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Found 4 essays matching the above criteria.
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1. Domain Adaptation for Networking
University essay from Uppsala universitet/Institutionen för informationsteknologiAbstract : This thesis explores domain adaptation methods to improve machine learning models in a networking environment where the domain of the data changes after initial data gathering. The applied methods make use of Generative Adversarial Nets and aim to create a model to predict service performance on a client machine using resource utilisation data collected from a server cluster that provides the service. READ MORE
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2. Deep-learning based prediction model for dose distributions in lung cancer patients
University essay from Stockholms universitet/FysikumAbstract : Background To combat one of the leading causes of death worldwide, lung cancer treatment techniques and modalities are advancing, and the treatment options are becoming increasingly individualized. Modern cancer treatment includes the option for the patient to be treated with proton therapy, which can in some cases spare healthy tissue from excessive dose better than conventional photon radiotherapy. READ MORE
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3. COMPARISON OF GENERATIVE ADVERSARIAL NETWORKS IN MEDICAL IMAGING APPLICATIONS - MR to CT image synthesis
University essay from Umeå universitet/Institutionen för datavetenskapAbstract : Cancer is one of the leading causes of death worldwide with about half of all cancer patients undergoing radiation therapy, either as a standalone treatmentor in combination with other methods such as chemotherapy. The dose planning of radiation therapy is based on medical images such as CT and MR images. READ MORE
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4. Adding New Rules above the Old Ones – Institutional Change of The Water Sector in Moldova
University essay from Lunds universitet/LUMID International Master programme in applied International Development and ManagementAbstract : The purpose of this case study was to explore the process of institutional change in the water in Moldova, with the ambition of contributing to the under-theorized discussion on the way this process unfolds since two decades ago. Institutional change was conceptualised as the process of making improvements and amendments of what is wrong or unsatisfactory about water institutions, with the aim of achieving a better state. READ MORE
