| Transferability of Image Evaluation Software for AI Uncertainty Estimation into a Teaching and Learning Tool |
2025 |
Poster |
| MCR-SL: A Multimodal, Context-Rich Skin Lesion Dataset for Skin Cancer Diagnosis |
2025 |
Academic article |
| Quantifying uncertainty in foraminifera classification: How deep learning methods compare to human experts |
2025 |
Academic article |
| Comments on: Data integration via analysis of subspaces (DIVAS) |
2024 |
Academic article |
| Are humans an AI uncertain about the same things? |
2024 |
Poster |
| The 3-billion fossil question |
2024 |
Academic lecture |
| The 3-billion fossil question: How to automate classification of microfossils |
2024 |
Academic article |
| Exploring Pain Reduction through Physical Activity: A Case Study of Seven Fibromyalgia Patients |
2024 |
Academic article |
| A deep learning pipeline for automatic microfossil analysis and classification |
2024 |
Poster |
| Detection and identification of environmental faunal proxies in digital images and video footage from northern Norwegian fjords and coastal waters using deep learning object detection algorithms |
2024 |
Poster |
| A deep learning pipeline for automatic microfossil analysis and classification |
2024 |
Poster |
| Grouping microscopic fossils without labels using self-supervision |
2023 |
Academic lecture |
| Sparse networks in deep learning |
2023 |
Academic lecture |
| Automated classification of microscopic foraminifera |
2023 |
Poster |
| Automating object detection and classification of foraminifera |
2023 |
Academic lecture |
| An efficient pipeline for microfossil analysis |
2023 |
Poster |
| Evaluating Deep Q-Learning Algorithms for Controlling Blood Glucose in In Silico Type 1 Diabetes |
2023 |
Academic article |
| Sparse Networks in Deep Learning |
2023 |
Academic lecture |
| Trans-dimensional Bayesian Deep Learning |
2023 |
Academic lecture |
| Automated image/video classification and object detection of foraminifera |
2023 |
Academic lecture |
| Automatic detection of the mental foramen for estimating mandibular cortical width in dental panoramic radiographs: the seventh survey of the Tromsø Study (Tromsø7) in 2015-2016 |
2022 |
Academic article |
| Artificial Intelligence Implementation in Healthcare: A Theory-Based Scoping Review of Barriers and Facilitators |
2022 |
Academic literature review |
| Species Classification Automation for Microfossil Photomicrograph Images |
2022 |
Academic lecture |
| Variable Depth Bayesian Neural Networks Using Reversible Jumps |
2022 |
Academic chapter/article/Conference paper |
| SCAMPI - Species Classification Automation for Microfossil Photomicrograph Images |
2022 |
Poster |
| Data-Driven Robust Control Using Reinforcement Learning |
2022 |
Academic article |
| Instance Segmentation of Microscopic Foraminifera |
2021 |
Academic article |
| Machine Learning in Chronic Pain Research: A Scoping Review |
2021 |
Academic literature review |
| Curve-Based Classification Approach for Hyperspectral Dermatologic Data Processing |
2021 |
Academic article |
| Challenges and opportunities beyond structured data in analysis of electronic health records |
2021 |
Academic literature review |
| Soft thresholding schemes for multiple signal classification algorithm |
2020 |
Academic article |
| A probabilistic bag-to-class approach to multiple-instance learning |
2020 |
Academic article |
| Toward A Personalized Decision Support System for Blood Glucose Management During and After Physical Activities in Patients with Type 1 Diabetes |
2020 |
Abstract |
| Risk-Averse Food Recommendation Using Bayesian Feedforward Neural Networks for Patients with Type 1 Diabetes Doing Physical Activities |
2020 |
Academic article |
| Detecting skin cancer using hyperspectral images |
2020 |
Popular scientific article |
| Early Detection of Change by Applying Scale-Space Methodology to Hyperspectral Images |
2020 |
Academic article |
| De-identifying Swedish EHR text using public resources in the general domain |
2020 |
Academic article |
| Statistics-based Classification Approach for Hyperspectral Dermatologic Data Processing |
2020 |
