Blar i Studentoppgaver (TN-IDE) på emneord "VDP::Teknologi: 500::Medisinsk teknologi: 620"
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Adapt and Generalize Deep Learning Methods for Activity Recognition on Newborn Resuscitation Videos
(Masteroppgave/UIS-TN-IDE/2020;, Master thesis, 2020-06-15)Low- and middle-income countries have nearly 99 % of deaths of children under 28 days. Complications during childbirths, such as birth asphyxia, account for most of these deaths. To prevent this, strengthening the quality ... -
Exploring Generative Adversarial Networks to Improve Prostate Segmentation on MRI
(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 ... -
Prediction of Psychosis in Parkinson’s Patients using Machine Learning
(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 ... -
Regional Convolutional Neural Network for Cell Detection and Classification in Urinary Bladder Cancer
(Masteroppgave/UIS-TN-IDE/2020;, Master thesis, 2020-06-15)Bladder canceristhefourth most common type of cancer in men and the eighth in women. Patient treated for this cancer must be monitored for the rest of their live due to the recurrence of this disease.That need for monitoring ... -
Semi-Supervised Image Segmentation of Medical Data
(Masteroppgave/UIS-TN-IDE/2020;, Master thesis, 2020)Bladder cancer is the fourth most common cancer type in Norway, and tenth most common on a global scale. More and more tissue samples are sent to pathologists labs, increasing the workload and affecting the waiting time ...