Essays about: "chest radiograph"
Found 4 essays containing the words chest radiograph.
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1. Developing a highly accurate, locally interpretable neural network for medical image analysis
University essay from Stockholms universitet/Institutionen för data- och systemvetenskapAbstract : Background Machine learning techniques, such as convolutional networks, have shown promise in medical image analysis, including the detection of pediatric pneumonia. However, the interpretability of these models is often lacking, compromising their trustworthiness and acceptance in medical applications. READ MORE
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2. Image Segmentation Using Deep Learning Regulated by Shape Context
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : In recent years, image segmentation by using deep neural networks has made great progress. However, reaching a good result by training with a small amount of data remains to be a challenge. READ MORE
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3. Effect of image variation on computer aided detection systems
University essay from KTH/Skolan för teknik och hälsa (STH)Abstract : Computer Aided Detection (CAD) systems are expecting to gain significant importance in terms of reducing the work load of radiologists and enabling the large screening programs. A large share of CAD systems are based on learning from examples, to enables the decision making between the images with or without disease. READ MORE
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4. Digital Tomosynthesis Fundamental principles and comparison to conventional X-ray imaging
University essay from Lunds universitet/SjukhusfysikerutbildningenAbstract : During the last century several attempts have been made to overcome the fundamental problem of X-ray imaging, i.e. that anatomical information existing in 3-dimensions has to be represented on a 2-dimensional radiograph. In this thesis, digital tomosynthesis, a rened version of conventional tomography, has been investigated. READ MORE
