Publications of A Loktyushin

Journal Article (6)

1.
Journal Article
Glang, F.; Mueller, S.; Herz, K.; Loktyushin, A.; Scheffler, K.; Zaiss, M.: MR-double-zero - Proof-of-concept for a framework to autonomously discover MRI contrasts. Journal of Magnetic Resonance 341, 107237 (2022)
2.
Journal Article
Birk, F.; Glang, F.; Loktyushin, A.; Birkl, C.; Ehses, P.; Scheffler, K.; Heule, R.: High-resolution neural network-driven mapping of multiple diffusion metrics leveraging asymmetries in the balanced steady-state free precession frequency profile. NMR in Biomedicine 35 (6) (2022)
3.
Journal Article
Loktyushin, A.; Herz, K.; Dang, N.; Glang, F.; Deshmane, A.; Weinmüller, S.; Doerfler, A.; Schölkopf, B.; Scheffler, K.; Zaiss, M.: MRzero: Automated discovery of MRI sequences using supervised learning. Magnetic Resonance in Medicine 86 (2), pp. 709 - 724 (2021)
4.
Journal Article
Scheffler, K.; Loktyushin, A.; Bause, J.; Aghaeifar, A.; Steffen, T.; Schölkopf, B.: Spread‐spectrum magnetic resonance imaging. Magnetic Resonance in Medicine 82 (3), pp. 877 - 885 (2019)
5.
Journal Article
Loktyushin, A.; Ehses, P.; Schölkopf, B.; Scheffler, K.: Autofocusing-based phase correction. Magnetic Resonance in Medicine 80 (3), pp. 958 - 968 (2018)
6.
Journal Article
Loktyushin, A.; Nickisch, H.; Pohmann, R.; Schölkopf, B.: Blind multirigid retrospective motion correction of MR images. Magnetic Resonance in Medicine 73 (4), pp. 1457 - 1468 (2015)

Conference Paper (6)

7.
Conference Paper
Birk, F.; Glang, F.; Loktyushin, A.; Birkl, C.; Ehses, P.; Scheffler, K.; Heule, R.: NN-driven mapping of multiple diffusion metrics at high to ultra-high resolution using the bSSFP frequency profile. In: 23rd Annual Meeting of the German Chapter of the ISMRM, V22, pp. S78 - S81. 23rd Annual Meeting of the German Chapter of the ISMRM (DS ISMRM 2021), Zürich, Switzerland, September 09, 2021 - September 10, 2021. ETH Zürich, Zürich, Switzerland (2021)
8.
Conference Paper
Dang, H.; Endres, J.; Weinmüller, S.; Loktyushin, A.; Glang, F.; Scheffler, K.; Doerfler, A.; Maier, A.; Zaiss, M.: Removing T2 blurring in RARE sequences by using a DenseNet. In: 23rd Annual Meeting of the German Chapter of the ISMRM, V24, pp. S82 - S83. 23rd Annual Meeting of the German Chapter of the ISMRM (DS ISMRM 2021), Zürich, Switzerland, September 09, 2021 - September 10, 2021. ETH Zürich, Zürich, Switzerland (2021)
9.
Conference Paper
Loktyushin, A.; Ehses, P.; Schölkopf, B.; Scheffler, K.: Learning-based solution to phase error correction in T2*-weighted GRE scans. In: International Conference on Medical Imaging with Deep Learning (MIDL 2018), pp. 1 - 3. International Conference on Medical Imaging with Deep Learning (MIDL 2018), Amsterdam, The Netherlands, July 04, 2018 - July 06, 2018. (2018)
10.
Conference Paper
Meding, K.; Loktyushin, A.; Hirsch, M.: Automatic Detection of Motion Artifacts in MR Images using CNNS. In: 42nd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2017), pp. 811 - 815. 42nd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2017), New Orleans, LA, USA. IEEE, Piscataway, NJ, USA (2017)
11.
Conference Paper
Loktyushin, A.; Schuler, C.; Scheffler, K.; Schölkopf, B.: Retrospective Motion Correction of Magnitude-Input MR Images. In: Machine Learning Meets Medical Imaging, pp. 3 - 12 (Ed. Bhatia , K.K.). First International Workshop on Machine Learning Meets Medical Imaging (MLMMI 2015), held in conjunction with ICML 2015, Lille, France. IEEE, Piscataway, NJ, USA (2016)
12.
Conference Paper
Loktyushin, A.; Harmeling, S.: Automatic foreground-background refocusing. In: 18th IEEE International Conference on Image Processing (ICIP 2011), pp. 3445 - 3448 (Eds. Macq, P.; Schelkens, B.). 18th IEEE International Conference on Image Processing (ICIP 2011), Brussels, Belgium. IEEE, Piscataway, NJ, USA (2011)

