Improved classification of mammograms following idealized training
نویسندگان
چکیده
منابع مشابه
Improved Classification of Mammograms Following Idealized Training.
People often make decisions by stochastically retrieving a small set of relevant memories. This limited retrieval implies that human performance can be improved by training on idealized category distributions (Giguère & Love, 2013). Here, we evaluate whether the benefits of idealized training extend to categorization of real-world stimuli, namely classifying mammograms as normal or tumorous. Pa...
متن کاملClassification of Mammograms by the Breast Composition
Breast cancer produces a high rate of mortality worldwide. Early diagnosis is essential for treatment, however it is difficult to analyse high density breast tissues. Computer-aided diagnosis systems have been proposed to classify the density of mammograms, having as a major challenge to define the features that better represent the images to be classified. In this study, besides comparing them...
متن کاملClassification of Breast Density in Digital Mammograms
In this paper we investigate a new approach to the classification of mammo graphic images according to breast type based on the underlying texture contained within the breast tissue. Three methods for quantifying the texture are considered and used as input in the evaluation of four different classifiers. In this study we examine two classification tasks, a three-class classification problem be...
متن کاملEnhanced Breast Mammograms Classification using Bayesian Classifier
Mammography is a particular type of imaging that uses a low-dose xray system to examine breasts. A mammography exam, called a mammogram, is used to aid in the early detection and diagnosis of breast diseases in women. In this paper, we have proposed a method that consists of combination of different methods. First we have performed enhancement on breast mammogram to enhance the image quality. W...
متن کاملImproved functional vasodilation in obese Zucker rats following exercise training.
Obese individuals exhibit impaired functional vasodilation and exercise performance. We have demonstrated in obese Zucker rats (OZ), a model of morbid obesity, that insulin resistance impairs functional vasodilation via an increased thromboxane receptor (TP)-mediated vasoconstriction. Chronic treadmill exercise training improves functional vasodilation in the spinotrapezius muscle of the OZ, bu...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Journal of Applied Research in Memory and Cognition
سال: 2014
ISSN: 2211-3681
DOI: 10.1016/j.jarmac.2014.04.009