• Automatic analysis of X (Twitter) data for supporting depression diagnosis 

      Królak, Aleksandra; Wiktorski, Tomasz; Żmudzińska, Aleksandra (Peer reviewed; Journal article, 2023-12)
      Depression is an increasingly common problem that often goes undiagnosed. The aim of this paper was to determine whether an analysis of tweets can serve as a proxy for assessing depression levels in the society. The work ...
    • Automatic diagnostic tool for predicting cancer grade in bladder cancer patients using deep learning 

      Wetteland, Rune; Engan, Kjersti; Eftestøl, Trygve Christian; Kvikstad, Vebjørn; Janssen, Emiel; Tøssebro, Erlend; Lillesand, Melinda (Peer reviewed; Journal article, 2021-08)
      The most common type of bladder cancer is urothelial carcinoma, which is among the cancer types with the highest recurrence rate and lifetime treatment cost per patient. Diagnosed patients are stratified into risk groups, ...
    • Automatic Estimation of Coronary Blood Flow Velocity Step 1 for Developing a Tool to Diagnose Patients With Micro-Vascular Angina Pectoris 

      Khanmohammadi, Mahdieh; Sæland, Charlotte; Engan, Kjersti; Eftestøl, Trygve Christian; Larsen, Alf Inge (Journal article; Peer reviewed, 2019-01)
      Aim: Our aim was to automatically estimate the blood velocity in coronary arteries using cine X-ray angiographic sequence. Estimating the coronary blood velocity is a key approach in investigating patients with angina ...
    • Automatic Supervisory Controller for Deadlock Control in Reconfigurable Manufacturing Systems with Dynamic Changes 

      Kaid, Husam; Al-Ahmari, Abdulrahman; Li, Zhiwu; Davidrajuh, Reggie (Peer reviewed; Journal article, 2020-07)
      In reconfigurable manufacturing systems (RMSs), the architecture of a system can be modified during its operation. This reconfiguration can be caused by many motivations: processing rework and failures, adding new products, ...
    • Automating Security in a Continuous Integration Pipeline 

      Chalishhafshejani, Sohrab; Pham, Bao Khanh; JAATUN, Martin Gilje (Chapter, 2022)
      Traditional approaches to software security are based on manual methods, which tend to stall development, leading to inefficiency. To speed up a software development lifecycle, security needs to be integrated and automated ...
    • Availability model of a 5G-MEC system 

      Pathirana, Thilina Dhanushka Kalahe; Nencioni, Gianfranco (Chapter, 2023)
      Multi-access Edge Computing (MEC) is one of the enabling technologies of the fifth generation (5G) of mobile networks. MEC enables services with strict latency requirements by bringing computing capabilities close to the ...
    • AWESOME: an auction and witness enhanced SLA model for decentralized cloud marketplaces 

      Shi, Zeshun; Ivankovic, Veno; Farshidi, Siamak; Surbiryala, Jayachander; Zhou, Huan; Zhao, Zhiming (Peer reviewed; Journal article, 2022)
      In recent decades, the world has witnessed cloud computing as an essential technology that changes the traditional application Development and Operation (DevOps) lifecycle. However, current cloud software DevOps and Service ...
    • BFV-Based Homomorphic Encryption for Privacy-Preserving CNN Models 

      Wibawa, Febrianti; Catak, Ferhat Özgur; Sarp, Salih; Kuzlu, Murat (Peer reviewed; Journal article, 2022)
      Medical data is frequently quite sensitive in terms of data privacy and security. Federated learning has been used to increase the privacy and security of medical data, which is a sort of machine learning technique. The ...
    • Blockchain Based Transaction System with Fungible and Non-Fungible Tokens for a Community-Based Energy Infrastructure 

      Karandikar, Nikita Rajendra; Chakravorty, Antorweep; Chunming, Rong (Peer reviewed; Journal article, 2021-05)
      Renewable energy microgeneration is rising leading to creation of prosumer communities making it possible to extract value from surplus energy and usage flexibility. Such a peer-to-peer energy trading community requires a ...
    • Blockchain-based prosumer incentivization for peak mitigation through temporal aggregation and contextual clustering 

      Karandikar, Nikita Rajendra; Abhishek, Rockey; Saurabh, Nishant; Zhao, Zhiming; Alexander, Lercher; Prodan, Radu; Chunming, Rong; Chakravorty, Antorweep (Peer reviewed; Journal article, 2021)
      Peak mitigation is of interest to power companies as peak periods may require the operator to over provision supply in order to meet the peak demand. Flattening the usage curve can result in cost savings, both for the power ...
    • Bridging the demand and the offer in data science 

