic retinopathy diagnostic system …
prospective study that evaluates the performance of a diabetic retinopathy diagnostic system …
Effectiveness of computer-aided detection in community mammography practice
JJ Fenton, L Abraham, SH Taplin… - Journal of the …, 2011 - academic.oup.com
Background Computer-aided detection (CAD) is applied during screening mammography
for millions of US women annually, although it is uncertain whether CAD improves breast …
for millions of US women annually, although it is uncertain whether CAD improves breast …
A review of computer-aided diagnosis of breast cancer: Toward the detection of subtle signs
RM Rangayyan, FJ Ayres, JEL Desautels - Journal of the Franklin Institute, 2007 - Elsevier
Mammography is the best available tool for screening for the early detection of breast
cancer. Mammographic screening has been shown to be effective in reducing breast cancer …
cancer. Mammographic screening has been shown to be effective in reducing breast cancer …
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 …
A survey of image processing algorithms in digital mammography
Mammography is at present the best available technique for early detection of breast cancer.
The most common breast abnormalities that may indicate breast cancer are masses and …
The most common breast abnormalities that may indicate breast cancer are masses and …