Skip to contents

  1. Hahn, Tim [Author]; Ernsting, Jan [Author]; Winter, Nils R. [Author]; Holstein, Vincent [Author]; Leenings, Ramona [Author]; Beisemann, Marie [Author]; Fisch, Lukas [Author]; Sarink, Kelvin [Author]; Emden, Daniel [Author]; Opel, Nils [Author]; Redlich, Ronny [Author]; Repple, Jonathan [Author]; Grotegerd, Dominik [Author]; Meinert, Susanne [Author]; Hirsch, Jochen G. [Author]; Niendorf, Thoralf [Author]; Endemann, Beate [Author]; Bamberg, Fabian [Author]; Kröncke, Thomas [Author]; Bülow, Robin [Author]; Völzke, Henry [Author]; Stackelberg, Oyunbileg von [Author]; Sowade, Ramona Felizitas [Author]; Umutlu, Lale [Author]; [...]

    An uncertainty-aware, shareable, and transparent neural network architecture for brain-age modeling

    Articles
    View online
    Schließen
    Close

    Bookmarks

    You can manage bookmarks using lists, please log in to your user account for this.

    5 January 2022

    Published in: Science advances ; 8(2022), 1, Artikel-ID abg9471

  2. Ernsting, Jan [Author]; Holstein, Vincent Leonard [Author]; Winter, Nils Ralf [Author]; Sarink, Kelvin [Author]; Leenings, Ramona [Author]; Gruber, Marius [Author]; Repple, Jonathan [Author]; Risse, Benjamin [Author]; Dannlowski, Udo [Author]; Hahn, Tim [Author]

    PHOTONAI-Graph - a Python toolbox for graph machine learning

    Books
    View online
    Schließen
    Close

    Bookmarks

    You can manage bookmarks using lists, please log in to your user account for this.

    Frankfurt am Main: Universitätsbibliothek Johann Christian Senckenberg, 2023

  3. Ernsting, Jan [Author]; Holstein, Vincent Leonard [Author]; Winter, Nils Ralf [Author]; Sarink, Kelvin [Author]; Leenings, Ramona [Author]; Gruber, Marius [Author]; Repple, Jonathan [Author]; Risse, Benjamin [Author]; Dannlowski, Udo [Author]; Hahn, Tim [Author]

    PHOTONAI-Graph - a Python toolbox for graph machine learning

    Books
    View online
    Schließen
    Close

    Bookmarks

    You can manage bookmarks using lists, please log in to your user account for this.

    Publication Server of Goethe University Frankfurt am Main, 2023-06-29

  4. Flint, Claas [Author]; Cearns, Micah [Author]; Opel, Nils [Author]; Redlich, Ronny [Author]; Mehler, David M. A. [Author]; Emden, Daniel [Author]; Winter, Nils R. [Author]; Leenings, Ramona [Author]; Eickhoff, Simon Bodo Johannes [Author]; Kircher, Tilo [Author]; Krug, Axel [Author]; Nenadić, Igor [Author]; Arolt, Volker [Author]; Clark, Scott [Author]; Baune, Bernhard T. [Author]; Jiang, Xiaoyi [Author]; Dannlowski, Udo [Author]; Hahn, Tim [Author]

    Systematic misestimation of machine learning performance in neuroimaging studies of depression

    Articles
    View online
    Schließen
    Close

    Bookmarks

    You can manage bookmarks using lists, please log in to your user account for this.

    2021

    Published in: Neuropsychopharmacology ; 46(2021), 8, Seite 1510-1517

  5. Flint, Claas [Author]; Cearns, Micah [Author]; Krug, Axel [Author]; Nenadic, Igor [Author]; Arolt, Volker [Author]; Clark, Scott [Author]; Baune, Bernhard T. [Author]; Jiang, Xiaoyi [Author]; Dannlowski, Udo [Author]; Hahn, Tim [Author]; Opel, Nils [Author]; Redlich, Ronny [Author]; Mehler, David M. A. [Author]; Emden, Daniel [Author]; Winter, Nils R. [Author]; Leenings, Ramona [Author]; Eickhoff, Simon B. [Author]; Kircher, Tilo [Author]

    Systematic misestimation of machine learning performance in neuroimaging studies of depression

    Articles
    View online
    Schließen

    Access

    Close

    Bookmarks

    You can manage bookmarks using lists, please log in to your user account for this.

    Nature Publishing Group, 2021

    Published in: Neuropsychopharmacology 46(8), 1510-1517 (2021). doi:10.1038/s41386-021-01020-7

  6. Hahn, Tim [Author]; Ernsting, Jan [Author]; Redlich, Ronny [Author]; Repple, Jonathan [Author]; Grotegerd, Dominik [Author]; Meinert, Susanne [Author]; Hirsch, Jochen G. [Author]; Niendorf, Thoralf [Author]; Endemann, Beate [Author]; Bamberg, Fabian [Author]; Kröncke, Thomas [Author]; Bülow, Robin [Author]; Winter, Nils R. [Author]; Völzke, Henry [Author]; von Stackelberg, Oyunbileg [Author]; Sowade, Ramona Felizitas [Author]; Umutlu, Lale [Author]; Schmidt, Börge [Author]; Caspers, Svenja [Author]; Kugel, Harald [Author]; Kircher, Tilo [Author]; Risse, Benjamin [Author]; Gaser, Christian [Author]; Holstein, Vincent [Author]; [...]

