20112018
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Personal profile

Research interests

I received a BSc and MSc in Biomedical Engineering from Graz University of Technology in 2011 and 2015, respectively. Currently, I'm a research assistant and PhD student supervised by Prof. Thomas Pock at the Institute of Computer Graphics and Vision, Graz University of Technology. My current research interests include optimization and learning of variational models with application to medical inverse problems such as magnetic resonance (MR) and photoacoustic image reconstruction.

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Research Output 2011 2018

Analysis of the influence of deviations between training and test data in learned image reconstruction

Knoll, F., Hammernik, K., Kobler, E., Pock, T., Sodickson, D. K. & Recht, M. P., 2018.

Research output: Contribution to conferenceAbstractResearchpeer-review

Assessment of the generalization of learned image reconstruction and the potential for transfer learning

Knoll, F., Hammernik, K., Kobler, E., Pock, T., Recht, M. P. & Sodickson, D. K., 2018, In : Magnetic resonance in medicine. 13 p.

Research output: Contribution to journalArticleResearchpeer-review

Assessment of the generalization of learned image reconstruction and the potential for transfer learning

Knoll, F., Hammernik, K., Pock, T., Sodickson, D. K. & Recht, M. P., 2018, p. 3376.

Research output: Contribution to conferenceAbstractResearchpeer-review

Comparing Learned Variational Networks and Compressed Sensing for T1ρ Mapping of Knee Cartilage

Zibetti, M. V. W., Sharafi, A., Hammernik, K., Knoll, F. & Regatte, R. R., 2018.

Research output: Contribution to conferenceAbstractResearchpeer-review

Sparse-view CT Reconstruction using Wasserstein GANs

Thaler, F., Hammernik, K., Payer, C., Urschler, M. & Štern, D., 16 Sep 2018, Machine Learning for Medical Image Reconstruction - First International Workshop, MLMIR 2018, Held in Conjunction with MICCAI 2018, Proceedings. Springer Verlag Heidelberg, Vol. 11074 LNCS. p. 75-82 8 p. (Lecture Notes in Computer Science ; vol. 11074).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Computed Tomography
Filtered Backprojection
Tomography
Image Reconstruction
Image reconstruction

Activities 2016 2019

Learning a Variational Network for Accelerated MRI Reconstruction

Kerstin Hammernik (Speaker)
16 Jan 2019

Activity: Talk or presentationInvited talk at conference or symposiumScience to science

Learning a Variational Network for Reconstruction of Accelerated MRI Data

Kerstin Hammernik (Speaker)
16 Jun 201821 Jun 2018

Activity: Talk or presentationTalk at conference or symposiumScience to science

Learning a Variational Network for Reconstruction of Accelerated MRI Data

Kerstin Hammernik (Speaker)
16 Jun 201821 Jun 2018

Activity: Talk or presentationPoster presentationScience to science

Variational Adversarial Networks for Accelerated MR Image Reconstruction

Kerstin Hammernik (Speaker)
16 Jun 201821 Jun 2018

Activity: Talk or presentationTalk at conference or symposiumScience to science

Challenges in learning-based MR image reconstruction

Kerstin Hammernik (Speaker)
5 Jun 20188 Jun 2018

Activity: Talk or presentationInvited talk at conference or symposiumScience to science

Prizes

GCPR 2017 Best Paper Award

Erich Kobler (Recipient), Kerstin Hammernik (Recipient), Thomas Pock (Recipient) & Teresa Klatzer (Recipient), 15 Sep 2017

Prize: Prizes / Medals / Awards

Honourable Mention Award

Martin Urschler (Recipient), Thomas Ebner (Recipient), Darko Stern (Recipient), Thomas Pock (Recipient) & Kerstin Hammernik (Recipient), 14 Sep 2014

Prize: Prizes / Medals / Awards

Magna cum Laude Merit Award

Kerstin Hammernik (Recipient), Florian Knoll (Recipient), Daniel Sodickson (Recipient) & Thomas Pock (Recipient), 22 Apr 2016

Prize: Prizes / Medals / Awards

Summa cum Laude Merit Award

Kerstin Hammernik (Recipient), Erich Kobler (Recipient), Thomas Pock (Recipient), Michael P Recht (Recipient), Daniel K Sodickson (Recipient) & Florian Knoll (Recipient), 2018

Prize: Prizes / Medals / Awards

Young Investigator Award Finalist

Kerstin Hammernik (Recipient), 2018

Prize: Prizes / Medals / Awards

Press / Media

Q&A with Kerstin Hammernik and Florian Knoll

Kerstin Hammernik

22/06/18

1 media contribution

Press/Media: Press / Media