Browsing Brage NMBU by Author "Grøndahl, Aurora Rosvoll"
Now showing items 1-6 of 6
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Analyse av dynamisk kontrastforsterket MRI av livmorhalssvulster
Grøndahl, Aurora Rosvoll (Master thesis, 2015-07-30)Dynamisk kontrastforsterket MR-avbildning (DCE-MRI) beskriver karnettverkets egenskaper i vevet som avbildes. Avbildningen består av en serie MR-bilder tatt i etterkant av en intravenøs injeksjon med kontrastmiddel. Ut ... -
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 ... -
Automatic gross tumor segmentation of canine head and neck cancer using deep learning and cross-species transfer learning
Grøndahl, Aurora Rosvoll; Huynh, Bao Ngoc; Tomic, Oliver; Søvik, Åste; Dale, Einar; Malinen, Eirik; Skogmo, Hege Kippenes; Futsæther, Cecilia Marie (Peer reviewed; Journal article, 2023) -
Deep learning-based auto-delineation of gross tumour volumes and involved nodes in PET/CT images of head and neck cancer patients
Moe, Yngve Mardal; Grøndahl, Aurora Rosvoll; Tomic, Oliver; Dale, Einar; Malinen, Eirik; Futsæther, Cecilia Marie (Peer reviewed; Journal article, 2021) -
Head and neck cancer treatment outcome prediction: a comparison between machine learning with conventional radiomics features and deep learning radiomics
Huynh, Bao Ngoc; Grøndahl, Aurora Rosvoll; Tomic, Oliver; Liland, Kristian Hovde; Knudtsen, Ingerid Søberg Skjei; Hoebers, Frank; van Elmpt, Wouter; Malinen, Eirik; Dale, Einar; Futsæther, Cecilia Marie (Peer reviewed; Journal article, 2023) -
Semi-automatic tumor segmentation of rectal cancer based on functional magnetic resonance imaging
Knuth, Franziska Hanna; Grøndahl, Aurora Rosvoll; Winter, René; Torheim, Turid Katrine Gjerstad; Negård, Anne; Holmedal, Stein Harald; Bakke, Kine Mari; Meltzer, Sebastian; Futsæther, Cecilia Marie; Redalen, Kathrine (Peer reviewed; Journal article, 2022)