Academic lecture |
| Estimation of Blood Glucose Concentration During Endurance Sports |
2020 |
Academic article |
| In-silico evaluation of glucose regulation using policy gradient reinforcement learning for patients with type 1 diabetes mellitus |
2020 |
Academic article |
| Hyperspectral imaging for the detection of glioblastoma tumor cells in H&E slides using convolution neural networks |
2020 |
Academic article |
| Reinforcement learning application in diabetes blood glucose control: A systematic review |
2020 |
Academic literature review |
| Hyperspectral imaging and deep learning for the detection of breast cancer cells in digitized histological images |
2020 |
Academic article |
| The effects of terlipressin and direct portacaval shunting on liver hemodynamics following 80% hepatectomy in the pig |
2019 |
Academic article |
| Multiple Signal Classiflcation: Challenges on the Route from
Millimeter Resolution to Nanometer Resolution |
2019 |
Lecture |
| A novel scale-space approach for multinormality testing and the k-sample problem in the high dimension low sample size scenario |
2019 |
Academic article |
| In-silico Evaluation of Trust Region Policy Optimization Reinforcement Learning for T1DM Closed-Loop Control |
2019 |
Poster |
| In-silico Evaluation of Type-1 Diabetes Closed-Loop Control using Deep Reinforcement Learning |
2019 |
Poster |
| Food recommendation using machine learning for physical activities in patients with type 1 diabetes |
2019 |
Academic article |
| Recent advances in hyperspectral imaging for melanoma detection |
2019 |
Academic literature review |
| Reinforcement-Learning Optimal Control for Type-1 Diabetes |
2018 |
Poster |
| A Decision Support Tool for Optimal Control of Planet Temperature Using Reinforcement Learning |
2018 |
Lecture |
| Data-Driven Robust Control Using Reinforcement Learning |
2018 |
Lecture |
| CONTROLLING BLOOD GLUCOSE LEVELS IN PATIENTS WITH TYPE 1 DIABETES USING FITTED Q-ITERATIONS AND FUNCTIONAL FEATURES |
2018 |
Academic chapter/article/Conference paper |
| Health analytics
Kunstig intelligens – nye muligheter for helsetjenesten |
2018 |
Report |
| Health Analytics |
2018 |
Report |
| Control of Blood Glucose for Type-1 Diabetes by Using Reinforcement Learning with Feedforward Algorithm |
2018 |
Academic article |
| Reinforcement-Learning Optimal Control for Type-1 Diabetes |
2018 |
Academic chapter/article/Conference paper |
| Using anchors from free text in electronic health records to diagnose postoperative delirium |
2017 |
Academic article |
| Reinforcement Learning Algorithm for Patients with Type-1 Diabetes |
2017 |
Poster |
| An early infectious disease outbreak detection system based on self-recorded data from people with diabetes |
2017 |
Poster |
| An early infectious disease outbreak detection system based on self-recorded data from people with diabetes |
2017 |
Abstract |
| Comparison of computer systems and ranking criteria for automatic melanoma detection in dermoscopic images |
2017 |
Academic article |
| Predicting colorectal surgical complications using heterogeneous clinical data and kernel methods |
2016 |
Academic article |
| Internasjonale referansecase for bruk av helsedata |
2016 |
Report |
| On Data-Independent Properties for Density-Based Dissimilarity Measures in Hybrid Clustering |
2016 |
Academic article |
| Support vector feature selection for early detection of anastomosis leakage from bag-of-words in electronic health records |
2016 |
Academic article |
| Data-driven personalized feedback to patients with Type 1 Diabetes: A randomized trial |
2015 |
Academic article |
| Divergence-based colour features for melanoma detection |
2015 |
Academic chapter/article/Conference paper |
| Prediction of Surgical Complications using Heterogeneous Clinical Data and Kernel Methods |
2015 |
Academic lecture |
| Computer-aided decision support for melanoma detection applied on melanocytic and non-melanocytic skin lesions: a comparison of two systems based on automatic analysis of dermoscopic images |
2015 |
Academic article |
| Improved Skin Lesion Diagnostics for General Practice by Computer-Aided Diagnostics |
