In conclusion, the ResNet model contributed to enhanced accuracy compared to conventional machine learning algorithms. However, it did not surpass state-of-the-art deep CNN-based classifiers, achieving an accuracy rate of 75%. Abbreviations: AUC: Area under curve; CAD: Computer aided system; CC...
Association of Body Size Measurements and Mammographic Density in Korean Women: The Healthy Twin Study Mammographic density was measured from digital mammograms using a computer-assisted method from which the total area and the dense area of the breast were ... J Sung,YM Song,J Stone,... - ...
Recent trends of in situ carcinoma of the breast and mammographic screening in the Florence area, Italy Objectives: The study analyzes the relationship between the incidence trends of breast carcinoma in situ (CIS) and the spread of mammography screening in t... A Barchielli,E Paci,D Giorgi ...
His history of travel was limited to his cottage in central Ontario.On examination, a 3-cm mass that extended medially was palpable in the retroareolar area of the patient's right breast. The mass was rubbery, nontender and did not appear to be tethered to the overlying skin, which was...
Breast cancer is the leading cause of both incidence and mortality in women population. For this reason, much research effort has been devoted to develop Computer-Aided Detection (CAD) systems for early detection of the breast cancers on mammograms. In this paper, we propose a new and novel ...
Cancers appear spiculated because of direct invasion into adjacent tissue or because of a desmoplastic reaction in the surrounding breast parenchyma. This pattern can be seen in infiltrating ductal or lobular carcinomas. It can also be seen in DCIS, although that is unusual. In addition to ...
A method and system for detecting and displaying clustered microcalcifications in a digital mammogram, wherein a single digital mammogram is first automatically cropped to a breast area sub-image which is then processed by means of an op... RP Broussard,TF Rathbun,SK Rogers - US 被引量: 78...
Mass screening for breast cancer by inspection and palpation has been carried out by a single surgeon for 22 years in the northern area of Nara Prefecture. One hundred seventeen cases of breast cancer were detected in 144, 520 women, of which 103 were detected at the first checkup and 74 ...
Breastfeeding duration (weeks), and family and socioeconomic characteristics around birth were obtained from maternal interview. Family and socioeconomic characteristics around birth include smoking household (non–smoking household, smoking in household (numbers of smokers), maternal education (according to...
The hadronic component of SU(2) mass splitting of heavy pseudoscalar mesons is calculated from QCD sum rules. The electromagnetic component is obtained from a generalization of the Dashen sum rule. Our result for the D<sup>+</sup>-D<sup>0</sup> mass difference is in very good agreement ...