Computer-aided detection and classification of microcalcifications in mammograms: a survey

HD Cheng, X Cai, X Chen, L Hu, X Lou - Pattern recognition, 2003 - Elsevier
… the appearance of the microcalcification clusters and the diseases show that the CAD (computer
aided diagnosis) systems for automated detection/classification of MCCs will be very …

Automatic microcalcification and cluster detection for digital and digitised mammograms

A Oliver, A Torrent, X Lladó, M Tortajada… - Knowledge-Based …, 2012 - Elsevier
… for the automatic detection of microcalcifications and clusters in mammographic images. …
to obtain a local description of the microcalcifications morphology. The developed approach …

A CAD system for the automatic detection of clustered microcalcifications in digitized mammogram films

S Yu, L Guan - IEEE transactions on medical imaging, 2000 - ieeexplore.ieee.org
Clusters of microcalcifications in the mammograms are an important early sign of breast …
for the automatic identification of microcalcification clusters in digitized mammogram films is …

Computer‐aided diagnosis of mammographic microcalcification clusters

M Kallergi - Medical physics, 2004 - Wiley Online Library
… -aided detection and diagnosis algorithm for mammographic calcification clusters. The …
the algorithm included automated detection, segmentation, and classification steps based …

Classification algorithms for microcalcifications in mammograms

E Sakka, A Prentza, D Koutsouris - Oncology reports, 2006 - spandidos-publications.com
… systems designed for automated classification of microcalcification clusters could be very …
transform to automated detection of clustered microcalcifications in digital mammograms. Acad …

Automated classification of clustered microcalcifications into malignant and benign types

WJH Veldkamp, N Karssemeijer, JDM Otten… - Medical …, 2000 - Wiley Online Library
clusters into malignant and benign types, and to compare the method’s performance with …
pendent noise applied to automatic detection of microcalcifications,’’ in Digital Mammography, …

Automatic detection of clustered microcalcifications in digital mammograms using mathematical morphology and neural networks

S Halkiotis, T Botsis, M Rangoussi - Signal Processing, 2007 - Elsevier
… We considered a detection of a cluster as … detection of microcalcifications on mammograms.
The basic idea was to evaluate the dynamics of microcalcifications, since each calcification

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
… In this study, a fully automated CAD system for detecting clusters of microcalcifications in
full-field digital mammograms has been proposed. It consists of three steps: a phase devoted to …

Detection of clusters of microcalcifications in mammograms: A multi classifier approach

C D'Elia, C Marrocco, M Molinara… - 2008 21st IEEE …, 2008 - ieeexplore.ieee.org
… of clusters of microcalcifications. The automatic detection and classification of such clusters
is a very difficult task because of the small size of the microcalcifications and of the poor …

Automated recognition of microcalcification clusters in mammograms

IN Bankman, WA Christens-Barry… - Biomedical Image …, 1993 - spiedigitallibrary.org
… criteria and suggestions of the radiologist may not be directly applicable to the algorithm,
and consequently the accordance between visual and automated detection may decrease. …