Publications

Srishti Gautam; Marina Marie-Claire Hohne; Stine Hansen; Robert Jenssen; Michael Kampffmeyer; Demonstrating The Risk of Imbalanced Datasets in Chest X-ray Image-based Diagnostics by Prototypical Relevance Propagation 2022. Poster

Srishti Gautam; Marina Marie-Claire Hohne; Stine Hansen; Robert Jenssen; Michael Kampffmeyer; Demonstrating The Risk of Imbalanced Datasets in Chest X-ray Image-based Diagnostics by Prototypical Relevance Propagation 2022. Poster

Theodor Anton Ross; Anna Kaarina Pöntinen; Jessin Janice; Einar Holsbø; Jukka Corander; et al. Leveraging machine learning for finding novel putative virulence factors in Enterococcus faecium 2022. Poster

Xujie Zhang; Yu Sha; Michael Kampffmeyer; Zhenyu Xie; Zequn Jie; et al. ARMANI: Part-level Garment-Text Alignment for Unified Cross-Modal Fashion Design SIGMM Records, 2022. Scientific article

Aliaksandr Hubin; Geir Olve Storvik; Variational Inference for Bayesian Neural Networks under Model and Parameter Uncertainty 2022. Poster

Jon Lachmann; Geir Olve Storvik; Florian Frommlet; Aliaksandr Hubin; A subsampling approach for Bayesian model selection 2022. Poster

Aliaksandr Hubin; Geir Olve Storvik; Variational Bayes for inference on model and parameter uncertainty in Bayesian neural networks , 2022. Scientific lecture

Jon Lachmann; Geir Olve Storvik; Florian Frommlet; Aliaksandr Hubin; A subsampling approach for Bayesian model selection International Journal of Approximate Reasoning, pp. 33 63 30 , doi: https://doi.org/10.1016/j.ijar.2022.08.018 , 2022. Scientific article

Claudio Constantin Heinrich; Tobias Fissler; Is the mode elicitable relative to unimodal distributions? Biometrika, pp. 1157 1164 7 , doi: https://doi.org/10.1093/biomet/asab065 , 2022. Scientific article

Jan Borgelt; Jorge Sicacha Parada; Olav Skarpaas; Francesca Verones; Native range estimates for red-listed vascular plants Scientific Data, pp. 12 , doi: https://doi.org/10.1038/s41597-022-01233-5 , 2022. Scientific article

Emily Grace Simmonds; Kwaku Peprah Adjei; Christoffer Wold Andersen; Janne Cathrin Hetle Aspheim; Claudia Battistin; et al. Insights into the quantification and reporting of model-related uncertainty across different disciplines iScience, pp. 16 , doi: https://doi.org/10.1016/j.isci.2022.105512 , 2022. Scientific article

Jorge Armando Sicacha Parada; Diego Pavòn-Jordàn; Ingelin Steinsland; Roelof Frans May; Bård Gunnar Stokke; et al. A Spatial Modeling Framework for Monitoring Surveys with Different Sampling Protocols with a Case Study for Bird Abundance in Mid-Scandinavia Journal of Agricultural Biological and Environmental Statistics, pp. 562 591 29 , doi: https://doi.org/10.1007/s13253-022-00498-y , 2022. Scientific article

Line Iden Berge; Marie H. Gedde; Juan Carlos Torrado Vidal; Bettina Elisabeth Franziska Husebø; Kia Minna Hynninen; et al. The acceptability, adoption, and feasibility of a music application developed using participatory design for home-dwelling persons with dementia and their caregivers. The “Alight” app in the LIVE@Home.Path trial Frontiers in Psychiatry, pp. 1 18 , doi: https://doi.org/10.3389/fpsyt.2022.949393 , 2022. Scientific article

Juan Carlos Torrado Vidal; Bettina Elisabeth Franziska Husebø; Heather G. Allore; Ane Erdal; Stein Erik Fæø; et al. Digital phenotyping by wearable-driven artificial intelligence in older adults and people with Parkinson's disease: Protocol of the mixed method, cyclic ActiveAgeing study PLOS ONE, pp. 1 19 , doi: https://doi.org/10.1371/journal.pone.0275747 , 2022. Scientific article

Magnus Stellander; André Henriksen; Henriette Michalsen; Audny Gabriele Wagner Anke; Daniel Ursin; et al. Sorterius - An augmented reality app for encouraging outdoor physical activity for people with intellectual disabilities 2022. Scientific lecture

Juan Carlos Torrado Vidal; Emotional self-regulation strategies for people with autism using wearable devices , 2022. Scientific lecture

Silius Mortensønn Vandeskog; Sara Martino; Daniela Castro-Camilo; Håvard Rue; Modelling Sub-daily Precipitation Extremes with the Blended Generalised Extreme Value Distribution Journal of Agricultural Biological and Environmental Statistics, pp. 598 621 , doi: https://doi.org/10.1007/s13253-022-00500-7 , 2022. Scientific article

Ali Wajdan; Tollef Struksnes Jahren; Manuel Villegas-Martinez; Faraz Hameed Khan; Per Steinar Halvorsen; et al. Automatic Detection of Aortic Valve Events Using Deep Neural Networks on Cardiac Signals From Epicardially Placed Accelerometer IEEE journal of biomedical and health informatics, pp. 4450 4461 11 , doi: https://doi.org/10.1109/JBHI.2022.3181148 , 2022. Scientific article

Ali Wajdan; Tollef Struksnes Jahren; Manuel Villegas-Martinez; Faraz Hameed Khan; Per Steinar Halvorsen; et al. Automatic Detection of Aortic Valve Events Using Deep Neural Networks on Cardiac Signals From Epicardially Placed Accelerometer IEEE journal of biomedical and health informatics, pp. 4450 4461 11 , doi: https://doi.org/10.1109/JBHI.2022.3181148 , 2022. Scientific article

Børge Solli Andreassen; David Volgyes; Eigil Samset; Anne H Schistad Solberg; Mitral Annulus Segmentation and Anatomical Orientation Detection in TEE Images Using Periodic 3D CNN IEEE Access, pp. 51472 51486 , doi: https://doi.org/10.1109/ACCESS.2022.3174059 , 2022. Scientific article