Blar i Faculty of Health Sciences på emneord "MRI"
Viser treff 1-3 av 3
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Deep learning for an improved diagnostic pathway of prostate cancer in a small multi-parametric magnetic resonance data regime
(PhD thesis UiS;, Doctoral thesis, 2022-06)Prostate Cancer (PCa) is the second most commonly diagnosed cancer among men, with an estimated incidence of 1.3 million new cases worldwide in 2018. The current diagnostic pathway of PCa relies on prostate-specific antigen ... -
The reliability of a deep learning model in clinical out-of-distribution MRI data: A multicohort study
(Peer reviewed; Journal article, 2020-12)Deep learning (DL) methods have in recent years yielded impressive results in medical imaging, with the potential to function as clinical aid to radiologists. However, DL models in medical imaging are often trained on ... -
Time-Based Decision Making for Reperfusion in Acute Ischemic Stroke
(Peer reviewed; Journal article, 2021-11)Decision making in the extended time windows for acute ischemic stroke can be a complex and time-consuming process. The process of making the clinical decision to treat has been compounded by the availability of different ...