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2020
1 Hernandez, Miguel Ángel Tejedor; Woldaregay, Ashenafi Zebene; Godtliebsen, Fred.
Reinforcement Learning Application in Diabetes Blood Glucose Control: A Systematic Review. Artificial Intelligence in Medicine 2020 ;Volum 104.
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2 Ngo, Phuong; Årsand, Eirik; Godtliebsen, Fred.
TOWARD A PERSONALIZED DECISION SUPPORT SYSTEM FOR BLOOD GLUCOSE MANAGEMENT DURING AND AFTER PHYSICAL ACTIVITIES IN PATIENTS WITH TYPE 1 DIABETES. Diabetes Technology & Therapeutics 2020 ;Volum 22.(S1)
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2019
3 Acuña Maldonado, Sebastian Andres; Hussain, G M A Mehedi; Godtliebsen, Fred; Ahluwalia, Balpreet Singh; Ha, Hoai Phuong; Prasad, Dilip K.; Agarwal, Krishna.
Multiple Signal Classiflcation: Challenges on the Route from Millimeter Resolution to Nanometer Resolution. PIERS2019 in Rome; 2019-06-17 - 2019-06-20
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4 Hammond, John S.; Godtliebsen, Fred; Steigen, Sonja Eriksson; Guha, I. Neil; Wyatt, Judy; Revhaug, Arthur; Lobo, Dileep N.; Mortensen, Kim Erlend.
The effects of terlipressin and direct portacaval shunting on liver hemodynamics following 80% hepatectomy in the pig. Clinical Science 2019 ;Volum 133.(1) s. 153-166
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5 Hindberg, Kristian; Hannig, Jan; Godtliebsen, Fred.
A novel scale-space approach for multinormality testing and the k-sample problem in the high dimension low sample size scenario. PLOS ONE 2019 ;Volum 14.(1) s. 1-20
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6 Johansen, Thomas Haugland; Møllersen, Kajsa; Ortega, Samuel; Fabelo, Himar; Garcia, Aday; Callico, Gustavo; Godtliebsen, Fred.
Recent advances in hyperspectral imaging for melanoma detection. Wiley Interdisciplinary Reviews: Computational Statistics 2019 ;Volum :e1465. s. -
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7 Ngo, Phuong; Tayefi, Maryam; Nordsletta, Anne Torill; Godtliebsen, Fred.
Food recommendation using machine learning for physical activities in patients with type 1 diabetes. Linköping Electronic Conference Proceedings 2019 (161) s. 45-49
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2018
8 Bakkevoll, Per Atle; Makhlysheva, Alexandra; Budrionis, Andrius; Chomutare, Taridzo; Linstad, Line Helen; Nordsletta, Anne Torill; Godtliebsen, Fred; Bellika, Johan Gustav; Skrøvseth, Stein Olav; Solvoll, Terje; Henriksen, Torje Dahle; Hurley, Joseph; Blixgård, Håvard Kvalvåg.
Health analytics Kunstig intelligens – nye muligheter for helsetjenesten. Tromsø: Nasjonalt senter for e-helseforskning 2018 (ISBN 978-82-8242-085-3) 29 s. NSE-rapport(03-2018)
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9 Makhlysheva, Alexandra; Budrionis, Andrius; Chomutare, Taridzo; Nordsletta, Anne Torill; Bakkevoll, Per Atle; Henriksen, Torje Dahle; Hurley, Joseph; Bellika, Johan Gustav; Blixgård, Håvard Kvalvåg; Godtliebsen, Fred; Skrøvseth, Stein Olav; Solvoll, Terje; Linstad, Line Helen.
Health Analytics. Tromsø: Nasjonalt senter for e-helseforskning 2018 (ISBN 978-82-8242-086-0) 88 s. NSE-rapport(04-2018)
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10 Myhre, Jonas Nordhaug; Godtliebsen, Fred; Launonen, Ilkka Kalervo; Wei, Susan.
