Browsing Faculty of Science and Technology (RealTek) by Author "Malinen, Eirik"
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Assessment of machine learning methods for automatic tumor segmentation
Grøndahl, Aurora Rosvoll (PhD Thesis;2023:12, Doctoral thesis, 2023)The definition of target volumes and organs at risk (OARs) is a critical part of radiotherapy planning. In routine practice, this is typically done manually by clinical experts who contour the structures in medical images ... -
Exploration of LET dependent effects in proton beam therapy using machine learning analysis of TL glow curves from CaSO4:Tm and LTB:Cu
Eriksen, Erling Ween (Master thesis, 2023)This thesis describes an investigation into the depth-dependent effects in proton radiation, evaluated by the use of Thermoluminescence Dosimetry (TLD) with CaSO4:Tm and LTB:Cu as target materials. Data collected on these ... -
Image processing, radiomics and model selection for prediction of treatment outcome of anal cancer using CT-, PET-, and MR-sequences
Cabrol, Maria Francoise Olaug Odette H. (Master thesis, 2019)The goal of this master thesis was to predict treatment outcome of anal cancer using features extracted from medical image sequences. The medical images had beforehand been provided from and registered at the Norwegian ...