Meeting Abstract (11)

13.
Meeting Abstract
Endres, J.; Dang, H.; Glang, F.; Loktyushin, A.; Weinmüller, S.; Zaiss, M.: Phase distribution graphs for differentiable and efficient simulations of arbitrary MRI sequences. In Joint Annual Meeting ISMRM-ESMRMB & ISMRT 31st Annual Meeting (ISMRM 2022), 0750. Joint Annual Meeting ISMRM-ESMRMB & ISMRT 31st Annual Meeting (ISMRM 2022), London, UK, May 07, 2022 - May 12, 2022. (2022)
14.
Meeting Abstract
Tian, R.; Loktyushin, A.; Buckenmaier, K.; Steffen, T.; Scheffler, K.: Image acceleration with an 8-channel local B0 coil array compatible with parallel imaging in a 9.4T human MR scanner. In Joint Annual Meeting ISMRM-ESMRMB & ISMRT 31st Annual Meeting (ISMRM 2022), 0388. Joint Annual Meeting ISMRM-ESMRMB & ISMRT 31st Annual Meeting (ISMRM 2022), London, UK, May 07, 2022 - May 12, 2022. (2022)
15.
Meeting Abstract
Dang, H.; Weinmüller, S.; Loktyushin, A.; Glang, F.; Dörfler, A.; Maier, A.; Schölkopf, B.; Scheffler, K.; Zaiss, M.: MRzero with dAUTOMAP reconstruction: automated invention of MR acquisition and neural network reconstruction. In 2021 ISMRM & SMRT Annual Meeting & Exhibition (ISMRM 2021), 0333. 2021 ISMRM & SMRT Annual Meeting & Exhibition (ISMRM 2021), May 15, 2021 - May 20, 2021. (2021)
16.
Meeting Abstract
Tuzzi, E.; Pohmann, R.; Loktyushin, A.; Laske, C.; Scheffler, K.; Hagberg, G.: Cortical ß-amyloid plaque load detection using QSM in Alzheimer’s patients at 9.4T. In 2021 ISMRM & SMRT Annual Meeting & Exhibition (ISMRM 2021), 0321. 2021 ISMRM & SMRT Annual Meeting & Exhibition (ISMRM 2021), May 15, 2021 - May 20, 2021. (2021)
17.
Meeting Abstract
Dang, H.; Loktyushin, A.; Glang, F.; Herz, K.; Doerfler, A.; Schölkopf, B.; Scheffler, K.; Maier, A.; Zaiss, M.: Autoencoding T1 using MRzero for simultaneous sequence optimization and neural network training. In Magnetic Resonance Materials in Physics, Biology and Medicine, 33 (Supplement 1), S03.03, pp. S27 - S28. 37th Annual Scientific Meeting of the European Society for Magnetic Resonance in Medicine and Biology (ESMRMB 2020), Wien, Austria, September 30, 2020 - October 02, 2020. No longer published by Elsevier, Amsterdam (2020)
18.
Meeting Abstract
Loktyushin, A.; Herz, K.; Glang, F.; Schölkopf, B.; Scheffler, K.; Zaiss, M.: MRI zero: Fully automated invention of MRI sequences using supervised learning. In Magnetic Resonance Materials in Physics, Biology and Medicine, 32 (Supplement 1), S09.06, pp. S119 - S120. 36th Annual Scientific Meeting of the European Society for Magnetic Resonance in Medicine and Biology (ESMRMB 2019), Rotterdam, The Netherlands, October 03, 2019 - October 05, 2019. No longer published by Elsevier, Amsterdam (2019)
19.
Meeting Abstract
Lee, J.; Loktyushin, A.; Stelzer, J.; Lohmann, G.: Using GAN for learning joint task/response distribution in fMRI. In: Medical Imaging with Deep Learning (MIDL 2019). Medical Imaging with Deep Learning (MIDL 2019), London, UK, July 08, 2019 - July 10, 2019. (submitted)
20.
Meeting Abstract
Scheffler, K.; Bause, J.; Aghaeifar, A.; Steffen, T.; Schölkopf, B.; Loktyushin, A.: Spread-spectrum MRI: acceleration of image acquisition using locally modulated magnetic fields. In ISMRM 27th Annual Meeting & Exhibition, 0758. 27th Annual Meeting and Exhibition of the International Society for Magnetic Resonance in Medicine (ISMRM 2019), Montréal, QC, Canada, May 11, 2019 - May 16, 2019. (2019)
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