CONTROLLING BLOOD GLUCOSE LEVELS IN PATIENTS WITH TYPE 1 DIABETES USING FITTED Q-ITERATIONS AND FUNCTIONAL FEATURES. I: 2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP). IEEE Signal Processing Society 2018 ISBN 978-1-5386-5477-4.
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11 Ngo, Phuong D.; Godtliebsen, Fred.
Data-Driven Robust Control Using Reinforcement Learning. SICE International Symposium on Control Systems 2018; 2018-03-09 - 2018-03-11
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12 Ngo, Phuong D.; Hernandez, Miguel Ángel Tejedor; Godtliebsen, Fred.
A Decision Support Tool for Optimal Control of Planet Temperature Using Reinforcement Learning. 17th Conference on Artificial and Computational Intelligence and its Applications to the Environmental Sciences; 2018-01-07 - 2018-01-11
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13 Ngo, Phuong; Wei, Susan; Holubova, Anna; Muzik, Jan; Godtliebsen, Fred.
Control of Blood Glucose for Type-1 Diabetes by Using Reinforcement Learning with Feedforward Algorithm. Computational & Mathematical Methods in Medicine 2018 ;Volum 2018. s. 1-8
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14 Ngo, Phuong; Wei, Susan; Holubova, Anna; Muzik, Jan; Godtliebsen, Fred.
Reinforcement-Learning Optimal Control for Type-1 Diabetes. I: 2018 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI 2018). IEEE 2018 ISBN 9781538624067. s. 333-336
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15 Ngo, Phuong; Wei, Susan; Holubova, Anna; Muzik, Jan; Godtliebsen, Fred.
Reinforcement-Learning Optimal Control for Type-1 Diabetes. The IEEE Conference on Biomedical and Health Informatics (BHI) 2018; 2018-03-04 - 2018-03-07
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2017
16 Mikalsen, Karl Øyvind; Ruiz, Cristina Soguero; Jensen, Kasper; Hindberg, Kristian; Gran, Mads; Revhaug, Arthur; Lindsetmo, Rolv-Ole; Skrøvseth, Stein Olav; Godtliebsen, Fred; Jenssen, Robert.
Using anchors from free text in electronic health records to diagnose postoperative delirium. Computer Methods and Programs in Biomedicine 2017 ;Volum 152. s. 105-114
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17 Møllersen, Kajsa; Zortea, Maciel; Schopf, Thomas Roger Griesbeck; Kirchesch, Herbert M.; Godtliebsen, Fred.
Comparison of computer systems and ranking criteria for automatic melanoma detection in dermoscopic images. PLOS ONE 2017 ;Volum 12.(12) s. -
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18 Ngo, Phuong; Myhre, Jonas Nordhaug; Godtliebsen, Fred.
Reinforcement Learning Algorithm for Patients with Type-1 Diabetes. The Multi-disciplinary Conference on Reinforcement Learning and Decision; 2017-06-11 - 2017-06-14
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19 Woldaregay, Ashenafi Zebene; Chomutare, Taridzo; Albers, Dave; Mamykina, Lena; Hejlesen, Ole Kristian; Lovis, Christian; Demiris, George; Toussaint, Pieter Jelle; Bassøe, Carl Fredrik; Horsch, Alexander; Godtliebsen, Fred; Botsis, Taxiarchis; Årsand, Eirik; Hartvigsen, Gunnar.
An early infectious disease outbreak detection system based on self-recorded data from people with diabetes. ATTD 2017; 2017-02-15 - 2017-02-18
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20 Woldaregay, Ashenafi Zebene; Chomutare, Taridzo; Albers, Dave; Mamykina, Lena; Hejlesen, Ole Kristian; Lovis, Christian; Demiris, George; Toussaint, Pieter Jelle; Bassøe, Carl Fredrik; Horsch, Alexander; Godtliebsen, Fred; Botsis, Taxiarchis; Årsand, Eirik; Hartvigsen, Gunnar.
