Essays about: "mammogram"
Showing result 1 - 5 of 8 essays containing the word mammogram.
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1. Deep Learning Models for Detecting Breast Cancer : A Comparative Study
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Breast cancer is the second leading cause of death for women worldwide. As early detection is vital, new methods for facilitating accurate diagnosis are continuously being developed. READ MORE
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2. Ensemble Learning Applied to Classification of Malignant and Benign Breast Cancer
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : In this study, we show how ensemble learning can be useful for the future of breast cancer diagnosis. The chosen ensemble learning method was bagging, which made use of the classifiers Support Vector Machine (SVM), Decision Tree (DT) and Naive Bayes (NB) in order to classify mammograms as benign or malignant. READ MORE
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3. AI-based Age Estimation from Mammograms
University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskapAbstract : Background: Age estimation has attracted attention because of its various clinical and medical applications. There are many studies on human age estimation from biomedical images such as X-ray images, MRI, facial images, dental images etc. However, there is no research done on mammograms for age estimation. READ MORE
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4. Breast Cancer Risk Localization in Mammography Images using Deep Learning
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Breast cancer is the most common form of cancer among women, with around 9000 new diagnoses in Sweden yearly. Detecting and localizing risk of breast cancer could give the opportunity for individualized examination programs and preventative measures if necessary, and potentially be lifesaving. READ MORE
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5. A Quantitative Comparison of Synthetic Mammograms with Images from Conventional Mammography
University essay from Lunds universitet/Avdelningen för Biomedicinsk teknikAbstract : Breast cancer is the most common cancer among women in Sweden. To be able to treat the disease it is important that it is detected at an early stage. In Sweden, women between 40 and 74 years are regularly offered screening with mammography to detect abnormalities in their breasts. READ MORE