2015 |
Academic chapter/article/Conference paper |
| Non-linear hypothesis testing of geometric object properties of shapes applied to hippocampi |
2015 |
Academic article |
| Predicting Postoperative Delirium Using Anchors. |
2015 |
Poster |
| Sub sea surface temperatures in the Polar North Atlantic during the Holocene: Planktic foraminiferal Mg/Ca temperature reconstructions |
2014 |
Academic article |
| Power law approximations of movement network data for modeling infectious disease spread |
2014 |
Academic article |
| A semiautomatic tool for prostate segmentation in radiotherapy treatment planning |
2014 |
Academic article |
| Feature selection using Kernel Component Analysis For Early Detection Of Anastomosis Leakage |
2014 |
Academic lecture |
| Benthic foraminifera as indicators of natural variability and anthropogenic impact – environmental change in the SW Barents Sea |
2014 |
Poster |
| Surface water conditions and calcium carbonate preservation in the Fram Strait during marine isotope stage 2, 28.8–15.4 kyr |
2014 |
Academic article |
| Performance of a dermoscopy-based computer vision system for the diagnosis of pigmented skin lesions compared with visual evaluation by experienced dermatologists |
2014 |
Academic article |
| Baseline benthic foraminiferal assemblages and habitat conditions in a sub-Arctic region of increasing petroleum development |
2013 |
Academic article |
| Elemental carbon measurements in European Arctic snow packs |
2013 |
Academic article |
| Model-driven diabetes care: study protocol for a randomized controlled trial |
2013 |
Academic article |
| Mobile Patient Applications within Diabetes - from Few and Easy to Advanced Functionalities |
2013 |
Abstract |
| Mobile Patient Applications within Diabetes - from Few and Easy to Advanced Functionalities |
2013 |
Poster |
| The Snow system – a distributed medical data processing system |
2013 |
Academic lecture |
| Statistical Analysis of Lattice Data with Wavelet Variance Methods and Spatiotemporal Modeling of Infectious Disease Spread |
2013 |
Doctoral dissertation |
| Holocene Atlantic Water temperature reconstruction in the Nordic Seas based on foraminiferal Mg/Ca ratios |
2012 |
Academic lecture |
| A modelling approach to assessing the timescale uncertainties in proxy series with chronological errors |
2012 |
Academic article |
| Modeling the spread of infectious diseases by Gaussian Markov Random Fields as a tool for medical decision making |
2012 |
Academic lecture |
| Automatic nematode detection in cod fillets (Gadus morhua L.) by hyperspectral imaging |
2012 |
Academic article |
| Scale-Space Methods for Live Processing of Sensor Data |
2012 |
Academic article |
| Pairwise scale space comparison of time series with application to climate research |
2012 |
Academic article |
| On hybrid classification using model assisted posterior estimates |
2012 |
Academic article |
| Mobile Phone-Based Pattern Recognition and Data Analysis for Patients with Type 1 Diabetes |
2012 |
Academic article |
| Model driven mobile care for patients with type 1 diabetes |
2012 |
Academic article |
| Scale-Space Methods for Live Processing of Sensor Data |
2012 |
Academic lecture |
| Spatio-temporal modeling of communicable diseases: A case study of North Norway |
2012 |
Poster |
| Causality in Scale Space as an Approach to Change Detection |
2012 |
Academic article |
| Bayesian multiscale analysis of images modeled as Gaussian Markov random fields |
2012 |
Academic article |
| Multicentennial Variability of the Sea Surface Temperature Gradient across the Subpolar North Atlantic over the Last 2.8 kyr |
2012 |
Academic article |
| Modelling the regional climate and isotopic composition of Svalbard precipitation using REMOiso: a comparison with available GNIP and ice core data |
2011 |
Academic article |
| Foraminiferal faunal evidence of twentieth-century Barents Sea warming |
2011 |
Academic article |
| North Atlantic sea surface temperatures and their relation to the North Atlantic Oscillation during the last 230 years |
2011 |
Academic article |
