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2020
1 Magnussen, Eirik Almklov; Solheim, Johanne Heitmann; Blazhko, Uladzislau; Tafintseva, Valeria; Tøndel, Kristin; Liland, Kristian Hovde; Dzurendova, Simona; Shapaval, Volha; Kohler, Achim.
Deep convolutional neural network recovers pure absorbance spectra from highly scatter‐distorted spectra of cells. Journal of Biophotonics 2020
NTNU NMBU Untitled
 
2 Magnussen, Eirik Almklov; Solheim, Johanne Heitmann; Blazhko, Uladzislau; Tafintseva, Valeria; Tøndel, Kristin; Liland, Kristian Hovde; Dzurendova, Simona; Shapaval, Volha; Sandt, Christophe; Borondics, Ferenc; Kohler, Achim.
Descattering Autoencoder for Fast Mie Scatter Correction of Infrared Microscopy Spectra. SciX 2020; 2020-10-12 - 2020-10-16
NMBU Untitled
 
3 Trukhan, Stanislau; Tafintseva, Valeria; Tøndel, Kristin; Großerueschkamp, Frederik; Mosig, Axel; Kovalev, Vassili; Gerwert, Klaus; Kohler, Achim.
Grayscale representation of infrared microscopy images by Extended Multiplicative Signal Correction for registration with histological images. Journal of Biophotonics 2020
NMBU Untitled
 
2019
4 Trukhan, Stanislau; Tafintseva, Valeria; Tøndel, Kristin; Großerueschkamp, Frederik; Mosig, Axel; Kovalev, Vassili; Kohler, Achim.
EMSC-based image registration of infrared images and histological H&E stained images. Workshop on Machine Learning and Chemometrics in Biospectroscopy; 2019-08-18 - 2019-08-21
NMBU Untitled
 
5 Tøndel, Kristin; Tafintseva, Valeria; Shapaval, Volha; Kohler, Achim.
Comparison of classification methods for genus and species classification of FTIR spectra of moulds, yeasts and bacteria. Workshop on Machine Learning and Chemometrics in Biospectroscopy; 2019-08-18 - 2019-08-21
NMBU Untitled
 
2018
6 Mcleod, Kristin; Tøndel, Kristin; Calvet, Lilian; Sermesant, Maxime; Pennec, Xavier.
Cardiac Motion Evolution Model for Analysis of Functional Changes Using Tensor Decomposition and Cross-Sectional Data. IEEE Transactions on Biomedical Engineering 2018 ;Volum 65.(12) s. 2769-2780
Untitled
 
7 Tøndel, Kristin.
Multivariat Metamodellering. Seminar; 2018-03-02 - 2018-03-02
NMBU Untitled
 
8 Tøndel, Kristin.
Multivariate metamodelling and heterogeneous modelling. Seminar; 2018-10-08 - 2018-10-08
NMBU Untitled
 
9 Tøndel, Kristin.
Multivariate metamodelling, combining top-down data-driven modelling with bottom-up theory-driven modelling. Arctic Analyses - Heading for the Future; 2018-04-16 - 2018-04-20
NMBU Untitled
 
10 Webb, Jessica; Draper, Jane; Fovargue, Lauren; Sieniewicz, Benjamin; Gould, Justin; Claridge, Simon; Barton, Carys; Smith, Silapiya; Tøndel, Kristin; Ronak, Rajani; Kapetanakis, Stamatis; Rinaldi, Christopher A; McDonagh, Theresa A.; Razavi, Reza; Carr-White, Gerald.
Is heart failure with mid range ejection fraction (HFmrEF) a distinct clinical entity or an overlap group?. International journal of cardiology: Heart and Vasculature (IJCHA) 2018 ;Volum 21. s. 1-6
SSB NMBU Untitled
 
11 Webb, Jessica; Fovargue, Lauren; Tøndel, Kristin; Porter, Bradley; Sieniewicz, Benjamin; Gould, Justin; Rinaldi, Christopher Aldo; Ismail, Tevfik; Chiribiri, Amedeo; Carr-White, Gerald.
The emerging role of cardiac magnetic resonance imaging in the evaluation of patients with HFpEF. Current Heart Failure Reports 2018 ;Volum 15.(1) s. 1-9
SSB NMBU Untitled
 
