[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 …

An automated breast micro-calcification detection and classification technique using temporal subtraction of mammograms

K Loizidou, G Skouroumouni, C Nikolaou… - IEEE Access, 2020 - ieeexplore.ieee.org
Radiologists worldwide use mammography as a reliable tool for breast cancer screening.
However, mammography assessment is challenging even for well-trained radiologists …

A review of computer-aided breast cancer diagnosis using sequential mammograms

K Loizidou, G Skouroumouni, C Nikolaou, C Pitris - Tomography, 2022 - mdpi.com
Radiologists assess the results of mammography, the key screening tool for the detection of
breast cancer, to determine the presence of malignancy. They, routinely, compare recent …

Automatic breast mass segmentation and classification using subtraction of temporally sequential digital mammograms

K Loizidou, G Skouroumouni… - IEEE Journal of …, 2022 - ieeexplore.ieee.org
Objective: Cancer remains a major cause of morbidity and mortality globally, with 1 in 5 of all
new cancers arising in the breast. The introduction of mammography for the radiological …

Texture and region dependent breast cancer risk assessment from screening mammograms

XZ Li, S Williams, MJ Bottema - Pattern recognition letters, 2014 - Elsevier
Breast density is a known risk factor for breast cancer. Here two classes of texture features,
one based on textons derived from local pixel intensity variation and one based on oriented …

Incorporation of fuzzy spatial relation in temporal mammogram registration

F Ma, L Yu, M Bajger, MJ Bottema - Fuzzy Sets and Systems, 2015 - Elsevier
This paper presents a method for incorporating fuzzy sets based spatial relations in
registering temporal mammogram pairs. In the proposed method, four spatial relations, to …

[PDF][PDF] Breast Cancer Risk Assessment using Mammographic Image Texture Analysis

KXZ Li - 2014 - flex.flinders.edu.au
This introductory chapter is intended to provide the context for this thesis. The incidence of
breast cancer is reviewed in Section 1.1 and the role and modalities of breast cancer …

Temporal change analysis for computer aided mass detection in mammography

F Ma, L Yu, G Liu, Q Niu - 2014 7th International Conference on …, 2014 - ieeexplore.ieee.org
This paper presents a method to extract change information from temporal mammogram
pairs and to incorporate the temporal change information in the malignant mass …