EMF El Houby, NIR Yassin - Biomedical Signal Processing and Control, 2021 - Elsevier
Early detection remains the backbone of breast cancer control and treatment improvement. However, early detection is difficult since cancer symptoms are absent at onset. Hence …
V Kumar, JM Webb, A Gregory, M Denis, DD Meixner… - PloS one, 2018 - journals.plos.org
In this work, a computer-aided tool for detection was developed to segment breast masses from clinical ultrasound (US) scans. The underlying Multi U-net algorithm is based on …
FF Ting, YJ Tan, KS Sim - Expert Systems with Applications, 2019 - Elsevier
Traditionally, physicians need to manually delineate the suspected breast cancer area. Numerous studies have mentioned that manual segmentation takes time, and depends on …
The diagnosis of breast cancer, one of the most common types of cancer worldwide, is still a challenging task. Localisation of the breast mass and accurate classification is crucial in …
A Akselrod-Ballin, L Karlinsky, S Alpert… - Deep Learning and Data …, 2016 - Springer
This paper addresses the problem of detection and classification of tumors in breast mammograms. We introduce a novel system that integrates several modules including a …
S Charan, MJ Khan, K Khurshid - … international conference on …, 2018 - ieeexplore.ieee.org
Breast cancer is among world's second most occurring cancer in all types of cancer. Most common cancer among women worldwide is breast cancer. There is always need of …
S Ramesh, S Sasikala, S Gomathi, V Geetha… - Neural Computing and …, 2022 - Springer
Breast cancer is one of the most frequent cancers in women, and it has a higher mortality rate than other cancers. As a result, early detection is critical. In computer-assisted disease …
E Michael, H Ma, H Li, F Kulwa… - BioMed research …, 2021 - Wiley Online Library
Early breast cancer detection is one of the most important issues that need to be addressed worldwide as it can help increase the survival rate of patients. Mammograms have been …
Breast tumor segmentation and recognition from mammograms play a key role in healthcare and treatment services. As different tumors in mammography have dissimilar densities …