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1

Deep Neural Networks Motivated by Partial Differential Equations

Ruthotto, Lars, Haber, Eldad

Journal:

Journal of Mathematical Imaging and Vision

Year:

2019

Language:

english

File:

PDF, 875 KB

english, 2019

2

Stable architectures for deep neural networks

Haber, Eldad, Ruthotto, Lars

Journal:

Inverse Problems

Year:

2018

Language:

english

File:

PDF, 2.46 MB

english, 2018

3

[IEEE 2012 IEEE Nuclear Science Symposium and Medical Imaging Conference (2012 NSS/MIC) - Anaheim, CA, USA (2012.10.27-2012.11.3)] 2012 IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC) - Pipeline for motion correction in dual gated PET

Gigengack, Fabian, Ruthotto, Lars, Kosters, Thomas, Jiang, Xiaoyi, Modersitzki, Jan, Burger, Martin, Wolters, Carsten H., Schafers, Klaus P.

Year:

2012

Language:

english

File:

PDF, 424 KB

english, 2012

4

A Lagrangian Gauss--Newton--Krylov Solver for Mass- and Intensity-Preserving Diffeomorphic Image Registration

Mang, Andreas, Ruthotto, Lars

Journal:

SIAM Journal on Scientific Computing

Year:

2017

Language:

english

File:

PDF, 6.02 MB

english, 2017

5

Numerical Methods for Polyline-to-Point-Cloud Registration with Applications to Patient-Specific Stent Reconstruction

Lin, Claire Yilin, Veneziani, Alessandro, Ruthotto, Lars

Journal:

International Journal for Numerical Methods in Biomedical Engineering

Year:

2017

Language:

english

File:

PDF, 2.18 MB

english, 2017

6

Lurking and participation in the virtual classroom: The effects of gender, race, and age among graduate students in computer science

Ruthotto, Isabel, Kreth, Quintin, Melkers, Julia, Stevens, Jillian, Clare, Trively

Journal:

Computers & Education

Year:

2020

File:

PDF, 833 KB

2020

7

Kennzeichnung Verallgemeinerter Euklidischer Ebenen Durch Ähnlichkeitsrelationen

Johannes Ruthotto

Journal:

Journal of Geometry

Year:

1980

Language:

german

File:

PDF, 257 KB

german, 1980

8

Motion Correction in Dual Gated Cardiac PET Using Mass-Preserving Image Registration

Gigengack, F., Ruthotto, L., Burger, M., Wolters, C.H., Xiaoyi Jiang, Schafers, K.P.

Journal:

IEEE Transactions on Medical Imaging

Year:

2012

Language:

english

File:

PDF, 2.45 MB

english, 2012

9

A Hyperelastic Regularization Energy for Image Registration

Burger, Martin, Modersitzki, Jan, Ruthotto, Lars

Journal:

SIAM Journal on Scientific Computing

Year:

2013

Language:

english

File:

PDF, 624 KB

english, 2013

10

A multiscale finite volume method for Maxwell's equations at low frequencies

Haber, E., Ruthotto, L.

Journal:

Geophysical Journal International

Year:

2014

Language:

english

File:

PDF, 3.50 MB

english, 2014

11

[IEEE 2011 IEEE Nuclear Science Symposium and Medical Imaging Conference (2011 NSS/MIC) - Valencia, Spain (2011.10.23-2011.10.29)] 2011 IEEE Nuclear Science Symposium Conference Record - Mass-preserving motion correction of PET: Displacement field vs. spline transformation

Gigengack, Fabian, Ruthotto, Lars, Burger, Martin, Wolters, Carsten H., Jiang, Xiaoyi, Schafers, Klaus P.

Year:

2011

Language:

english

File:

PDF, 748 KB

english, 2011

12

Diffeomorphic susceptibility artifact correction of diffusion-weighted magnetic resonance images

Ruthotto, L, Kugel, H, Olesch, J, Fischer, B, Modersitzki, J, Burger, M, Wolters, C H

Journal:

Physics in Medicine and Biology

Year:

2012

Language:

english

File:

PDF, 980 KB

english, 2012

13

Geophysical Imaging of Fluid Flow in Porous Media

Fohring, J., Haber, E., Ruthotto, L.

