Essays about: "Mammography thesis"
Showing result 11 - 15 of 20 essays containing the words Mammography thesis.
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11. Assessment of mammography screening using clinical and virtual data
University essay from Lunds universitet/SjukhusfysikerutbildningenAbstract : Aim: Virtual clinical trials (VCT) in medical imaging can be used to predict the outcome of clinical trials, by simulating anatomy, imaging methods and image interpretation. VCTs could reduce the cost and duration of clinical trials and their dependence on available patients. READ MORE
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12. Handling Imbalanced Data Classification With Variational Autoencoding And Random Under-Sampling Boosting
University essay from Uppsala universitet/Statistiska institutionenAbstract : In this thesis, a comparison of three different pre-processing methods for imbalanced classification data, is conducted. Variational Autoencoder, Random Under-Sampling Boosting and a hybrid approach of the two, are applied to three imbalanced classification data sets with different class imbalances. READ MORE
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13. Fully Convolutional Networks for Mammogram Segmentation
University essay from Linköpings universitet/Statistik och maskininlärningAbstract : Segmentation of mammograms pertains to assigning a meaningful label to each pixel found in the image. The segmented mammogram facilitates both the function of Computer Aided Diagnosis Systems and the development of tools used by radiologists during examination. Over the years many approaches to this problem have been presented. READ MORE
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14. Deep Learning models for semantic segmentation of mammography screenings
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : This work explores the performance of state-of-the-art semantic segmentation models on mammographic imagery. It does so by comparing several reference semantic segmentation deep learning models on a newly proposed medical dataset of mammograpgy screenings. READ MORE
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15. NINA - A DIGNIFIED MAMMOGRAPHY EXPERIENCE : Rethinking breast cancer diagnostics
University essay from Umeå universitet/Designhögskolan vid Umeå universitetAbstract : What are things occurring in peoples mind when thinking about ‘mammography’? Some might not be entirely sure about what mammography is, some might get a feeling of discomfort and some may be very familiar with this method of finding breast cancer tumors. But why is it that many women get ner-vous when thinking about mammography and common words used when describing it are: discomfort, loneliness, pain and “ouch”? This thesis project started by exploring methods for diagnosing and treating breast cancer. READ MORE
