Microcalcification detection in full-field digital mammograms: A fully automated computer-aided system

TMA Basile, A Fanizzi, L Losurdo, R Bellotti, U Bottigli… - Physica Medica, 2019 - Elsevier
… of mammograms generated in widespread screening. Indeed… that the use of Computer Aided
Detection (CAD) systems can … mammograms showing performance comparable to different …

… cancer detection in a screening population: comparison of digital mammography, computer-aided detection applied to digital mammography and breast ultrasound

KR Cho, BK Seo, OH Woo, SE Song… - Journal of breast …, 2016 - synapse.koreamed.org
… Purpose: We aimed to compare the detection of breast cancer using full-field digital
Computer-aided detection in full-field digital mammography in a clinical population: performance of …

Transfer learning from convolutional neural networks for computer-aided diagnosis: a comparison of digital breast tomosynthesis and full-field digital mammography

K Mendel, H Li, D Sheth, M Giger - Academic radiology, 2019 - Elsevier
… cancer screening, we compare the performance of deep learning computer-aided diagnosis
… Learned weights obtained during pretraining were applied to the network in this study, and …

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
… The recall rate of mammogram screening is around 11% with … system that helps improve
radiologist performance. At around … The codes used in this study were made publicly available. …

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

HH Pham, HN Trung, HQ Nguyen - Sci Data, 2022 - physionet.org
… (CAD) tools for breast cancer screening in clinical practices [5… might hinder the performance
of deep learning networks [13]. … full-field digital mammography dataset, which can be used

… -aided detection (CAD)-enhanced 2D synthetic mammogram: comparison with standard synthetic 2D mammograms and conventional 2D digital mammography

JJ James, E Giannotti, Y Chen - Clinical radiology, 2018 - Elsevier
mammograms and full-field digital mammography (FFDM). … the performance of breast
cancer screening by increasing cancer … CAD has been used over the years to assist with the …

A review of computer aided detection in mammography

J Katzen, K Dodelzon - Clinical imaging, 2018 - Elsevier
… screen film mammography to full field digital mammography (… of screening mammography
and therefore may be used, … the diagnostic performance of CAD and its future potential. …

Automated breast cancer detection and classification in full field digital mammograms using two full and cropped detection paths approach

G Hamed, M Marey, SE Amin, MF Tolba - IEEE Access, 2021 - ieeexplore.ieee.org
… to classify the localized lesions to compare their performance … a detector with the 2-paths
of detection of a full mammogram … to obtain a successful computer-aided detection model to …

TTCNN: A breast cancer detection and classification towards computer-aided diagnosis using digital mammography in early stages

S Maqsood, R Damaševičius, R Maskeliūnas - Applied Sciences, 2022 - mdpi.com
… breast cancer in mammogram screening images using an “end-… performance on breast
cancer detection and classification. … for the identification of lesions in breast in the full-field digital

Computer-aided detection and diagnosis of microcalcification clusters on full field digital mammograms based on deep learning method using neutrosophic boosting

G Cai, Y Guo, W Chen, H Zeng, Y Zhou… - Multimedia Tools and …, 2020 - Springer
… FFDM, with a solid-state detector of amorphous selenium, the pixel size … used to evaluate
the performance of the proposed diagnosis system. Note that the INbreast dataset is only used