      Belloum, Adam SZ; Koulouzis, Spiros; Wiktorski, Tomasz; Manieri, Andrea (Peer reviewed; Journal article, 2019-03)
      During the last several years, we have observed an exponential increase in the demand for Data Scientists in the job market. As a result, a number of trainings, courses, books, and university educational programs (both at ...
    • Building a fuzzy logic based tool for E-readiness measurement 

      Davidrajuh, Reggie (Journal article; Peer reviewed, 2008)
      Firstly, this paper presents fuzzy logic based approaches for building a tool for measuring ereadiness of a country. This paper proposes fuzzy logic for realizing the measuring tool as fuzzy logic allows processing of ...
    • Butterfly glioblastoma: Clinical characteristics, treatment strategies and outcomes in a population-based cohort 

      Bjorland, Line; Kurz, Kathinka Dæhli; Fluge, Øystein; Gilje, Bjørnar; Mahesparan, Rupavathana; Sætran, Hege Aase; Ushakova, Anastasia; Farbu, Elisabeth (Peer reviewed; Journal article, 2022)
      Butterfly glioblastoma is a rare subgroup of glioblastoma with a bihemispheric tumor crossing the corpus callosum, and is associated with a dismal prognosis. Prognostic factors are previously sparsely described and optimal ...
    • Cardiac Structure and Function in Epilepsy Patients with Drug-Resistant Convulsive Seizures 

      Gonzalez, Alba; Haugaa, Kristina Ingrid Helena Hermann; Brekke, Pål Haugar; Hopp, Einar; Ørn, Stein; Alvestad, Silje; Taubøll, Erik; Aurlien, Dag (Peer reviewed; Journal article, 2022)
      High frequency of convulsive seizures and long-lasting epilepsy are associated with an increased risk of sudden unexpected death in epilepsy (SUDEP). Structural changes in the myocardium have been described in SUDEP victims. ...
    • CCNA-Based Communication Technology Courses 

      Nencioni, Gianfranco; Kårstad, Terje Per (Peer reviewed; Journal article, 2020-04)
      Many study programs include courses on communication technology. All these courses explain the basis of communication technology, but they have different levels of detail depending on the study program and the related ...
    • Chest compressions: The good, the bad and the ugly 

      Eftestøl, Trygve (Journal article, 2012)
      Where exactly is the chest compression, where does it begin, when does it end, how deep does it go and at what rate are they performed? In short – how good or bad is the chest compression? These are some of the questions ...
    • Classifying dementia using local binary patterns from different regions in magnetic resonance images 

      Oppedal, Ketil; Eftestøl, Trygve; Engan, Kjersti; Beyer, Mona K.; Aarsland, Dag (Journal article; Peer reviewed, 2015)
      Dementia is an evolving challenge in society, and no disease-modifying treatment exists. Diagnosis can be demanding and MR imaging may aid as a noninvasive method to increase prediction accuracy. We explored the use of 2D ...
    • The combined effect of amyloid-β and tau biomarkers on brain atrophy in dementia with Lewy bodies 

      Abdelnour, Carla; Ferreira, Daniel; Oppedal, Ketil; Cavallin, Lena; Bousiges, Olivier; Wahlund, Lars Olof; Hort, Jakub; Nedelska, Zuzana; Padovani, Alessandro; Pilotto, Andrea; Bonanni, Laura; Kramberger, Milica Gregoric; Boada, Mercè; Westman, Eric; Pagonabarraga, Javier; Kulisevsky, Jaime; Blanc, Frédéric; Aarsland, Dag (Peer reviewed; Journal article, 2020-07)
      Background Alzheimer’s disease (AD)-related pathology is frequently found in patients with dementia with Lewy bodies (DLB). However, it is unknown how amyloid-β and tau-related pathologies influence neurodegeneration in ...
    • A conceptual model for ethical business decision-making under the influence of personal relationships 

      Davidrajuh, Reggie (Journal article; Peer reviewed, 2008)
      This paper proposes a conceptual model for ethical business decision-making. The purpose of this model is to explore the ethical implications of personal relationship in business exchanges. Firstly, this paper introduces ...
    • The Control Zendo: A Game of Inductive Logic for Teaching Automatic Control 

      Rotondo, Damiano; Jimarkon, Pattamawan; Fjereide, Didrik Efjestad (Peer reviewed; Journal article, 2023)
      Board games and card games have been used with some degree of success in the implementation of active strategies for education, since they stimulate problem solving and increase the learning and engagement of the students. ...