[HTML][HTML] A curated mammography data set for use in computer-aided detection and diagnosis research

RS Lee, F Gimenez, A Hoogi, KK Miyake, M Gorovoy… - Scientific data, 2017 - nature.com
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 …

[HTML][HTML] VinDr-Mammo: A large-scale benchmark dataset for computer-aided diagnosis in full-field digital mammography

HT Nguyen, HQ Nguyen, HH Pham, K Lam, LT Le… - Scientific Data, 2023 - nature.com
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 …

[HTML][HTML] Computer-aided breast cancer detection and classification in mammography: A comprehensive review

K Loizidou, R Elia, C Pitris - Computers in Biology and Medicine, 2023 - Elsevier
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 …

New frontiers: an update on computer-aided diagnosis for breast imaging in the age of artificial intelligence

Y Gao, KJ Geras, AA Lewin… - American Journal of …, 2019 - Am Roentgen Ray Soc
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 …

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 …

[HTML][HTML] With an eye to AI and autonomous diagnosis

PA Keane, EJ Topol - NPJ Digital Medicine, 2018 - nature.com
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 …

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 …

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 …

Artificial intelligence in breast imaging

EPV Le, Y Wang, Y Huang, S Hickman, FJ Gilbert - Clinical radiology, 2019 - Elsevier
This article reviews current limitations and future opportunities for the application of
computer-aided detection (CAD) systems and artificial intelligence in breast imaging …

A survey of image processing algorithms in digital mammography

J Bozek, M Mustra, K Delac, M Grgic - Recent advances in multimedia …, 2009 - Springer
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 …