An early infectious disease outbreak detection system based on self-recorded data from people with diabetes. Diabetes Technology & Therapeutics 2017 ;Volum 19.(S1) s. A73-A74
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2016
21 Bakkevoll, Per Atle; Bellika, Johan Gustav; Godtliebsen, Fred; Linstad, Line Helen.
Internasjonale referansecase for bruk av helsedata. : Nasjonalt senter for e-helseforskning 2016 (ISBN 978-82-8242-063-1) 55 s. NSE-rapport(05-2016)
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22 Møllersen, Kajsa; Dhar, Subhra; Godtliebsen, Fred.
On Data-Independent Properties for Density-Based Dissimilarity Measures in Hybrid Clustering. Applied Mathematics 2016 ;Volum 7. s. 1674-1706
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23 Soguero-Ruiz, Cristina; Hindberg, Kristian; Mora-Jimenez, Inmaculada; Rojo-Álvarez, José Luis; Skrøvseth, Stein Olav; Godtliebsen, Fred; Mortensen, Kim Erlend; Revhaug, Arthur; Lindsetmo, Rolv-Ole; Augestad, Knut Magne; Jenssen, Robert.
Predicting colorectal surgical complications using heterogeneous clinical data and kernel methods. Journal of Biomedical Informatics 2016 ;Volum 61. s. 87-96
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24 Soguero-Ruiz, Cristina; Hindberg, Kristian; Rojo-Álvarez, José Luis; Skrøvseth, Stein Olav; Godtliebsen, Fred; Mortensen, Kim Erlend; Revhaug, Arthur; Lindsetmo, Rolv-Ole; Augestad, Knut Magne; Jenssen, Robert.
Support vector feature selection for early detection of anastomosis leakage from bag-of-words in electronic health records. IEEE journal of biomedical and health informatics 2016 ;Volum 20.(5) s. 1404-1415
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2015
25 Mikalsen, Karl Øyvind; Jenssen, Robert; Godtliebsen, Fred; Skrøvseth, Stein Olav; Revhaug, Arthur; Lindsetmo, Rolv-Ole; Hindberg, Kristian; Soguero-Ruiz, Cristina; Jensen, Kasper; Gran, Mads.
Predicting Postoperative Delirium Using Anchors.. NIPS 2015 Workshop on Machine Learning in Healthcare; 2015-12-15 - 2015-12-15
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26 Møllersen, Kajsa; Hardeberg, Jon Yngve; Godtliebsen, Fred.
Divergence-based colour features for melanoma detection. I: 2015 Colour and Visual Computing Symposium (CVCS). IEEE conference proceedings 2015 ISBN 978-1-4799-1765-5. s. -
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27 Møllersen, Kajsa; Kirchesch, Herbert M.; Zortea, Maciel; Schopf, Thomas Roger Griesbeck; Hindberg, Kristian; Godtliebsen, Fred.
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. BioMed Research International 2015 ;Volum 2015. s. -
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28 Møllersen, Kajsa; Zortea, Maciel; Hindberg, Kristian; Schopf, Thomas Roger Griesbeck; Skrøvseth, Stein Olav; Godtliebsen, Fred.
Improved Skin Lesion Diagnostics for General Practice by Computer-Aided Diagnostics. I: Dermoscopy Image Analysis. CRC Press 2015 ISBN 9781482253269. s. 247-292
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29 Schulz, Jörn; Pizer, Stephen M.; Marron, James Stephen; Godtliebsen, Fred.
Non-linear hypothesis testing of geometric object properties of shapes applied to hippocampi. Journal of Mathematical Imaging and Vision 2015 ;Volum 54.(1) s. 15-34
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30 Skrøvseth, Stein Olav; Årsand, Eirik; Godtliebsen, Fred; Joakimsen, Ragnar Martin.
