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Børge Solli Andreassen; Federico Veronesi; Olivier Gerard; Anne H Schistad Solberg; Eigil Samset; Mitral Annulus Segmentation Using Deep Learning in 3-D Transesophageal Echocardiography IEEE journal of biomedical and health informatics, pp. 994 1003 , doi: https://doi.org/10.1109/JBHI.2019.2959430 , 2020. Scientific article

Publisher IEEE (Institute of Electrical and Electronics Engineers)

Tollef Struksnes Jahren; Erik Normann Steen; Svein Arne Aase; Anne H Schistad Solberg; Estimation of End-Diastole in Cardiac Spectral Doppler Using Deep Learning IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control, pp. 2605 2614 , doi: https://doi.org/10.1109/TUFFC.2020.2995118 , 2020. Scientific article

Tollef Struksnes Jahren; Erik Normann Steen; Svein Arne Aase; Anne H Schistad Solberg; Estimation of End-Diastole in Cardiac Spectral Doppler Using Deep Learning IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control, pp. 2605 2614 , doi: https://doi.org/10.1109/TUFFC.2020.2995118 , 2020. Scientific article

Hani Nozari Mirarkolaei; Sten Roar Snare; Anne H Schistad Solberg; Erik Normann Steen; Frame rate up-conversion in cardiac ultrasound Biomedical Signal Processing and Control, pp. 13 , doi: https://doi.org/10.1016/j.bspc.2020.101863 , 2020. Scientific article

Publisher Elsevier

Hani Nozari Mirarkolaei; Sten Roar Snare; Anne H Schistad Solberg; Erik Normann Steen; Frame rate up-conversion in cardiac ultrasound Biomedical Signal Processing and Control, pp. 13 , doi: https://doi.org/10.1016/j.bspc.2020.101863 , 2020. Scientific article

Publisher Elsevier

Eiliv Lund; Marit Holden; Jean-Christophe Thalabard; Lill-Tove Rasmussen Busund; Igor Snapkow; et al. 9. Signals of Death—Post-Diagnostic Single Gene Expression Trajectories in Breast Cancer—A Proof of Concept pp. 141 162 , doi: https://doi.org/10.18261/9788215041193-2020-09 , 2020. Scientific chapter / article / conference article

Aliaksandr Hubin; Geir Olve Storvik; Florian Frommlet; A Novel Algorithmic Approach to Bayesian Logic Regression (with Discussion) Bayesian Analysis, vol. 15, pp. 263 333 , (ISSN 1936-0975 1931-6690 ), 2020. Scientific article

Changkyu Choi; Filippo Maria Bianchi; Michael Kampffmeyer; Robert Jenssen; Short-Term Load Forecasting with Missing Data using Dilated Recurrent Attention Networks Proceedings of the Northern Lights Deep Learning Workshop, (ISSN 2703-6928 ), doi: https://doi.org/10.7557/18.5136 , 2020. Scientific article

Bjørn Fjukstad; Nikita Shvetsov; Therese Haugdahl Nøst; Hege Marie Bøvelstad; Till Halbach; et al. Standardizing data analysis for system epidemiology studies doi: https://doi.org/10.1101/644625 , 2020. Chapter

Shujian Yu; Kristoffer Knutsen Wickstrøm; Robert Jenssen; Jose Principe; Understanding Convolutional Neural Networks With Information Theory: An Initial Exploration IEEE Transactions on Neural Networks and Learning Systems, (ISSN 2162-237X 2162-2388 ), doi: https://doi.org/10.1109/TNNLS.2020.2968509 , 2020. Scientific article

Publisher Institute of Electrical and Electronics Engineers (IEEE)

Are Charles Jensen; Andreas Austeng; Speckle Reduction Using Adaptive Receive-Side Compounding IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control, pp. 12 , (ISSN 0885-3010 1525-8955 ), doi: https://doi.org/10.1109/TUFFC.2020.3035031 , 2020. Scientific article

Svetlana Boudko; Peder Aursand; Habtamu Abie; Evolutionary Game for Confidentiality in IoT-Enabled Smart Grids Information, (ISSN 2078-2489 2078-2489 ), doi: https://doi.org/10.3390/info11120582 , 2020. Scientific article

Publisher MDPI

Karl Øyvind Mikalsen; Cristina Soguero-Ruiz; Robert Jenssen; A Kernel to Exploit Informative Missingness in Multivariate Time Series from EHRs (ISSN 9783030533519 ), 2020. Scientific anthology / conference series

Publisher Springer

Caroline Ditlev Binde; Ingunn Fride Tvete; Jørund Inge Gåsemyr; Bent Natvig; Marianne Klemp; Comparative effectiveness of dopamine agonists and monoamine oxidase type-B inhibitors for Parkinson’s disease: a multiple treatment comparison meta-analysis European Journal of Clinical Pharmacology, (ISSN 0031-6970 1432-1041 ), doi: https://doi.org/10.1007/s00228-020-02961-6 , 2020. Scientific review article

Publisher Springer

Rogelio Andrade Mancisidor; Michael Kampffmeyer; Kjersti Aas; Robert Jenssen; Learning latent representations of bank customers with the Variational Autoencoder Expert systems with applications, vol. 164, pp. 13 , (ISSN 0957-4174 1873-6793 ), doi: https://doi.org/10.1016/j.eswa.2020.114020 , 2020. Scientific article

Pierre Lison; Jeremy Barnes; Aliaksandr Hubin; Samia Touileb; Named Entity Recognition without Labelled Data: A Weak Supervision Approach (ISSN 978-1-950737-48-2 ), 2020. Scientific anthology / conference series

Publisher Association for Computational Linguistics

Schmidt Alexandra; Peter Guttorp; Flexible spatial covariance functions Spatial Statistics, vol. 35, (ISSN 2211-6753 2211-6753 ), doi: https://doi.org/10.1016/j.spasta.2020.100416 , 2020. Scientific review article

Publisher Elsevier

Comparison of one- and two-step seismic inversion for Lithology and Fluid prediction 2019. Lecture

Visualization of deep neural networks applied to fish age prediction 2019. Report

Publisher Norsk Regnesentral

Opening the black box -- individual prediction explanation 2019. Scientific lecture