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Compact Linnik-type hyperspectral quantitative phase microscope for advanced classification of cellular components
(Journal article; Tidsskriftartikkel; Peer reviewed, 2024-06-20)Hyperspectral quantitative phase microscopy (HS-QPM) involves the acquisition of phase images across narrow spectral bands, which enables wavelength-dependent study of different biological samples. In the present work, a compact Linnik-type HS-QPM system is developed to reduce the instability and complexity associated with conventional HS-QPM techniques. The use of a single objective lens for both ... -
Feminist posthumanist engagements with Alzheimer’s disease and other dementias in popular expressions and co-creative arts sessions
(Doctoral thesis; Doktorgradsavhandling, 2025-04-03)Alzheimer’s disease and other dementias pose significant challenges to Western economies, often viewed through a biomedical lens that neglects gender, racial, and cultural dimensions. This perspective reduces individuals with dementia to patients in need of care, potentially leading to stigmatization. Women are disproportionately affected, both as patients and caregivers. In response, a humanist ... -
Finding NEM-U: Explaining unsupervised representation learning through neural network generated explanation masks
(Journal article; Tidsskriftartikkel, 2024)Unsupervised representation learning has become an important ingredient of today’s deep learning systems. However, only a few methods exist that explain a learned vector embedding in the sense of providing information about which parts of an input are the most important for its representation. These methods generate the explanation for a given input after the model has been evaluated and tend to ... -
Sculptured silicon nanopillars bridging face to face nanogaps with metal-insulator-metal coating for surface enhanced Raman spectroscopy
(Journal article; Tidsskriftartikkel; Peer reviewed, 2023-12-29)A multilayer structure of metal-insulator-metal (MIM) thin film on a sculptured silicon nanopillar (Si NP) is designed and optimized for surface-enhanced Raman spectroscopy (SERS) applications. A facile fabrication method of large-area periodic nanopillars was developed by combining reactive ion etching and monolayer polystyrene (PS) beads on a Si wafer to fabricate a regular array of Si NPs. The ... -
Importance of substrate type and its constituents on overall performance of microbial fuel cells
(Journal article; Tidsskriftartikkel; Peer reviewed, 2025-01-12)Microbial Fuel Cells (MFC) have emerged as a potential wastewater treatment technology that utilizes metabolic processes of microorganisms present in the wastewater to disintegrate organic substrates and harness direct electricity. This paper reviews the potential of different wastewater types as a suitable substrate for microbial activities in MFCs. Substrate composition (carbon source, nutrient ... -
Iodine speciation in snow during the MOSAiC expedition and its implications for Arctic iodine emissions
(Journal article; Tidsskriftartikkel; Peer reviewed, 2024-12-06)Photochemical release of iodine from snow has been suggested as a source of reactive iodine to the Arctic atmosphere, however understanding of the underlying mechanism and potential source strength is hindered by a lack of measurements of iodine concentration and speciation in snow. Moreover, the origin of snow iodine is also unknown. Here, we report iodine speciation measurements in Arctic snow on ... -
BrainIB: Interpretable Brain Network-Based Psychiatric Diagnosis With Graph Information Bottleneck
(Journal article; Tidsskriftartikkel; Peer reviewed, 2024-09-13)Developing new diagnostic models based on the underlying biological mechanisms rather than subjective symptoms for psychiatric disorders is an emerging consensus. Recently, machine learning (ML)-based classifiers using functional connectivity (FC) for psychiatric disorders and healthy controls (HCs) are developed to identify brain markers. However, existing ML-based diagnostic models are prone to ... -
Improved electrochemical detection of levofloxacin in diverse aquatic samples using 3D flower-like Co@CaPO4 nanospheres
(Journal article; Tidsskriftartikkel; Peer reviewed, 2023-12-18)The misuse of antibiotics has become a concerning environmental issue, posing a significant threat to public health. Levofloxacin (LFX), a fluoroquinolone antibiotic, is particularly worrisome due to its detrimental impact on human health and the ecosystem. Therefore, the selective and accurate identification of LFX is of utmost importance. In this study, we have developed an electrochemical sensor ... -
Experimental demonstration of a dispatchable power-to-power high temperature latent heat storage system
(Journal article; Tidsskriftartikkel; Peer reviewed, 2024-03-23)The development of electricity storage solutions is crucial to support the integration of variable renewable electricity sources in electricity systems. This study experimentally characterizes a state-of-the-art full-scale electrical thermal energy storage (ETES) system in outdoor conditions. The system integrates a 600 kWh<sub>th</sub> high-temperature latent heat storage module and a 13 kW<sub>e</sub> ... -
Pushing the Limits of Gradient Descent for Efficient Learning on Large Images
