Mammogram view classification is a preliminary step in content based mammogram retrieval system and this study aims at automatic classification of mammogram based on the standard mammographic views namely CC view and MLO view. The proposed methodology is tested with 320 images, which includes CC view...
X-ray Digital Mammogram both side mammography breast scan name is MLO view.,站酷海洛,一站式正版视觉内容平台,站酷旗下品牌.授权内容包含正版商业图片、艺术插画、矢量、视频、音乐素材、字体等,已先后为阿里巴巴、京东、亚马逊、小米、联想、奥美、盛世长城、百度、36
Mammogram view classification is a preliminary step in content based mammogram retrieval system and this study aims at automatic classification of mammogram based on the standard mammographic views namely CC view and MLO view. The proposed methodology is tested with 320 images, which includes CC view...
Pectoral muscleSegmentationThe presence of predominant density region of the pectoral muscle in Medio-Lateral Oblique (MLO) view of the mammograms can affect or bias the results of mammograms processing for breast cancer detection using intensity based methods. Therefore, to improve the diagnostic ...
mammogrammediolateraloblique(MLO)viewThe aim of this study was to develop a fully automated deep learning approach for identification of the pectoral muscle on mediolateral oblique (MLO) view mammograms and evaluate its performance in comparison to our previously developed texture-field orientation (TFO)...
By combining the classifier ensemble framework with similarity features, we are able to improve mass classification performance in two-view analysis. In this study, 192 mammogram cases were collected from the public DDSM database (DB) to demonstrate the effectiveness of the proposed method in terms...