12 Webb, Jessica; Parkin, Denise; Tøndel, Kristin; Simitsis, Panagiotis; Roxburgh, James; Chambers, John B..
A comparison of early redo surgery rates in Mosaic porcine and Perimount bovine pericardial valves. European Journal of Cardio-Thoracic Surgery 2018 ;Volum 54.(4) s. 724-728
NMBU Untitled
 
13 Webb, Jessica; Parkin, Denise; Tøndel, Kristin; Simitsis, Panagiotis; Roxburgh, James; Chambers, John B..
Corrigendum: 'A comparison of early redo surgery rates in Mosaic porcine and Perimount bovine pericardial valves' [Eur J Cardiothorac Surg, (2018)] doi:10.1093/ejcts/ezy113. European Journal of Cardio-Thoracic Surgery 2018 ;Volum 53.(6) s. 1301-1301
NMBU Untitled
 
2017
14 Skjaervold, Nils Kristian; Brovold, Helge; Rahmati, Hodjatolah; Martens, Harald; Tøndel, Kristin; Cedersund, Gunnar; Munck, Lars M..
Multivariate Analyses and the Bridging of Biology's ‘Math-Gap’. I: Encyclopedia of analytical chemistry. John Wiley & Sons 2017 ISBN 9780470027318. s. 1-23
NTNU SSB Untitled
 
2016
15 Chaudhary, Neha; Tøndel, Kristin; Bhatnagar, Rakesh; Martins Dos Santos, Vitor A.P.; Puchalka, Jacek.
Characterizing the optimal flux space of genome-scale metabolic reconstructions through modified latin-hypercube sampling. Molecular Biosystems 2016 ;Volum 12.(3) s. 994-1005
NMBU Untitled
 
2015
16 Tøndel, Kristin; Land, Sander; Niederer, Steven A.; Smith, Nicolas P..
Quantifying inter-species differences in contractile function through biophysical modelling. Journal of Physiology 2015 ;Volum 593.(5) s. 1083-1111
NMBU Untitled
 
2014
17 Nordbø, Øyvind; Lamata, P.; Land, Sander; Niederer, Steven A.; Aronsen, Jan Magnus; Louch, William Edward; Sjaastad, Ivar; Martens, Harald; Gjuvsland, Arne Bjørke; Tøndel, Kristin; Torp, Hans; Lohezic, M; Schneider, Jürgen; Remme, Espen W.; Smith, Nicolas P; Omholt, Stig W; Vik, Jon Olav.
A computational pipeline for quantification of mouse myocardial stiffness parameters. Computers in Biology and Medicine 2014 ;Volum 53. s. 65-75
BJORKNES NTNU OUS UiO NMBU Untitled
 
18 Tafintseva, Valeria; Tøndel, Kristin; Ponossov, Arkadi; Martens, Harald.
Global structure of sloppiness in a nonlinear model. Journal of Chemometrics 2014 ;Volum 28.(8) s. 645-655
NTNU NMBU Untitled
 
19 Tøndel, Kristin; Martens, Harald.
Analyzing complex mathematical model behavior by partial least squares regression-based multivariate metamodeling. Wiley Interdisciplinary Reviews: Computational Statistics 2014 ;Volum 6.(6) s. 440-475
NTNU Untitled
 
20 Tøndel, Kristin; Niederer, Steven A.; Land, Sander; Smith, Nicolas P..
Insight into model mechanisms through automatic parameter fitting: a new methodological framework for model development. BMC Systems Biology 2014 ;Volum 8.(59)
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2013
21 Martens, Harald; Tøndel, Kristin; Wu, Tim; Omholt, Stig W.
What does my model really do, - how can I improve it and speed it up, - what are its best parameter values, and how sure can I be about all of this?. Mathematical Methods and Modeling of Biophysical Phenomena; 2013-03-04 - 2013-03-08
NOFIMA NTNU NMBU Untitled
 
22 Martens, Harald; Tøndel, Kristin; Wu, Tim; Omholt, Stig W.
What does my model really do, - how can I improve it and speed it up, - what are its best parameter values, and how sure can I be about all of this?. Scandinavian Symposium on Chemometrics; 2013-06-01 - 2013-06-02
NOFIMA UiO NMBU Untitled
 
