Blar i Brage NMBU på forfatter "Tomic, Oliver"
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30-dagers reinnleggelse av eldre 2011–2013. Resultater for sykehus og kommuner
Lindman, Anja Schou; Kristoffersen, Doris Tove; Hassani, Sahar; Tomic, Oliver; Helgeland, Jon (Research report, 2015) -
Analysis of proteins from cerebrospinal fluid tests in search of biomarkers characterizing Multiple sclerosis
El-Hajj Eid, Karim (Master thesis, 2020)There are contradicting theories describing Multiple sclerosis (MS). This study attempts to understand MS through interpreting the bio-markers of MS. Recursive feature elimination with cross validation (RFECV) was used to ... -
Application of sequential and orthogonalised-partial least squares (SO-PLS) regression to predict sensory properties of Cabernet Sauvignon wines from grape chemical composition
Niimi, Jun; Tomic, Oliver; Næs, Tormod; Jeffery, David; Bastian, Susan E.P.; Boss, Paul K. (Journal article; Peer reviewed, 2018) -
Automated redaction of historical documents using machine learning
Hetland, Petter Kolstad; Sigerstad, Tomas (Master thesis, 2021)This thesis aims to assist Arkivverket, The National Archival Services of Norway, in automating the redaction of national identity numbers in historical documents. As historical documents are released to the public at ... -
Automated volumetric delineation of cancer tumors on PET/CT images using 3D convolutional neural network (V-Net)
Mirza, Afreen (Master thesis, 2020)The process of delineation of tumors and malignant lymph nodes using medical images is a fundamental part of radiotherapy planning. Still, this process is done manually by radiologists. This process is time-consuming and ... -
Comparative study of NER using Bi-LSTM-CRF with different word vectorisation techniques on DNB documents
Joseph, Meera (Master thesis, 2021)The presence of huge volumes of unstructured data in the form of pdf documents poses a challenge to the organizations trying to extract valuable information from it. In this thesis, we try to solve this problem as per the ... -
Computer vision for surface analysis of stretch wrapped pallets
Dramstad, Morten (Master thesis, 2020)The majority of the handling of goods in a distribution center is performed automatically, except removing of stretch film from arriving pallets. The use of cameras and artificial intelligence to analyze the pallets, decide ... -
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) -
Detection and quantification of rot in harvested trees using convolutional neural networks
Nowell, Tyrone Carlisle (Master thesis, 2019)Root and Butt-Rot (RBR) is having a significant economic impact on the forest industry and is expected to increase with climate change. The current management strategies are becoming less effective, and little data on ... -
Development of a user-friendly radiomics framework
Albuni, Ahmed (Master thesis, 2020)The goal of this thesis is to implement an easy to use, user-friendly application to help researchers in the field of radiomics and image processing to extract radiomics features. The application also includes an easy way ... -
Diagnosing patients with Major Depressive Disorder using radiomics features extracted from MR scans of the brain
Tukun, Kristin (Master thesis, 2021)The main aim of this study was to diagnose patients with major depressive disorder (MDD) using structural T1 weighted images of the brain. The images originate from the DELHI study conducted in the Netherlands ... -
Differences between generalised procrustes analysis and multiple factor analysis in case of projective mapping
Tomic, Oliver (Master thesis, 2014-02-13)Raske sensoriske metoder har blitt veldig populære i matvitenskap og spesielt i internasjonal matindustri. De er appelerende fordi de er kostnadseffektive og raskere å gjennomføre enn noen av de tradisjonelle sensoriske ... -
Environmental sound classification on microcontrollers using Convolutional Neural Networks
Nordby, Jon Opedal (Master thesis, 2019)Noise is a growing problem in urban areas, and according to the WHO is the second environmental cause of health problems in Europe. Noise monitoring using Wireless Sensor Networks are being applied in order to understand ... -
Fault analysis of integrated circuit using fixed time events and clustering of time series data
Hvidsten, Jardar (Master thesis, 2020)The evolution of society is strongly dependent on technology development. Hardware (HW) development is crucial, however software (SW) development has become increasingly important in recent years due to the automation and ... -
Fully convolutional neural network for semantic segmentation on CT scans of pigs
Pollestad, Jarand Hornseth (Master thesis, 2019)Identifying the shape and location of structures within medical images is useful for purposes such as diagnosis and research. This is a cumbersome task if done manually. Recent advances in computer vision and in particular ... -
Helse i Norge - 2016: Kommentarrapport til OECDs sammenligning av europeiske land
Saunes, Ingrid Sperre; Tomic, Oliver; Helgeland, Jon; Lindahl, Anne Karin (Research report, 2016) -
hoggorm: a python library for explorative multivariate statistics
Tomic, Oliver; Graff, Thomas; Liland, Kristian Hovde; Næs, Tormod (Peer reviewed; Journal article, 2019) -
Klassifisering og filtrering av Sentinel-3 PEACHI-returpulser ved bruk av maskinlæring
Øvland, Alf Georg (Master thesis, 2021)I denne gradsoppgaven utforskes potensialet til Sentinel-3 PEACHI-data langs Norskekysten. To filtreringsmetoder blir utprøvd for å fjerne observasjoner som forventes å gi feil avstandsmåling, hovedsakelig forårsaket av ... -
Kvalitetsindikatoren 30 dagers overlevelse etter sykehusinnleggelse. Resultater for 2015
Hansen, Tonya Moen; Kristoffersen, Doris Tove; Tomic, Oliver; Helgeland, Jon (Research report, 2016) -
Kvalitetsindikatoren 30 dagers reinnleggelse etter sykehusopphold. Resultater for sykehus og kommuner 2014
Kristoffersen, Doris Tove; Hansen, Tonya Moen; Lindman, Anja Elsrud Schou; Tomic, Oliver; Helgeland, Jon (Research report, 2016)