ResearcherID: my papers gather over 400 citations and I have an h-index of 11.

Published papers

  • Automated Whole-Body Bone Lesion Detection for Multiple Myeloma on 68Ga-Pentixafor PET/CT Imaging Using Deep Learning Methods, L. Xu, G. Tetteh, J. Lipkova, Y. Zhao, H. Li, P. Christ, M. Piraud, A. Buck, K. Shi and B. Menze, Contrast Media & Molecular Imaging 2018, 2391925, 2018.
  • Double sigmoid activation for segmentation of nested classes with a single U-Net, M. Piraud, A. Sekuboyina and B. Menze, To be published in MICCAI LITS Challenge, 2017.
  • W-Net for Whole-Body Bone Lesion Detection of Multiple Myeloma Patients on 68Ga-Pentixafor PET/CT Imaging, L. Xu, G. Tetteh, M. Mustafa, J. Lipkova, Y. Zhao, M. Bieth, P. Christ, M. Piraud, B. Menze and K. Shi, CMMI/RAMBO/SWITCH 2017, LNCS 10555, pp. 23-30, 2017.
  • Precursor of Laughlin state of hard core bosons on a two leg ladder, A. Petrescu, M. Piraud, G. Roux, I. P. McCulloch and K. Le Hur, Phys. Rev. B, 96 014524, 2017.
  • Symmetry-broken states in a system of interacting bosons on a two-leg ladder with a uniform Abelian gauge field, S. Greschner, M. Piraud, F. Heidrich-Meisner, I. P. McCulloch, U. Schollwöck, and T. Vekua, Phys. Rev. A, 94 063628, 2016.
  • Spontaneous Increase of Magnetic Flux and Chiral-Current Reversal in Bosonic Ladders: Swimming against the Tide, S. Greschner, M. Piraud, F. Heidrich-Meisner, I. P. McCulloch, U. Schollwöck, and T. Vekua, Phys. Rev. Lett., 115 190402, 2015.
  • Strongly interacting bosons on a three-leg ladder in the presence of a homogeneous flux, F. Kolley, M. Piraud, I. P. McCulloch, U. Schollwöck, and F. Heidrich-Meisner, New J. Phys., 17 092001, 2015.
  • Vortex and Meissner phases of strongly-interacting bosons on a two-leg ladder, M. Piraud, F. Heidrich-Meisner, I. P. McCulloch, S. Greschner, T. Vekua, and U. Schollwöck, Phys. Rev. B, 91 140406(R), 2015.
  • Anderson Localization of Matter Waves in 3D Anisotropic Disordered Potentials, M. Piraud, L. Sanchez-Palencia and B. Van Tiggelen, Phys. Rev. A, 90 063639, 2014.
  • Quantum magnetism of bosons with synthetic gauge fields in one-dimensional optical lattices: A density-matrix renormalization-group study, M. Piraud, Z. Cai, I. P. McCulloch, and U. Schollwöck, Phys. Rev. A, 89 063618, 2014.
  • Effects of Interactions and Temperature in Disordered Ultra-Cold Bose Gases, C. Adolphs, J. Towers, M. Piraud, K. V. Krutitsky and D. A. W. Hutchinson, J. Mod. Phys., 5 661-672, 2014.
  • Quantum transport of atomic matterwaves in anisotropic 2D and 3D disorder, M. Piraud, L. Pezzé and L. Sanchez-Palencia, New J. Phys., 15 075007, 2013.
  • Tailoring Anderson localization by disorder correlations in 1D speckle potentials, M. Piraud and L. Sanchez-Palencia, Eur. Phys. J. Special topics, 217 91, 2013.
  • Matter wave transport and Anderson localization in anisotropic three-dimensional disorder, M. Piraud, L. Pezzé and L. Sanchez-Palencia, Europhys. Lett., 99 50003, 2012.
  • Anderson localization of matter waves in tailored disordered potentials, M. Piraud, A. Aspect and L. Sanchez-Palencia, Phys. Rev. A, 85 063611, 2012.
  • Three-dimensional localization of ultracold atoms in an optical disordered potential, F. Jendrzejewski, A. Bernard, K. Mueller, P. Cheinet, V. Josse, M. Piraud, L. Pezzé, L. Sanchez-Palencia, A. Aspect and P. Bouyer, Nature Phys., 8 398 , 2012.
  • Localization of a matter wave packet in a disordered potential, M. Piraud, P. Lugan, P. Bouyer, A. Aspect and L. Sanchez-Palencia, Phys. Rev. A, 83 031603(R), 2011.
  • Preprints

  • Knowledge-aided Convolutional Neural Networks for Small Organ Segmentation, Y. Zhao, H. Li, S. Wan, A. Sekuboyina, X. Hu, M. Piraud, B. H. Menze, Submitted, 2018.
  • DeepVesselNet: Vessel Segmentation, Centerline Prediction, and Bifurcation Detection in 3-D Angiographic Volumes, G. Tetteh, V. Efremov, N. D. Forkert, M. Schneider, J. Kirschke, B. Weber, C. Zimmer, M. Piraud, B. H. Menze, Submitted, 2018 (arXiv:1803.09340).
  • Multi-level Activation for Segmentation of Hierarchically-nested Classes, M. Piraud, A. Sekuboyina and B. Menze, Submitted, 2018 (arXiv:1804.01910).
  • Volumetry based biomarker speed of growth: Quantifying the change of total tumor volume in whole-body magnetic resonance imaging over time improves risk stratification of smoldering multiple myeloma patients, M. Wennmann, L. Kintzelé, M. Piraud, B. H. Menze, T. Hielscher, J. Hofmanninger, B. Wagner, H.-U. Kauczor, M. Merz, J. Hillengass, G. Langs and M.-A. Weber, Submitted, 2018.