• Machine learning algorithms vs. thresholding to segment ischemic regions in patients with acute ischemic stroke 

      Tomasetti, Luca; Høllesli, Liv Jorunn; Engan, Kjersti; Kurz, Kathinka Dæhli; Kurz, Martin Wilhelm; Khanmohammadi, Mahdieh (Peer reviewed; Journal article, 2021-07)
      Objective: Computed tomography (CT) scan is a fast and widely used modality for early assessment in patients with symptoms of a cerebral ischemic stroke. CT perfusion (CTP) is often added to the protocol and is used by ...
    • Machine Learning Based Load Forecasting 

      Høllesli, Shiela Marie (Master thesis, 2022)
      Population is increasing rapidly and all the demands like electricity are also increasing. The government in England installed smart meters in order to analyze and follow better the energy consumption. Machine learning ...
    • Machine Learning Based System Health Check Analyzer For Energy Components 

      Alex, Anju (Masteroppgave/UIS-TN-IDE/2018;, Master thesis, 2018-06-15)
      In any system health check is an important measure, which provides details on how the system is performing and whether there is a need for an intervention manual or automated to correct any anomaly. There are several ...
    • Machine Learning for Tagging of Educational Content 

      Amundsen, Anne Helland (Master thesis, 2022)
      Online education has become a popular education form in recent years, with its use increasing massively during the COVID-19 pandemic. Neddy is a start-up company created at the start of the COVID-19 pandemic with the aim ...
    • Machine Learning methods to detect improper and irrelevant citations 

      Shenavari Shirazi, Anousheh (Masteroppgave/UIS-TN-IDE/2018;, Master thesis, 2018-06-15)
      The focus of this study is on the relation between papers and their citations using Machine Learning algorithms to detect improper and irrelevant citations. The model takes the paper’s citations and classifies them into ...
    • Machine learning techniques for the detection of shockable rhythms in automated external defibrillators 

      Figuera, Carlos; Irusta, Unai; Morgado, Eduardo; Aramendi, Elisabete; Ayala, Unai; Wik, Lars; Kramer-Johansen, Jo; Eftestøl, Trygve; Alonso-Atienza, Felipe (Journal article; Peer reviewed, 2016-07)
      Early recognition of ventricular fibrillation (VF) and electrical therapy are key for the survival of out-of-hospital cardiac arrest (OHCA) patients treated with automated external defibrillators (AED). AED algorithms for ...
    • Machine learning to detect corporate greenwashing 

      Lien, Audun Stjernelund (Master thesis, 2023)
      This master thesis focuses on developing an automatic approach to detect corporate greenwashing. To achieve this, data must be collected, and green claims found from this data must be fact checked. The first step is to ...
    • Machine learning, unsupervised learning and stain normalization in digital nephropathology 

      Jon Tveit (Master thesis, 2023)
      Chronic kidney disease is a serious health challenge and still, the field of study lacks awareness and funding. Improving the efficiency of diagnosing chronic disease is important. Machine learning can be used for various ...
    • Machine Learning-Based Analysis of Test Results 

      Sun, Xiaoyan (Master thesis, 2023)
      A comprehensive understanding of the overall performance of the tests is critical in software testing to make necessary adjustments to the test schedule or conduct targeted investigations. In ABB Bryne, the software testing ...
    • Magnetic Resonance: Simulating Spin Magnetization 

      Holst-Larsen, Einar (Bachelor thesis, 2022)
      Magnetic resonance (MR) imaging modalities provide non-invasive and non-harmful in vivo imaging tools for clinical investigations. The standard clinical MR protocols used in brain examinations comprise several anatomical ...
    • Maintainable Inventory System 

      Melkevig, Siren; Pedersen, Elen Margrethe (Bachelor thesis, 2023)
      In this bachelor's thesis, we have created an inventory system in collaboration with Netpower. This inventory system is a platform that gives the employees of Netpower a detailed overview of information about customers and ...
    • Maintainable Inventory System 

      Pedersen, Elen Margrethe; Melkevig, Siren (Bachelor thesis, 2023)
      In this bachelor's thesis, we have created an inventory system in collaboration with Netpower. This inventory system is a platform that gives the employees of Netpower a detailed overview of information about customers and ...
    • Making sense of nonsense : Integrated gradient-based input reduction to improve recall for check-worthy claim detection 

      Sheikhi, Ghazaal; Opdahl, Andreas Lothe; Touileb, Samia; Setty, Vinay (CEUR Workshop Proceedings;, Chapter, 2023)
      Analysing long text documents of political discourse to identify check-worthy claims (claim detection) is known to be an important task in automated fact-checking systems, as it saves the precious time of fact-checkers, ...
    • Matematisk modellering og simulering av blodsukkeret til person med type 1 diabetes 

      Johnsen, Thorbjørn (Masteroppgave/UIS-TN-IDE/2017;, Master thesis, 2017-06-15)
      Det finnes per i dag ingen gode modeller for regulering av blodsukker for personer med type 1 diabetes (TDM1). Blodsukkeret påvirkes av mange kjente og ukjente faktorer, noe som gjør det komplisert å modellere. Dersom en ...
    • Måling av lakktykkelse 

      Sande, Simen; Lundgren, Simon; Tyvold, Eirik (Bachelor thesis, 2023)
      I denne bacheloroppgaven har det blitt utviklet et kartesisk robotsystem med tre akser og tilhørende programkode for å styre systemet. Ved å kombinere mekanisk design, elektronikk og programmering har en funksjonell prototype ...
    • Måling av lakktykkelse 

      Lundgren, Simon; Tyvold, Eirik; Sande, Simen (Bachelor thesis, 2023)
      I denne bacheloroppgaven har det blitt utviklet et kartesisk robotsystem med tre akser og tilhørende programkode for å styre systemet. Ved å kombinere mekanisk design, elektronikk og programmering har en funksjonell ...
    • Måling av lakktykkelse 

      Sande Simen; Lundgren Simon; Tyvold Eirik (Bachelor thesis, 2023)
      I denne bacheloroppgaven har det blitt utviklet et kartesisk robotsystem med tre akser og tilhørende programkode for å styre systemet. Ved å kombinere mekanisk design, elektronikk og programmering har en funksjonell prototype ...
    • Melanoma Diagnosis and Localization from Whole Slide Images using Convolutional Neural Networks 

      Amundsen, Roger (Master thesis, 2022)
      During the last decade, no other cancer type in Norway have had higher increase in incidents than skin cancer. Melanoma is the most aggressive type of skin cancer because it has the ability to rapidly spread, which makes ...
    • Melanoma prognosis prediction using image processing and machine learning 

      Andreassen, Christopher (Master thesis, 2022)
      Death of melanoma cancer is most common in Europe, and northern Europe has the second highest mortality rate of melanoma in the world, with 1.9 per 100 000 dying from melanoma in northern Europe in 2020. Prognosis of ...
    • A message queue based event notification system : football lottery system 

      Xu, Yunpeng (Masteroppgave/UIS-TN-IDE/2010;, Master thesis, 2010)
      The event notification service enables user of getting informed about the occurrence of their events of interest. Message queue technology provides asynchronous message exchange functions between computer processes. This ...