Data-driven personalized feedback to patients with Type 1 Diabetes: A randomized trial. Diabetes Technology & Therapeutics 2015 ;Volum 17.(7) s. 482-489
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31 Soguero-Ruiz, Cristina; Hindberg, Kristian; Mora-Jimenez, Inmaculada; Rojo-Alvarez, Jose Luis; Skrøvseth, Stein Olav; Godtliebsen, Fred; Mortensen, Kim Erlend; Revhaug, Arthur; Lindsetmo, Rolv-Ole; Augestad, Knut Magne; Jenssen, Robert.
Prediction of Surgical Complications using Heterogeneous Clinical Data and Kernel Methods. NIPS workshop on machine learning in healthcare; 2015-12-10
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2014
32 Dijkstra, Noortje; Junttila, Juho; Carroll, Jolynn; Husum, Katrine; Hald, Morten; Elvebakk, Georg; Godtliebsen, Fred.
Benthic foraminifera as indicators of natural variability and anthropogenic impact – environmental change in the SW Barents Sea. Arctic Frontiers; 2014-01-22 - 2014-01-24
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33 Geilhufe, Marc; Held, Leonhard; Skrøvseth, Stein Olav; Simonsen, Gunnar Skov; Godtliebsen, Fred.
Power law approximations of movement network data for modeling infectious disease spread. Biometrical Journal 2014 ;Volum 56.(3) s. 363-382
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34 Schulz, Jörn; Skrøvseth, Stein Olav; Tømmerås, Veronika Kristine; Marienhagen, Kirsten; Godtliebsen, Fred.
A semiautomatic tool for prostate segmentation in radiotherapy treatment planning. BMC Medical Imaging 2014 ;Volum 14:4. s. -
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35 Soguero-Ruiz, Cristina; Mora-Jimenez, Inmaculada; Rojo-Alvarez, Jose Luis; Hindberg, Kristian; Godtliebsen, Fred; Mortensen, Kim Erlend; Revhaug, Arthur; Lindsetmo, Rolv-Ole; Skrøvseth, Stein Olav; Augestad, Knut Magne; Jenssen, Robert.
Feature selection using Kernel Component Analysis For Early Detection Of Anastomosis Leakage. 2nd International Workshop on Pattern Recognition for Healthcare Analytics; 2014-08-24 - 2014-08-24
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36 Sørensen, Steffen Aagaard; Husum, Katrine; Hald, Morten; Marchitto, Thomas; Godtliebsen, Fred.
Sub sea surface temperatures in the Polar North Atlantic during the Holocene: Planktic foraminiferal Mg/Ca temperature reconstructions. The Holocene 2014 ;Volum 24.(1) s. 93-103
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37 Zamelczyk, Katarzyna; Rasmussen, Tine Lander; Husum, Katrine; Godtliebsen, Fred; Hald, Morten.
Surface water conditions and calcium carbonate preservation in the Fram Strait during marine isotope stage 2, 28.8–15.4 kyr. Paleoceanography 2014 ;Volum 29.(1) s. 1-12
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38 Zortea, Maciel; Schopf, Thomas Roger Griesbeck; Thon, Kevin Otto; Geilhufe, Marc; Hindberg, Kristian; Kirchesch, Herbert M.; Møllersen, Kajsa; Schulz, Jørn; Skrøvseth, Stein Olav; Godtliebsen, Fred.
Performance of a dermoscopy-based computer vision system for the diagnosis of pigmented skin lesions compared with visual evaluation by experienced dermatologists. Artificial Intelligence in Medicine 2014 ;Volum 60.(1) s. 13-26
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2013
39 Forsström, S.; Isaksson, Elisabeth; Skeie, Ragnhild Bieltvedt; Ström, Johan; Pedersen, CA; Hudson, S.R.; Berntsen, Terje Koren; Lihavainen, H.; Godtliebsen, Fred; Gerland, Sebastian.