| Holocene climate variability of the Norwegian Atlantic Current during high and low solar insolation forcing |
2011 |
Academic article |
| Spatio-temporal Modelling and Outbreak Detection of Infectious Diseases in Northern Norway |
2011 |
Poster |
| Thousand years of winter surface air temperature variations in Svalbard and northern Norway reconstructed from ice-core data |
2011 |
Academic article |
| Sun-induced migraine attacks in an Arctic population |
2011 |
Academic article |
| Scale Space Methods for Analysis of Type 2 Diabetes Patients' Blood Glucose Values |
2011 |
Academic article |
| Automatic Segmentation of Dermoscopic Images by Iterative Classification |
2011 |
Academic article |
| Spatio-temporal modeling and outbreak detection of infectious diseases in northern Norway |
2011 |
Academic lecture |
| Mg/Ca paleotemperature reconstructions of Atlantic Water advected to the European subarctic and arctic margins the past 14.000 cal yr B.P |
2011 |
Poster |
| The role of statistics in shape analysis |
2010 |
Academic lecture |
|
2010 |
Academic lecture |
| Scale-space approach to multinormality testing and the k-sample problem |
2010 |
Academic lecture |
| High frequency climate variability of the Norwegian Atlantic Current during the early Holocene period and a possible connection to the Gleissberg cycle |
2010 |
Academic article |
| Automatic learning of spatial patterns for diagnosis of skin lesions |
2010 |
Academic article |
| Statistical modeling of aggregated lifestyle and blood glucose data in type 1 diabetes patients |
2010 |
Academic anthology/Conference proceedings |
| North Atlantic sea surface temperatures and their relation to the North Atlantic Oscillation during the last 230 years |
2010 |
Academic article |
| Digital Monitoring of Changes in Skin Lesions |
2010 |
Academic chapter/article/Conference paper |
| Digital Monitoring of Changes in Skin Lesions |
2010 |
Academic lecture |
| A computer aided diagnostic system for malignant melanomas |
2010 |
Academic chapter/article/Conference paper |
| Holocene Antarctic climate variability from ice and marine sediment cores: Insights on ocean-atmosphere interaction |
2010 |
Academic article |
| Unsupervised segmentation for digital dermoscopic images |
2010 |
Academic article |
| Contribution to Discussion of the paper ‘Approximate Bayesian inference for latent Gaussianmodels by using integrated nested Laplace approximations’ by Rue, Martino, S., and Chopin, N |
2009 |
Academic article |
| Ridge detection with application to automatic fish fillet inspection |
2009 |
Academic article |
| Tropical Pacific-high latitude south Atlantic teleconnections as seen in delta O-18 variability in Antarctic coastal ice cores |
2009 |
Academic article |
| A decadal-scale Holocene sea surface temperature record from the subpolar North Atlantic constructed using diatoms and statistics and its relation to other climate parameters |
2008 |
Academic article |
| Multiscale spectral analysis for detecting short and long range change points in time series |
2008 |
Academic article |
| Decrease of sea ice thickness at Hopen, Barents Sea, during 1966-2007 |
2008 |
Academic article |
| A scale-space approach for detecting significant differences between models and observations using global albedo distributions |
2008 |
Academic article |
| Deuterium excess record from a small Arctic ice cap |
2008 |
Academic article |
| A propagation-separation approach to estimate the autocorrelation in a time-series |
2008 |
Academic article |
| A scale-space approach for detecting non-stationarities in time series |
2008 |
Academic article |
| Bayesian modeling and significant features exploration in wavelet power spectra |
2007 |
Academic article |
| Faunal evidence of 20th century Arctic warming |
2007 |
Academic lecture |
| Faunal evidence of 20th century Arctic warming |
2007 |
Abstract |
| Visualization and inference based on wavelet coefficients, SiZer and SiNos |
2007 |
Academic article |
| Scale-space analysis of time series in circulatory research |
2006 |
Academic article |
| PC-en etterligner legen |
2006 |
Feature article |
