A Hybridized ELM for Automatic Micro Calcification Detection in Mammogram Images Based on Multi-Scale Features
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Medical Systems"
DOI: 10.1007/s10916-019-1316-3
Abstract: Detection of masses and micro calcifications are a stimulating task for radiologists in digital mammogram images. Radiologists using Computer Aided Detection (CAD) frameworks to find the breast lesion. Micro calcification may be the early sign… read more here.
Keywords: detection; mammogram images; micro calcification;
Identifying regions of interest in mammogram images.
Sign Up to like & getrecommendations! Published in 2023 at "Statistical methods in medical research"
DOI: 10.1177/09622802231160551
Abstract: Screening mammography is the primary preventive strategy for early detection of breast cancer and an essential input to breast cancer risk prediction and application of prevention/risk management guidelines. Identifying regions of interest within mammogram images… read more here.
Keywords: breast; regions interest; risk; mammogram images ... See more keywords
Detection and Weak Segmentation of Masses in Gray-Scale Breast Mammogram Images Using Deep Learning
Sign Up to like & getrecommendations! Published in 2022 at "Yonsei Medical Journal"
DOI: 10.3349/ymj.2022.63.s63
Abstract: Purpose In this paper, we propose deep-learning methodology with which to enhance the mass differentiation performance of convolutional neural network (CNN)-based architecture. Materials and Methods We differentiated breast mass lesions from gray-scale X-ray mammography images… read more here.
Keywords: mammogram images; mass; learning; gray scale ... See more keywords
RESEARCH ON DIFFERENT FEATURE EXTRACTION AND MAMMOGRAM CLASSIFICATION TECHNIQUES
Sign Up to like & getrecommendations! Published in 2019 at "International Journal of Approximate Reasoning"
DOI: 10.36106/ijar/2612679
Abstract: Breast cancer is the primary and the most common disease found among women. Today, mammography is the most powerful screening technique used for early detection of cancer which increases the chance of successful treatment. In… read more here.
Keywords: research different; mammogram images; feature; different feature ... See more keywords