Browsing Studentoppgaver (TN-IDE) by Author "Oppedal, Ketil"
Now showing items 1-9 of 9
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A Multi-class Dementia Classification Assessment Utilizing GAN to Convert MRI Scans from the 1.5T Domain to the 3.0T Domain
Godal, Håvard (Master thesis, 2022)Dementia is the seventh leading cause of death among all diseases and increases rapidly. With 10 million new cases every year, research is crucial for finding a treatment to cure dementia in the future. Magnetic resonance ... -
Data-assisted differential diagnosis of dementia by deep neural networks
Larsen, Simen Norrheim (Masteroppgave/UIS-TN-IDE/2019;, Master thesis, 2019-06-29)There are currently 50 million people suffering from dementia worldwide. With an increasing life expectancy of the elderly, this number is expected to increase drastically over the next decade. With today's diagnosis of ... -
Dementia classification using deep learning and texture analysis methods on magnetic resonance images
Risanger, Rune (Masteroppgave/UIS-TN-IDE/2018;, Master thesis, 2018-06-15)Dementia is becoming an increasingly severe economical and socio-economical disease, as treatment is problematic, with different disease variants difficult to prevent and delay. With a rise in life expectancy, further ... -
Early Detection of Alzheimer’s Disease using 3D Texture Features and 3D Convolutional Neural Networks from structural MRI
Moen, Ulrik (Masteroppgave/UIS-TN-IDE/2018;, Master thesis, 2018-06)In 2016 there was estimated that around 47 million people in the world were living with dementia, and this number were projected to increase to 131 million by 2050. Alzheimer’s disease is the most common type of dementia ... -
Exploring Generative Adversarial Networks to Improve Prostate Segmentation on MRI
Larsen, Steinar Valle (Masteroppgave/UIS-TN-IDE/2020;, Master thesis, 2020-06-28)Prostate cancer is the second most occurring cancer and the sixth leading cause of cancer death among men worldwide. The number of cases is expected to increase dramatically due to population growth and increased expected ... -
Federated Learning for Dementia Classification in a European Multicentre Dementia Study
Hesseberg, Ruben; Minne, Petter (Masteroppgave/UIS-TN-IDE/2020;, Master thesis, 2020-07-15)Every year around 10 million people are diagnosed with dementia worldwide. Higher life expectancy and population growth could inflate this number even further in the near future. Currently the diagnostic process of dementia ... -
Prediction of Psychosis in Parkinson’s Patients using Machine Learning
Podhraški, Andrijana; Tjersland, Trond (Masteroppgave/UIS-TN-IDE/2020;, Master thesis, 2020)Parkinson’s disease is one of the most common neurological disorders with an estimated 6.3 million PD patients worldwide, which makes it a great threat to public health. Psychosis is a common symptom of Parkinson’s disease ... -
Prostate Lesion Detection on Apparent Diffusion Coefficient MRI based on Convolutional Neural Networks
Obrestad, Emil (Master thesis, 2021)In 2020 there were 1 414 259 new incidences and 375 304 deaths worldwide caused by prostate cancer. The number of cases could increase even further in the future due to higher life expectancy and population growth. Prostate ...