| Bayesian multiscale analysis for time series data |
2006 |
Academic article |
| A visual display device for significant features in complicated signals |
2005 |
Academic article |
| Atmospheric-driven state transfer of shore-fast ice in the north-eastern Kara Sea |
2005 |
Academic article |
| EM-estimation and modeling of heavy-tailed processes with the multivariate normal inverse Gaussian distribution |
2005 |
Academic article |
| Statistical techniques to select detection thresholds for peak signals in ice-core data |
2005 |
Academic article |
| Klimaendring - fleip eller fakta? |
2005 |
Feature article |
| Scale-space techniques for exploring features in signals |
2005 |
Academic lecture |
| Statistical significance of features in digital images |
2004 |
Academic article |
| Dating a coastal ice core using ECM, DEP and oxygen isotopes |
2004 |
Academic article |
| Holocene paleoceanography and glacial history of the West Spitsbergen area, Euro-Arctic margin |
2004 |
Academic article |
| Statistiske metoder i klimaforskning |
2003 |
Lecture |
| Recent developments in time series analysis : Examples of use in climate research |
2003 |
Academic article |
| Holocene paeleoceanography and paleoclimate of the West Spitsbergen area, Euro-Arctic margin |
2003 |
Academic lecture |
| Holocene paeleoceanography and paleoclimate of the West Spitsbergen area, Euro-Arctic margin |
2003 |
Academic lecture |
| Surface albedo in Ny Ålesund, Svalbard: variability and trends during 1981-1997 |
2002 |
Academic article |
| Significance in scale-space for bivariate density estimation |
2002 |
Academic article |
| Assessment of potential transport of pollutants into the Barents Sea via sea ice - an observational approach |
2002 |
Academic article |
| Surface albedo in Ny-Ålesund, Svalbard: variability and trends during 1981--1997 |
2002 |
Academic article |
| M-smoother with local linear fit |
2002 |
Academic article |
| Finite sample properties of an adaptive density estimator |
2002 |
Academic article |
| Feature extraction and classification of dynamic contrast-enhanced T2*-weighted breast image data |
2001 |
Academic article |
| An estimator for functional data with application to MRI |
2001 |
Academic article |
| An estimator for functional data with application to MRI |
2001 |
Academic article |
| Feature Extraction and Classification of Dynamic Contrast-Enhanced T2*-Weighted Breast Image Data |
2001 |
Academic article |
| Semiparetric estimation of extremes |
1999 |
Academic article |
| Long-term variability and trends (1981-1997) in surface aldebo in Ny-Ålesund, Svalbard |
1999 |
Academic lecture |
| Significance in scale-space for clustering |
1999 |
Academic chapter/article/Conference paper |
| Edge preserving smoothers for image processing (with discussion) |
1998 |
Academic article |
| On the used of Gibbs priors for Bayesian image restoration |
1997 |
Academic article |
| A nonlinear Gaussian filter applied to images with discontinuities |
1997 |
Academic article |
| M-Smoother with Local Linear Fit |
1997 |
Academic article |
| Correction to 'Analysis of Dynamic Magnetic Resonance Images' |
1997 |
Academic article |
| Analysis of dynamic magnetic resonance images |
1996 |
Academic article |
| Combined perfusion MR imaging and diffusion weighted imaging in a rat model of reversible middle cerebral artery occlusion |
1995 |
Academic article |
| Automatic programming of grinding robot, restoration and contours |
1995 |
Academic article |
| Estimation of the number of true grey levels, their values and relative frequencies in a noisy image |
1995 |
Academic article |
| Statistical methods for noisy images with discontinuities |
1994 |
Academic article |
| Comparison of statistical methods in MR imaging |
1991 |
Academic article |
| Noise reduction using Markov random fields |
1991 |
Academic article |
| Statistical methods for noise reduction in images |
1990 |
Academic lecture |
| Restoration of NMR images |
1990 |
Academic lecture |
| Noise distributions of NMR images |
1988 |
Academic lecture |
| Optimization and safety considerations in the design of stationkeeping systems |
1987 |
Poster |