Elemental carbon measurements in European Arctic snow packs. Journal of Geophysical Research (JGR): Atmospheres 2013 ;Volum 118.(24) s. 13,614-13,627
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40 Bellika, Johan Gustav; Yigzaw, Kassaye Yitbarek; Henriksen, Torje Starbo; Ilebrekke, Lars; Skrøvseth, Stein Olav; Bakkevoll, Per Atle; Bønes, Erlend; Leer, Eirik; Johansen, Monika Alise; Chomutare, Taridzo; Simonsen, Gunnar Skov; Geilhufe, Marc; Berntsen, Gro; Gjelstad, Stein Are; Hartvigsen, Gunnar; Godtliebsen, Fred.
The Snow system – a distributed medical data processing system. Helseinformatikkuka i Trondheim; 2013-09-17 - 2013-09-19
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41 Dijkstra, Noortje; Junttila, Juho; Carroll, Jolynn; Husum, Katrine; Hald, Morten; Elvebakk, Georg; Godtliebsen, Fred.
Baseline benthic foraminiferal assemblages and habitat conditions in a sub-Arctic region of increasing petroleum development. Marine Environmental Research 2013 ;Volum 92. s. 178-196
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42 Geilhufe, Marc.
Statistical Analysis of Lattice Data with Wavelet Variance Methods and Spatiotemporal Modeling of Infectious Disease Spread. : Universitetet i Tromsø 2013 (ISBN 978-82-8236-098-2) 110 s.
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43 Skrøvseth, Stein Olav; Årsand, Eirik; Godtliebsen, Fred; Joakimsen, Ragnar Martin.
Model-driven diabetes care: study protocol for a randomized controlled trial. Trials 2013 ;Volum 14. s. 139-
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44 Årsand, Eirik; Skrøvseth, Stein Olav; Hejlesen, Ole; Horsch, Alexander; Godtliebsen, Fred; Grøttland, Astrid; Hartvigsen, Gunnar.
Mobile Patient Applications within Diabetes - from Few and Easy to Advanced Functionalities. MEDINFO 2013; 2013-08-20 - 2013-08-23
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45 Årsand, Eirik; Skrøvseth, Stein Olav; Hejlesen, Ole; Horsch, Alexander; Godtliebsen, Fred; Grøttland, Astrid; Hartvigsen, Gunnar.
Mobile Patient Applications within Diabetes - from Few and Easy to Advanced Functionalities. Studies in Health Technology and Informatics 2013 ;Volum 192. s. 1010-1010
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2012
46 Godtliebsen, Fred; Holmström, L.; Miettinen, Arto; Erästö, P.; Divine, Dmitry V; Koc, Nalan.
Pairwise scale space comparison of time series with application to climate research. Journal of Geophysical Research (JGR): Oceans 2012 ;Volum 117. s. -
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47 Skrøvseth, Stein Olav; Dias, André; Gorzelniak, L.; Godtliebsen, F.; Horsch, A..
Scale-Space Methods for Live Processing of Sensor Data. Studies in Health Technology and Informatics 2012 ;Volum 180. s. 138-142
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48 Divine, D. V.; Godtliebsen, F.; Rue, H..
A modelling approach to assessing the timescale uncertainties in proxy series with chronological errors. Climate of the Past Discussions 2012 ;Volum 8.(1) s. 31-61
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49 Geilhufe, Marc; Skrøvseth, Stein Olav; Sørbye, Sigrunn Holbek; Yigzaw, Kassaye Yitbarek; Bellika, Johan Gustav; Godtliebsen, Fred.
Spatio-temporal modeling of communicable diseases: A case study of North Norway. The Second Workshop on Bayesian Inference for Latent Gaussian Models with Applications; 2012-05-30 - 2012-06-01
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50 Ghosh, Anil K.; Godtliebsen, Fred.
On hybrid classification using model assisted posterior estimates. Pattern Recognition 2012 ;Volum 45.(6) s. 2288-2298
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