Publications of A Loktyushin

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 SSFP frequency profile. NMR in Biomedicine Epb ahead (2021)

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)

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. 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.; 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)

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)

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)

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)

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)

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)

Lee, J.; Stelzer, J.; Loktyushin, A.; Lohmann, G.: Using Generative Adversarial Network for learning joint task/response distribution in functional Magnetic Resonance Imaging. In Workshop for Women in Machine Learning (WiML 2018), 94. Workshop for Women in Machine Learning (WiML 2018) Co-Located with NeurIPS, Montreal, Canada, December 03, 2018. (2018)

Aghaeifar, A.; Loktyushin, A.; Mirkes, C.; Thielscher, A.; Scheffler, K.: Fast B0 first order inhomogeneity estimation using radial acquisition. In 24th Annual Meeting and Exhibition of the International Society for Magnetic Resonance in Medicine (ISMRM 2016), 0932. 24th Annual Meeting and Exhibition of the International Society for Magnetic Resonance in Medicine (ISMRM 2016), Singapore. (2016)

Eschelbach, M.; Loktyushin, A.; Chang, P.; Handwerker, J.; Anders, J.; Henning, A.; Thielscher, A.; Scheffler, K.: A Comparison of 19F NMR Field Probes and an Optical Camera System for Motion Tracking. In 24th Annual Meeting and Exhibition of the International Society for Magnetic Resonance in Medicine (ISMRM 2016), 0340. 24th Annual Meeting and Exhibition of the International Society for Magnetic Resonance in Medicine (ISMRM 2016), Singapore. (2016)