Journal:

SIAM Journal on Scientific Computing

Year:

2014

Language:

english

File:

PDF, 1.70 MB

english, 2014

14

[IEEE 2011 IEEE Nuclear Science Symposium and Medical Imaging Conference (2011 NSS/MIC) - Valencia, Spain (2011.10.23-2011.10.29)] 2011 IEEE Nuclear Science Symposium Conference Record - Mass-preserving motion correction of dual gated cardiac PET

Gigengack, Fabian, Ruthotto, Lars, Burger, Martin, Wolters, Carsten H., Jiang, Xiaoyi, Schafers, Klaus P.

Year:

2011

Language:

english

File:

PDF, 648 KB

english, 2011

15

[IEEE 2008 IEEE International Conference on Robotics and Automation (ICRA) - Pasadena, CA, USA (2008.05.19-2008.05.23)] 2008 IEEE International Conference on Robotics and Automation - Minimum volume bounding box decomposition for shape approximation in robot grasping

Huebner, Kai, Ruthotto, Steffen, Kragic, Danica

Year:

2008

Language:

english

File:

PDF, 1.62 MB

english, 2008

16

[IEEE 2012 IEEE Nuclear Science Symposium and Medical Imaging Conference (2012 NSS/MIC) - Anaheim, CA, USA (2012.10.27-2012.11.3)] 2012 IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC) - Atlas-based segmentation using passive contours

Gigengack, Fabian, Ruthotto, Lars, Kosters, Thomas, Jiang, Xiaoyi, Modersitzki, Jan, Burger, Martin, Hermann, Sven, Schafers, Klaus P.

Year:

2012

Language:

english

File:

PDF, 437 KB

english, 2012

17

[IEEE 2010 IEEE Nuclear Science Symposium and Medical Imaging Conference (2010 NSS/MIC) - Knoxville, TN (2010.10.30-2010.11.6)] IEEE Nuclear Science Symposuim & Medical Imaging Conference - Motion correction of cardiac PET using mass-preserving registration

Gigengack, F, Ruthotto, L, Burger, M, Wolters, C H, Jiang, X, Schafers, K

Year:

2010

Language:

english

File:

PDF, 294 KB

english, 2010

18

Participation in screening colonoscopy in first-degree relatives from patients with colorectal cancer

Ruthotto, F, Papendorf, F, Wegener, G, Unger, G, Dlugosch, B, Korangy, F, Manns, M., Greten, T.

Journal:

Annals of Oncology

Year:

2007

Language:

english

File:

PDF, 206 KB

english, 2007

19

SPIE Proceedings [SPIE SPIE Medical Imaging - San Diego, California, USA (Saturday 13 February 2010)] Medical Imaging 2010: Image Processing - A variational approach for the correction of field-inhomogeneities in EPI sequences

Olesch, Janine, Dawant, Benoit M., Haynor, David R., Ruthotto, Lars, Kugel, Harald, Skare, Stefan, Fischer, Bernd, Wolters, Carsten H.

Year:

2010

Language:

english

File:

PDF, 420 KB

english, 2010

20

SPIE Proceedings [SPIE SPIE Medical Imaging - San Diego, California, USA (Saturday 13 February 2010)] Medical Imaging 2010: Image Processing - Endoscopic egomotion computation

Bergen, Tobias, Dawant, Benoit M., Haynor, David R., Ruthotto, Steffen, Rupp, Stephan, Winter, Christian, Münzenmayer, Christian

Year:

2010

Language:

english

File:

PDF, 1.13 MB

english, 2010

21

SPIE Proceedings [SPIE SPIE Medical Imaging - San Diego, California, USA (Saturday 15 February 2014)] Medical Imaging 2014: Image Processing - A new method for joint susceptibility artefact correction and super-resolution for dMRI

Ourselin, Sebastien, Styner, Martin A., Ruthotto, Lars, Mohammadi, Siawoosh, Weiskopf, Nikolaus

Year:

2014

Language:

english

File:

PDF, 332 KB

english, 2014

22

[IEEE 2009 6th International Symposium on Image and Signal Processing and Analysis - Salzburg (2009.9.16-2009.9.18)] 2009 Proceedings of 6th International Symposium on Image and Signal Processing and Analysis - Feature-based real-time endoscopic mosaicking

Bergen, T., Ruthotto, S., Munzenmayer, C., Rupp, S., Paulus, D., Winter, C.