(Journal article; Tidsskriftartikkel; Peer reviewed, 2024)Traditional deep learning models are trained and tested on relatively low-resolution images (< 300 px), and cannot be directly operated on large-scale images due to compute and memory constraints. We propose Patch Gradient Descent (PatchGD), an effective learning strategy that allows us to train the existing CNN and transformer architectures (hereby referred to as deep learning models) on large-scale ... -
X-bundet hypofosfatemi
(Journal article; Tidsskriftartikkel; Peer reviewed, 2025-02-26)X-bundet hypofosfatemi er en sjelden genetisk sykdom som medfører fosfattap i nyrene, redusert mineralisering av tenner og skjelett, deformerte knokler og begrenset mobilitet. Dette har betydelige konsekvenser for helse og livskvalitet. Denne kliniske oversikten gjennomgår anbefalinger for diagnostisering, behandling og oppfølging av voksne med tilstanden. -
Effect of tocilizumab on endothelial and platelet-derived CXC-chemokines and their association with inflammation and myocardial injury in STEMI patients undergoing primary PCI
(Journal article; Tidsskriftartikkel; Peer reviewed, 2024-10-05)Background: Tocilizumab improves myocardial salvage in ST-elevation myocardial infarction (STEMI) patients when administered before percutaneous coronary intervention (PCI). The mechanisms underlying ischemiareperfusion injury remain unclear. In this sub-study, we investigated whether endothelial and platelet-derived CXC chemokines are involved, as they represent inflammatory mediators from two ... -
Socioeconomic and geographic variation in adjuvant chemotherapy among elderly patients with stage III colon cancer in Norway – a national register-based cohort study
(Journal article; Tidsskriftartikkel; Peer reviewed, 2024-12-17)Background About half of the patients diagnosed with colon cancer are 70 years or older. Standard treatment for stage III colon cancer is major surgical resection followed by adjuvant chemotherapy (ACT). Norwegian guidelines recommend initiation of ACT within 6 weeks after resection. Objective This study investigated socioeconomic and geographic variation in the recommended provision of ACT to ... -
Data-driven avalanche forecasting using weather and satellite data
(Journal article; Tidsskriftartikkel; Peer reviewed, 2024-09-23)Avalanche forecasting is essential for safety in mountainous regions where avalanches threaten human life and infrastructure. Traditional methods for assessing avalanche risk, such as snow pit analysis, are challenging to apply over extensive areas due to their intensive labor and resource requirements. In this study, we explore the potential of satellite-based data for avalanche forecasting by ... -
High-arctic cultural heritage environments are deteriorated by cruise tourism: a case study from Svalbard
(Journal article; Tidsskriftartikkel; Peer reviewed, 2025-03-18)The Arctic’s environmental and heritage management authorities face increasing challenges regarding degradation and destruction of natural and cultural heritage, especially due to increasing impacts from tourism and climate change. Tourism is now an important industry in the Arctic, and a major cause of negative impacts on the environment and biodiversity. We assess the different impacts and stressors ... -
Søsken i skyggen av sykdom. Helse og læring gjennom felleslesning
(Chapter; Bokkapittel, 2024) -
The Karasjok Case and its Significance for the Legal Survey in Finnmark
(Journal article; Tidsskriftartikkel; Peer reviewed, 2025-02-26)On the final day of spring 2024, the Supreme Court of Norway ruled in the Karasjok case, affirming the Finnmark Estate’s ownership rights. The Grand Chamber’s decision, passed by a narrow 6 to 5 margin, underscored divisions surrounding national property law, international Indigenous law, legal history, and Sámi customary law, which received less attention than usual in Norwegian case law.<p> <p>This ... -
Identifying conditions leading to power quality events in Arctic Norway: Feature selection
(Journal article; Tidsskriftartikkel; Peer reviewed, 2023-12-26)Higher penetration of renewable energy and increased electricity consumption makes delivering a reliable power supply a complex task. Power system operators are nevertheless required to provide a reliable power supply with a power quality within specified limits. Power quality events can cause malfunctioning of sensitive equipment for consumers in the distribution network. Communities in the periphery ... -
Iceberg Drift Trajectories from Optical Satellite Data in the Barents Sea
(Journal article; Tidsskriftartikkel; Peer reviewed, 2024-06)Observed iceberg drift trajectories are needed to understand iceberg drift, and to validate ice- berg drift and deterioration models. Herein, drift trajectories of small and medium icebergs are derived from a sequence of optical Sentinel-2, Landsat, and Planet satellite acquisitions over eight days in July 2022 at Severny Island in the Barents Sea. In total, 246 icebergs are tracked visually in ... -
MaxCutPool: differentiable feature-aware Maxcut for pooling in graph neural networks
(Journal article; Tidsskriftartikkel, 2025)We propose a novel approach to compute the MAXCUT in attributed graphs, i.e., graphs with features associated with nodes and edges. Our approach works well on any kind of graph topology and can find solutions that jointly optimize the MAXCUT along with other objectives. Based on the obtained MAXCUT partition, we implement a hierarchical graph pooling layer for Graph Neural Networks, which is sparse, ...