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Deep Learning Improves Macromolecule Identification in 3D Cellular Cryo-Electron Tomograms
E. Moebel, A. Martinez-Sanchez, L. Lamm, R. Righetto, W. Wietrzynski, S. Albert, D. Larivière, E. Fourmentin, S. Pfeffer, J. Ortiz, W. Baumeister, T. Peng, B.D. Engel, C. Kervrann
doi: https://doi.org/10.1101/2020.04.15.042747
E. Moebel
1Serpico Project-Team, Centre Inria Rennes-Bretagne Atlantique and CNRS-UMR 144, Inria, CNRS, Institut Curie, PSL Research University, Campus Universitaire de Beaulieu, 35 042 Rennes Cedex, France
A. Martinez-Sanchez
2Max Planck Institute of Biochemistry, Am Klopferspitz 18, 82152 Martinsried, Germany
3Department of Computer Science, Faculty of Sciences, University of Oviedo, Calvo Sotelo s/n, 33071 Oviedo, Spain
4Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Avenida Hospital Universitario s/n, 33011 Oviedo, Spain
L. Lamm
5Helmholtz Pioneer Campus, Helmholtz Zentrum München, Ingolstädter Landstraße 1, 85764 Neuherberg, Germany
6Helmholtz AI, Helmholtz Zentrum München, Ingolstädter Landstraße 1, 85764 Neuherberg, Neuherberg, Germany
R. Righetto
5Helmholtz Pioneer Campus, Helmholtz Zentrum München, Ingolstädter Landstraße 1, 85764 Neuherberg, Germany
W. Wietrzynski
2Max Planck Institute of Biochemistry, Am Klopferspitz 18, 82152 Martinsried, Germany
5Helmholtz Pioneer Campus, Helmholtz Zentrum München, Ingolstädter Landstraße 1, 85764 Neuherberg, Germany
S. Albert
2Max Planck Institute of Biochemistry, Am Klopferspitz 18, 82152 Martinsried, Germany
D. Larivière
7Fourmentin-Guilbert Scientific Foundation, 2 Avenue du Pavé Neuf, 93 160 Noisy-le-Grand, France
E. Fourmentin
7Fourmentin-Guilbert Scientific Foundation, 2 Avenue du Pavé Neuf, 93 160 Noisy-le-Grand, France
S. Pfeffer
2Max Planck Institute of Biochemistry, Am Klopferspitz 18, 82152 Martinsried, Germany
8Zentrum für Molekulare Biologie der Universität Heidelberg, Im Neuenheimer Feld 282, 69120 Heidelberg, Germany
J. Ortiz
2Max Planck Institute of Biochemistry, Am Klopferspitz 18, 82152 Martinsried, Germany
9Ernst Ruska-Centre, Wilhelm-Johnen-Straße, 52425 Jülich, Germany
W. Baumeister
2Max Planck Institute of Biochemistry, Am Klopferspitz 18, 82152 Martinsried, Germany
T. Peng
6Helmholtz AI, Helmholtz Zentrum München, Ingolstädter Landstraße 1, 85764 Neuherberg, Neuherberg, Germany
B.D. Engel
2Max Planck Institute of Biochemistry, Am Klopferspitz 18, 82152 Martinsried, Germany
5Helmholtz Pioneer Campus, Helmholtz Zentrum München, Ingolstädter Landstraße 1, 85764 Neuherberg, Germany
10Department of Chemistry, Technical University of Munich, Lichtenbergstraße 4, 85748 Garching, Germany
C. Kervrann
1Serpico Project-Team, Centre Inria Rennes-Bretagne Atlantique and CNRS-UMR 144, Inria, CNRS, Institut Curie, PSL Research University, Campus Universitaire de Beaulieu, 35 042 Rennes Cedex, France
Article usage
Posted March 29, 2021.
Deep Learning Improves Macromolecule Identification in 3D Cellular Cryo-Electron Tomograms
E. Moebel, A. Martinez-Sanchez, L. Lamm, R. Righetto, W. Wietrzynski, S. Albert, D. Larivière, E. Fourmentin, S. Pfeffer, J. Ortiz, W. Baumeister, T. Peng, B.D. Engel, C. Kervrann
bioRxiv 2020.04.15.042747; doi: https://doi.org/10.1101/2020.04.15.042747
Deep Learning Improves Macromolecule Identification in 3D Cellular Cryo-Electron Tomograms
E. Moebel, A. Martinez-Sanchez, L. Lamm, R. Righetto, W. Wietrzynski, S. Albert, D. Larivière, E. Fourmentin, S. Pfeffer, J. Ortiz, W. Baumeister, T. Peng, B.D. Engel, C. Kervrann
bioRxiv 2020.04.15.042747; doi: https://doi.org/10.1101/2020.04.15.042747
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