23 Tøndel, Kristin; Vik, Jon Olav; Martens, Harald; Indahl, Ulf Geir; Smith, Nic; Omholt, Stig W.
Hierarchical multivariate regression-based sensitivity analysis reveals complex parameter interaction patterns in dynamic models. Chemometrics and Intelligent Laboratory Systems 2013 ;Volum 120. s. 25-41
NMBU Untitled
 
24 Martens, Harald; Tafintseva, Valeria; Isaeva, Julia; Nhek, Sarin; Nordbø, Øyvind; Tøndel, Kristin.
Computational Biology and the Structure of Doubt. International Conference on Systems Biology (ICSB); 2013-08-30 - 2013-09-03
NOFIMA NMBU Untitled
 
25 Martens, Harald; Tøndel, Kristin.
What does my model really do, - how can I improve it and speed it up, - what are its best parameter values, and how sure can I be about all of this?. Scandinavian Symposium on Chemometrics (ssc13); 2013-06-01 - 2013-06-02
NOFIMA NMBU Untitled
 
26 Martens, Harald; Tøndel, Kristin; Tafintseva, Valeria; Kohler, Achim; Plahte, Erik; Vik, Jon Olav; Gjuvsland, Arne Bjørke; Omholt, Stig W.
PLS-Based Multivariate Metamodeling of Dynamic Systems. I: New Perspectives in Partial Least Squares and Related Methods. Springer 2013 ISBN 978-1-4614-8283-3. s. 3-30
NOFIMA NMBU Untitled
 
2012
27 Tøndel, Kristin; Indahl, Ulf Geir; Gjuvsland, Arne Bjørke; Omholt, Stig W; Martens, Harald.
Multi-way metamodelling facilitates insight into the complex input-output maps of nonlinear dynamic models. BMC Systems Biology 2012 ;Volum 6.
NOFIMA NMBU Untitled
 
28 Tafintseva, Valeria; Tøndel, Kristin; Ponossov, Arkadi; Martens, Harald.
Inverse problem for models with many-to-one ambiguity. 2nd African-European Conference on Chemometrics (Afrodata 2012).; 2012-11-19 - 2012-11-23
NMBU Untitled
 
2011
29 Martens, Harald; Tøndel, Kristin; Isaeva, Julia; Vik, Jon Olav; Gjuvsland, Arne Bjørke; Plahte, Erik; Omholt, Stig W.
Multivariate metamodelling for simplifying complex mathematical models in biology. 4th Cardiac Physiome Workshop, Merton College, Oxford, 8 –10 July 2011.; 2011-07-08 - 2011-07-10
NOFIMA NMBU Untitled
 
30 Martens, Harald; Tøndel, Kristin; Vik, Jon Olav; Isaeva, Julia; Sæbø, Solve; Kohler, Achim; Omholt, Stig W.
Making the modeller's life easier: Assessing, comparing and simplifying high-dimensional mathematical models by multivariate bi-linear metamodelling. Seminar, NTNU; 2011-05-27 - 2011-05-27
NOFIMA NMBU Untitled
 
31 Tøndel, Kristin; Indahl, Ulf Geir; Gjuvsland, Arne Bjørke; Vik, Jon Olav; Hunter, Peter J; Omholt, Stig W; Martens, Harald.
Hierarchical Cluster-based Partial Least Squares Regression (HC-PLSR) is an efficient tool for metamodelling of nonlinear dynamic models. BMC Systems Biology 2011 ;Volum 5. s. -
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32 Vik, Jon Olav; Gjuvsland, Arne Bjørke; Li, Liren; Tøndel, Kristin; Niederer, Steven A.; Smith, Nicolas P; Hunter, Peter J; Omholt, Stig W.
Genotype-phenotype map characteristics of an in silico heart cell. Frontiers in Physiology 2011 ;Volum 2. s. -
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33 Tøndel, Kristin.
Hierarchical high-dimensional regression-based sensitivity analysis. Konferanse; 2011-07-15 - 2011-07-19
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2010
34 Martens, Harald; Måge, Ingrid; Tøndel, Kristin; Isaeva, Julia; Høy, Martin; Sæbø, Solve.
Multi-level binary replacement (MBR) design for computer experiments in high-dimensional nonlinear systems. Journal of Chemometrics 2010 ;Volum 24.(11-12) s. 748-756
NOFIMA NMBU Untitled
 
