Sample mammogram


The image illustrates the gradient-based saliency maps predicted by the MV-DEFEAT model highlighting the relevant regions of interest and capturing the information that can assist the radiologist in the decision-making process. The picture shows original mammograms on the top from different views. The red parts on the second row are the areas the computer-assisted model focuses on when deciding how dense the breast is. The model learns to find these important areas by itself to help it classify breast density.

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About Us

The University of Eastern Finland is the most multidisciplinary university in Finland. Our high standard of interdisciplinary research and education respond to global challenges and build a sustainable future. Our research is ranked among the best in the world in several fields. We offer education in nearly 100 major subjects and we train experts for tomorrow’s changing labour market needs. The university comprises four faculties: the Philosophical Faculty, the Faculty of Science, Forestry and Technology, the Faculty of Health Sciences, and the Faculty of Social Sciences and Business Studies. Our campuses are located in Joensuu and Kuopio. The UEF is home to approximately 16 000 students and 3 200 members of staff.

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  • University of Eastern Finland
    Joensuu / Kuopio
    http://www.uef.fi/en
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