Publications of A Loktyushin

Journal Article (7)

1.
Journal Article
Dang, H.; Endres, J.; Weinmüller , S.; Glang, F.; Loktyushin, A.; Scheffler, K.; Doerfler, A.; Schmidt, M.; Maier, A.; Zaiss, M.: MR-zero meets RARE MRI: Joint optimization of refocusing flip angles and neural networks to minimize T2 -induced blurring in spin echo sequences. Magnetic Resonance in Medicine 90 (4), pp. 1345 - 1362 (2023)
2.
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)
3.
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)
4.
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)
5.
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)
6.
Journal Article
Loktyushin, A.; Ehses, P.; Schölkopf, B.; Scheffler, K.: Autofocusing-based phase correction. Magnetic Resonance in Medicine 80 (3), pp. 958 - 968 (2018)
7.
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)

8.
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)
9.
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)
10.
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)
11.
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)
12.
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, July 11, 2015. IEEE, Piscataway, NJ, USA (2016)
13.
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 (14)

14.
Meeting Abstract
Dang, H.; Endres, J.; Weinmüller, S.; Glang, F.; Loktyushin, A.; Dörfler, A.; Maier, A.; Zaiss, M.: Joint optimization of flip angle design and DenseNet parameters for reduced T2 blurring in TSE sequences. In 24. Jahrestagung der Deutschen Sektion der ISMRM (DS-ISMRM 2022), V006, pp. 14 - 15. 24. Jahrestagung der Deutschen Sektion der ISMRM (DS-ISMRM 2022), Aachen, Germany, September 21, 2022 - September 24, 2022. (2022)
15.
Meeting Abstract
Mueller, S.; Glang, F.; Herz, K.; Loktyushin, A.; Scheffler, K.; Zaiss, M.: MR-double-zero: proof-of-concept for a framework to autonomously discover MRI contrast. In 24. Jahrestagung der Deutschen Sektion der ISMRM (DS-ISMRM 2022), V005, pp. 12 - 13. 24. Jahrestagung der Deutschen Sektion der ISMRM (DS-ISMRM 2022), Aachen, Germany, September 21, 2022 - September 24, 2022. (2022)
16.
Meeting Abstract
Weinmüller, S.; Dang, H.; Endres, J.; Glang, F. M.; Loktyushin, A.; Zaiss, M.: A blurring-free 3D snapshot readout for fast CEST- or relaxation-prepared MRI. In 24. Jahrestagung der Deutschen Sektion der ISMRM (DS-ISMRM 2022), V002, pp. 6 - 7. 24. Jahrestagung der Deutschen Sektion der ISMRM (DS-ISMRM 2022), Aachen, Germany, September 21, 2022 - September 24, 2022. (2022)
17.
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)
18.
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)
19.
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)
20.
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)
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