[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 …

Computer aided detection and diagnosis in medical imaging: a review of clinical and educational applications

JH Rodríguez, FJC Fraile, MJR Conde… - Proceedings of the …, 2016 - dl.acm.org
Computer Aided Detection and Diagnosis, known as CAD, is a fundamental tool for assisting
radiologists in the image interpretation task. Since the 1980s, its popularity has grown, and it …

Benign and malignant breast mass detection and classification in digital mammography: the effect of subtracting temporally consecutive mammograms

K Loizidou, G Skouroumouni… - 2022 IEEE-EMBS …, 2022 - ieeexplore.ieee.org
Breast cancer remains one of the leading cancers worldwide and is the main cause of death
in women with cancer. Effective early-stage diagnosis can reduce the mortality rates of …

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 …

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 …

Identification and Classification of Benign and Malignant Masses based on Subtraction of Temporally Sequential Digital Mammograms

K Loizidou, G Skouroumouni… - 2022 44th Annual …, 2022 - ieeexplore.ieee.org
Breast cancer remains the leading cause of cancer deaths and the second highest cause of
death, in general, among women worldwide. Fortunately, over the last few decades, with the …

A new method for breast micro-calcification detection and characterization using digital temporal subtraction of mammogram pairs

K Loizidou, G Skouroumouni… - 2019 IEEE EMBS …, 2019 - ieeexplore.ieee.org
Breast cancer is one of the most deadly malignancies worldwide and the second leading
cause of death in women. Mammography, ie the screening for breast cancer with x-ray …

Breast mass detection and classification algorithm based on temporal subtraction of sequential mammograms

K Loizidou, G Skouroumouni… - 2021 IEEE 18th …, 2021 - ieeexplore.ieee.org
Breast cancer screening with mammography is the most efficient way to reduce breast
cancer mortality. However, the large population and the use of double reading creates a …

Breast Mass Detection and Classification based on Digital Temporal Subtraction of Mammogram Pairs

K Loizidou, G Skouroumouni… - 2020 IEEE 20th …, 2020 - ieeexplore.ieee.org
Breast cancer is one of the deadliest malignancies worldwide. In mammography, the most
reliable screening tool for its diagnosis, expert radiologists review the mammograms to …