Publications of A Loktyushin

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)

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)

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)

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)

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)

Loktyushin, A.; Ehses, P.; Schölkopf, B.; Scheffler, K.: Autofocusing-based phase correction. Magnetic Resonance in Medicine 80 (3), pp. 958 - 968 (2018)

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)

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. In: DS-ISMRM 2023. 25. Jahrestagung der Deutschen Sektion der ISMRM (DS-ISMRM 2023), Berlin, Germany, September 06, 2023 - September 07, 2023. (2023)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)