PhD theses (TN-IDE)
Recent Submissions
-
Orchestration in a 5G-MEC Testbed for V2X Applications
(PhD Theses UiS;790, Doctoral thesis, 2024)The Fifth Generation (5G) of mobile networks is revolutionizing connectivity,enabling faster data transmission and lower latency. 5G enhances the performance of the usage scenarios supported by the previous generation but ... -
Artifact Detection for Reliable Computational Pathology Systems using Artificial Intelligence
(PhD thesis UiS;, Doctoral thesis, 2024)Cancer is a significant global health concern, resulting in millions of deaths worldwide each year. Cancer diagnosis is performed using histological examination of glass slides under a microscope. Thanks to digitization ... -
Stroke Mimics and In Depth Analysis of Computed Tomography Perfusion in Patients with Acute Ischemic Stroke
(PhD thesis UiS;, Doctoral thesis, 2024)Globally, neurological disorders are the leading cause of disability-adjusted life years (DALYs) and the second leading cause of death1. Cerebral stroke is a major contributor to this burden, being the second leading cause ... -
Deep Learning-Driven Diagnostic and Prognostic Solutions for Histopathological Images of Bladder Cancer
(PhD thesis UiS;, Doctoral thesis, 2024)This thesis presents a comprehensive investigation into the development and application of advanced computational techniques for the extraction of crucial diagnostic and prognostic information from histological images of ... -
Automatic AI-Driven segmentation of Acute Ischemic Stroke Regions with CT Perfusion Images
(PhD thesis UiS;, Doctoral thesis, 2023)This thesis investigates artificial intelligence (AI) methodologies to automatically delineate ischemic areas of brain Computed Tomography Perfusion (CTP) scans acquired at hospital admission in patients suspected of acute ... -
Taking Computation to Data: Integrating Privacy-preserving AI techniques and Blockchain Allowing Secure Analysis of Sensitive Data on Premise
(PhD thesis UiS;, Doctoral thesis, 2023)With the advancement of artificial intelligence (AI), digital pathology has seen significant progress in recent years. However, the use of medical AI raises concerns about patient data privacy. The CLARIFY project is a ... -
Improving Data Availability in Decentralized Storage Systems
(PhD thesis UiS;, Doctoral thesis, 2023)Preserving knowledge for future generations has been a primary concern for humanity since the dawn of civilization. State-of-the-art methods have included stone carvings, papyrus scrolls, and paper books. With each advance ... -
A Critical Look at the Evaluation of Knowledge Graph Question Answering
(PhD thesis UiS;, Doctoral thesis, 2022-11)The field of information retrieval (IR) is concerned with systems that “make a given stored collection of information items available to a user population” [111]. The way in which information is made available to the user ... -
Secure and Privacy Driven Energy Data Analytics
(PhD thesis UiS;, Doctoral thesis, 2022-11)Renewable resources are the main energy sources in a smart grid project. In order to ensure the smooth functioning of the smart grid, Information and Communication Technologies (ICT) need to be utilised efficiently. The ... -
Deep Neural Attention for Misinformation and Deception Detection
(PhD thesis UiS;, Doctoral thesis, 2021-06)At present the influence of social media on society is so much that without it life seems to have no meaning for many. This kind of over-reliance on social media gives an opportunity to the anarchic elements to take undue ... -
Automated Grading of Bladder Cancer using Deep Learning
(PhD thesis UiS;, Doctoral thesis, 2022-02)Urothelial carcinoma is the most common type of bladder cancer and is among the cancer types with the highest recurrence rate and lifetime treatment cost per patient. Diagnosed patients are stratified into risk groups, ... -
Blockchain based energy transactions for a prosumer community
(PhD thesis UiS;, Doctoral thesis, 2021-09)Integration of solar micro-generation capabilities in domestic contexts is on the rise, leading to the creation of prosumer communities who generate part of the energy they consume. Prosumer communities require a decentralized, ... -
Predictive Analytics for Maintaining Power System Stability in Smart Energy Communities
(PhD thesis UiS;, Doctoral thesis, 2021-05)Digitalization and decentralization of energy supply have introduced several challenges to emerging power grids known as smart grids. One of the significant challenges, on the demand side, is preserving the stability of the ... -
Automatic Video Analysis in Resuscitation
(PhD thesis UiS;, Doctoral thesis, 2020-01)This thesis investigates possibilities for applying automatic video analysis in the medical context of resuscitation of a patient. Two situations are investigated: 1) Out-of-hospital cardiac arrest (OHCA) where there is a ... -
Structural Properties of Biological Integral Feedback Motifs
(PhD thesis UiS;, Doctoral thesis, 2020-09)Cells are exposed to a range of external and internal disturbances that may influence the function of cellular processes. The ability of cells to self-regulate and adapt to disturbances enable them to maintain essential ... -
Information Processing in the Cloud : Resource Allocation and Security Perspective
(PhD thesis UiS;487, Doctoral thesis, 2019-09)Cloud computing has been adopted at faster rates due to its advantages, that are brought to the customers over the Internet. Usage of various services over the Internet is quite high. Users are storing large amounts of ... -
Signal Processing for Newborn Survival : from labour to resuscitation
(PhD thesis UiS;, Doctoral thesis, 2020-08)Stillbirths are a worldwide challenge, with an estimated 2.6 million stillbirths in 2015, of these 1.3 million are estimated to have died during labour and birth, i.e. fresh stillbirth. In addition to the 2.6 million, one ... -
Table Search, Generation and Completion
(PhD thesis UiS;, Doctoral thesis, 2019-10)Tables are one of those “universal tools” that are practical and useful in many application scenarios. Tables can be used to collect and organize information from multiple sources and then turn that information into knowledge ... -
Scheduling Drilling Processes With Petri Nets
(PhD thesis UiS;, Doctoral thesis, 2013)Safety issues in drilling are related to two facts: Wells are becoming more complex, and manually piloting a drilling rig is a difficult task which requires highly skilled personnel. Consequently, improving safety is ... -
White Matter Lesions and Pattern Recognition in MRI of Neurodegenerative Dementia
(PhD thesis UiS;, Doctoral thesis, 2016-11-03)Introduction Expected age is increasing globally and dementia is a common outcome for an increasing number of people. Dementia is a demanding syndrome for the patient and the environment as well as it is costly for ...
RSS 2.0