Year:

2009

Language:

english

File:

PDF, 566 KB

english, 2009

23

Computational methods for image reconstruction

Chung, Julianne, Ruthotto, Lars

Journal:

NMR in Biomedicine

Year:

2016

Language:

english

File:

PDF, 1.26 MB

english, 2016

24

A stabilized multigrid solver for hyperelastic image registration

Ruthotto, Lars, Greif, Chen, Modersitzki, Jan

Journal:

Numerical Linear Algebra with Applications

Year:

2017

Language:

english

File:

PDF, 1.08 MB

english, 2017

25

jInv--a Flexible Julia Package for PDE Parameter Estimation

Ruthotto, Lars, Treister, Eran, Haber, Eldad

Journal:

SIAM Journal on Scientific Computing

Year:

2017

Language:

english

File:

PDF, 677 KB

english, 2017

26

Improved Susceptibility Artifact Correction of Echo-Planar MRI using the Alternating Direction Method of Multipliers

Macdonald, Jan, Ruthotto, Lars

Journal:

Journal of Mathematical Imaging and Vision

Year:

2017

Language:

english

File:

PDF, 2.01 MB

english, 2017

27

Optimal Experimental Design for Inverse Problems with State Constraints

Ruthotto, Lars, Chung, Julianne, Chung, Matthias

Journal:

SIAM Journal on Scientific Computing

Year:

2018

Language:

english

File:

PDF, 5.14 MB

english, 2018

28

High-resolution diffusion kurtosis imaging at 3T enabled by advanced post-processing

Mohammadi, Siawoosh, Tabelow, Karsten, Ruthotto, Lars, Feiweier, Thorsten, Polzehl, JÃ¶rg, Weiskopf, Nikolaus

Journal:

Frontiers in Neuroscience

Year:

2015

Language:

english

File:

PDF, 6.01 MB

english, 2015

29

A multiscale method for model order reduction in PDE parameter estimation

Fung, Samy Wu, Ruthotto, Lars

Journal:

Journal of Computational and Applied Mathematics

Year:

2018

Language:

english

File:

PDF, 4.09 MB

english, 2018

30

A Bayesian framework for molecular strain identification from mixed diagnostic samples

Mustonen, Lauri, Gao, Xiangxi, Santana, Asteroide, Mitchell, Rebecca, Vigfusson, Ymir, Ruthotto, Lars

Journal:

Inverse Problems

Year:

2018

Language:

english

File:

PDF, 1.84 MB

english, 2018

31

Sensitivity of EEG leads to volume conductor properties

Wagner, S., Vorwerk, J., Ruthotto, L., Kugel, H., Burger, M., Knösche, T., Maess, B., Wolters, C. H.

Journal:

Biomedical Engineering/ Biomedizinische Technik

Year:

2012

Language:

english

File:

PDF, 74 KB

english, 2012

32

An Uncertainty-Weighted Asynchronous ADMM Method for Parallel PDE Parameter Estimation

Fung, Samy Wu, Ruthotto, Lars

Journal:

SIAM Journal on Scientific Computing

Year:

2019

File:

PDF, 1.28 MB

2019

33

Gauss–Newton Optimization for Phase Recovery from the Bispectrum

Herring, James Lincoln, Nagy, James, Ruthotto, Lars

Journal:

IEEE Transactions on Computational Imaging

Year:

2019

File:

PDF, 3.65 MB

2019

34

LeanConvNets: Low-cost Yet Effective Convolutional Neural Networks

Ephrath, Jonathan, Eliasof, Moshe, Ruthotto, Lars, Haber, Eldad, Treister, Eran

Journal:

IEEE Journal of Selected Topics in Signal Processing

Year:

2020

File:

PDF, 2.71 MB

2020

35

Layer-Parallel Training of Deep Residual Neural Networks

GÃ¼nther, Stefanie, Ruthotto, Lars, Schroder, Jacob B., Cyr, Eric C., Gauger, Nicolas R.

Journal:

SIAM Journal on Mathematics of Data Science

Year:

2020

Language:

english

File:

PDF, 1.12 MB

english, 2020

36

A machine learning framework for solving high-dimensional mean field game and mean field control problems

Ruthotto, Lars, Osher, Stanley J., Li, Wuchen, Nurbekyan, Levon, Fung, Samy Wu

Journal:

Proceedings of the National Academy of Sciences

Year:

2020

File:

PDF, 1.15 MB

2020

37

Inversion of convectionâdiffusion equation with discrete sources

Sharma, Meenarli, Hahn, Mirko, Leyffer, Sven, Ruthotto, Lars, van BloemenÂ Waanders, Bart

Journal:

Optimization and Engineering

Year:

2020

File:

PDF, 4.46 MB

2020