Publications of Nikita Moriakov


  1. Y. Beauferris, J. Teuwen, D. Karkalousos, N. Moriakov, M. Caan, G. Yiasemis, L. Rodrigues, A. Lopes, H. Pedrini, L. Rittner, M. Dannecker, V. Studenyak, F. Gröger, D. Vyas, S. Faghih-Roohi, A. K. Jethi, J. C. Raju, M. Sivaprakasam, M. Lasby, N. Nogovitsyn, W. Loos, R. Frayne, R. Souza, "Multi-Coil MRI Reconstruction Challenge – Assessing Brain MRI Reconstruction Models and their Generalizability to Varying Coil Configurations", arXiv:2011.07952 [physics], 2021-12-21
  2. J. Teuwen, N. Moriakov, C. Fedon, M. Caballo, I. Reiser, P. Bakic, E. García, O. Diaz, K. Michielsen, I. Sechopoulos, "Deep learning reconstruction of digital breast tomosynthesis images for accurate breast density and patient-specific radiation dose estimation", Medical Image Analysis, July 1, 2021, 71
  3. R. Sheombarsing, N. Moriakov, J. Sonke, J. Teuwen, "Subpixel object segmentation using wavelets and multi resolution analysis", arXiv:2110.15233 [cs, eess], 2021-10-28


  1. N. Moriakov, "Computable Følner monotilings and a theorem of Brudno", Ergodic Theory and Dynamical Systems, 2020
  2. N. Moriakov, A. Samudre, M. Negro, F. Gieseke, S. Otten, L. Hendriks, "Inferring astrophysical X-ray polarization with deep learning", arXiv:2005.08126 [astro-ph], 2020-05-16
  3. M. Fernandes, J. Teuwen, R. Wijsman, S. Barbara, N. Moriakov, J. Bussink, R. Monshouwer, "Segmentation of the heart using a Residual U-net model", ESTOR 2020, 2020
  4. K. Michielsen, N. Moriakov, J. Teuwen, I. Sechopoulos, "Deep Learning-based Initialization of Iterative Reconstruction for Breast Tomosynthesis", arXiv preprint arXiv:2009.01538, 2020
  5. N. Moriakov, J. Adler, J. Teuwen, "Kernel of CycleGAN as a Principle homogeneous space", arXiv preprint arXiv:2001.09061, 2020
  6. J. Teuwen, N. Moriakov, "Convolutional neural networks", Handbook of Medical Image Computing and Computer Assisted Intervention, 2020


  1. R. J. Dilz, L. Schröder, N. Moriakov, J. Sonke, J. Teuwen, "Learned SIRT for Cone Beam Computed Tomography Reconstruction", arXiv preprint arXiv:1908.10715, 2019
  2. J. van Vugt, E. Marchiori, R. Mann, A. Gubern-Mérida, N. Moriakov, J. Teuwen, "Vendor-independent soft tissue lesion detection using weakly supervised and unsupervised adversarial domain adaptation", Medical Imaging 2019: Computer-Aided Diagnosis, 2019, 10950


  1. N. Moriakov, "On Effective Birkhoff’s Ergodic Theorem for Computable Actions of Amenable Groups", Theory of Computing Systems, 7/2018, 62;(5):1269-1287


  1. M. Haase, N. Moriakov, "On systems with quasi-discrete spectrum", arXiv:1509.08961 [math], 2017-06-01


  1. N. Moriakov, "Fluctuations of Ergodic Averages for Actions of Groups of Polynomial Growth", arXiv:1608.05033 [math], 2016-08-19
  2. N. Moriakov, "Hochman's upcrossing theorem for groups of polynomial growth", arXiv:1612.05334 [math], 2016-12-15


  1. N. Moriakov, "Categories of measurement functors. Entropy of discrete amenable group representations on abstract categories. Entropy as a bifunctor into $[0,\infty]$", arXiv:1509.07836 [math], 2015-10-13
  2. N. Moriakov, "Computable Fölner monotilings and a theorem of Brudno II", arXiv:1510.03833 [math], 2015-12-14