35 Tøndel, Kristin.
Design of Experiments. Besøk på Wageningen University; 2010-12-14 - 2010-12-14
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36 Tøndel, Kristin; Gjuvsland, Arne Bjørke; Måge, Ingrid; Martens, Harald.
Screening design for computer experiments: metamodelling of a deterministic mathematical model of the mammalian circadian clock. Journal of Chemometrics 2010 ;Volum 24.(11-12) s. 738-747
NOFIMA NMBU Untitled
 
37 Tøndel, Kristin; Vik, Jon Olav.
Computational compaction and high-dimensional sensitivity analysis by use of PLS. Metamodelling of multiscale systems - the how's and why's; 2010-11-22 - 2010-11-22
NMBU Untitled
 
2006
38 Tøndel, Kristin; Anderssen, Endre; Drabløs, Finn.
Design of selective protein inhibitors using PASSA and PAS-Dock. 231st American Chemical Society National Meeting; 2006-03-26 - 2006-03-30
NTNU Untitled
 
39 Tøndel, Kristin; Anderssen, Endre; Drabløs, Finn.
Design of selective protein inhibitors using PASSA and PAS-Dock. Abstract of Papers of the American Chemical Society 2006 ;Volum 231. s. -
NTNU Untitled
 
40 Tøndel, Kristin; Anderssen, Endre; Drabløs, Finn.
Protein Alpha Shape (PAS) Dock: A new gaussian-based score function suitable for docking in homology modelled protein structures. Journal of Computer-Aided Molecular Design 2006 ;Volum 20.(3) s. 131-144
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2005
41 Tøndel, Kristin; Drabløs, Finn.
Design of selective inhibitors of Tyrosine Kinase 2. Letters in Drug Design & Discovery 2005 ;Volum 2.(7) s. 507-515
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2004
42 Tøndel, Kristin.
Rational design of protein inhibitors using molecular modelling and multivariate analysis. Institutt for kjemi: NTNU 2004 (ISBN 8247163292) 211 s. Doktoravhandlinger ved NTNU(59)
NTNU Untitled
 
43 Wieman, Heather; Tøndel, Kristin; Anderssen, Endre; Drabløs, Finn.
Homology-based modelling of targets for rational drug design. Medicinal chemistry 2004
NTNU Untitled
 
44 Wieman, Heather; Tøndel, Kristin; Anderssen, Endre; Drabløs, Finn.
Homology-based modelling of targets for rational drug design. Medicinal chemistry 2004 ;Volum 4.(7) s. 793-804
NTNU Untitled
 
45 Tøndel, Kristin.
Prediction of Homology Model Quality with Multivariate Regression. Journal of Chemical Information and Computer Sciences 2004 ;Volum 44.(5) s. 1540-1551
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2003
46 Tøndel, Kristin; Anderssen, Endre; Drabløs, Finn.
Design of a Selective Inhibitor of Tyrosine Kinase 2. European Conference on Computational Biology; 2003-09-30
NTNU Untitled
 
47 Tøndel, Kristin; Anderssen, Endre; Drabløs, Finn.
Protein Alpha Shape Similarity Analysis (PASSA): Application in the design of a selective inhibitor of Tyrosine kinase 2. 15. Norske kjemometrisymposium; 2003-03-19
NTNU Untitled
 
48 Tøndel, Kristin; Anderssen, Endre; Drabløs, Finn.
Protein Alpha Shape Similarity Analysis (PASSA): Application in the design of a selective inhibitor of Tyrosine kinase 2. Current trends in structure-aided drug design; 2003-05-24
NTNU Untitled
 
49 Tøndel, Kristin; Nielsen, Jens Erik.
Verification and prediction of homology model quality. Bioinformatics Forum for Young Scientists; 2003-03-24
NTNU Untitled
 
50 Tøndel, Kristin; Wong, Chung F.; McCammon, J. Andrew.
Computational Analysis of the Interactions Between the Angiogenesis Inhibitor PD173074 and Fibroblast Growth Factor Receptor 1. Journal of Theoretical and Computational Chemistry 2003 ;Volum 2.(1) s. 43-56
NTNU Untitled
 
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