    An uncertainty-aware, shareable, and transparent neural network architecture for brain-age modeling

    Articles
    View online
    Schließen

    Access

    Close

    Bookmarks

    You can manage bookmarks using lists, please log in to your user account for this.

    Assoc., 2022

    Published in: Science advances 8(1), eabg9471 (2022). doi:10.1126/sciadv.abg9471

  7. Pelin, Helena [Author]; Ising, Marcus [Author]; Nenadić, Igor [Author]; Heilmann-Heimbach, Stefanie [Author]; Forstner, Andreas J. [Author]; Nöthen, Markus M. [Author]; Opel, Nils [Author]; Repple, Jonathan [Author]; Pfarr, Julia [Author]; Ringwald, Kai [Author]; Schmitt, Simon [Author]; Thiel, Katharina [Author]; Stein, Frederike [Author]; Waltemate, Lena [Author]; Winter, Alexandra [Author]; Streit, Fabian [Author]; Witt, Stephanie [Author]; Rietschel, Marcella [Author]; Dannlowski, Udo [Author]; Kircher, Tilo [Author]; Hahn, Tim [Author]; Müller-Myhsok, Bertram [Author]; Andlauer, Till F. M. [Author]; Meinert, Susanne [Author]; [...]

    Identification of transdiagnostic psychiatric disorder subtypes using unsupervised learning

    Articles
    View online
    Schließen

    Access

    Close

    Bookmarks

    You can manage bookmarks using lists, please log in to your user account for this.

    Nature Publishing Group, 2021

    Published in: Neuropsychopharmacology 46(11), 1895-1905 (2021). doi:10.1038/s41386-021-01051-0

  8. Winter, Nils R. [Author]; Blanke, Julian [Author]; Leenings, Ramona [Author]; Ernsting, Jan [Author]; Fisch, Lukas [Author]; Sarink, Kelvin [Author]; Barkhau, Carlotta [Author]; Thiel, Katharina [Author]; Flinkenflügel, Kira [Author]; Winter, Alexandra [Author]; Goltermann, Janik [Author]; Meinert, Susanne L. [Author]; Dohm, Katharina [Author]; Repple, Jonathan [Author]; Gruber, Marius [Author]; Leehr, Elisabeth Johanna [Author]; Opel, Nils [Author]; Grotegerd, Dominik [Author]; Redlich, Ronny [Author]; Nitsch, Robert [Author]; Bauer, Jochen [Author]; Heindel, Walter [Author]; Groß, Joachim [Author]; Andlauer, Till [Author]; [...]

    A systematic evaluation of machine learning-based biomarkers for major depressive disorder across modalities

    Books
    View online
    Schließen
    Close

    Bookmarks

    You can manage bookmarks using lists, please log in to your user account for this.

    Frankfurt am Main: Universitätsbibliothek Johann Christian Senckenberg, 2023

  9. Opel, Nils [Author]; Thalamuthu, Anbupalam [Author]; Milaneschi, Yuri [Author]; Grotegerd, Dominik [Author]; Flint, Claas [Author]; Leenings, Ramona [Author]; Goltermann, Janik [Author]; Richter, Maike [Author]; Hahn, Tim [Author]; Woditsch, Georg [Author]; Berger, Klaus [Author]; Hermesdorf, Marco [Author]; McIntosh, Andrew M. [Author]; Whalley, Heather C. [Author]; Harris, Mathew A. [Author]; MacMaster, Frank P. [Author]; Walter, Henrik [Author]; Veer, Ilya M. [Author]; Frodl, Thomas [Author]; Carballedo, Angela [Author]; Krug, Axel [Author]; Nenadić, Igor [Author]; Kircher, Tilo [Author]; Aleman, André [Author]; [...]

    Brain structural abnormalities in obesity : relation to age, genetic risk, and common psychiatric disorders : evidence through univariate and multivariate mega-analysis including 6420 participants from the ENIGMA MDD working group

    Articles
    View online
    Schließen
    Close

    Bookmarks

    You can manage bookmarks using lists, please log in to your user account for this.

    2021

    Published in: Molecular psychiatry ; 26(2021), 9, Seite 4839-4852

  10. Han, Laura K. M. [Author]; Dinga, Richard [Author]; Hahn, Tim [Author]; Ching, Christopher R. K. [Author]; Eyler, Lisa T. [Author]; Aftanas, Lyubomir [Author]; Aghajani, Moji [Author]; Aleman, André [Author]; Baune, Bernhard T. [Author]; Berger, Klaus [Author]; Brak, Ivan [Author]; Filho, Geraldo Busatto [Author]; Carballedo, Angela [Author]; Connolly, Colm G. [Author]; Couvy-Duchesne, Baptiste [Author]; Cullen, Kathryn R. [Author]; Dannlowski, Udo [Author]; Davey, Christopher G. [Author]; Dima, Danai [Author]; Duran, Fabio L. S. [Author]; Enneking, Verena [Author]; Filimonova, Elena [Author]; Frenzel, Stefan [Author]; Frodl, Thomas [Author]; [...]

    Brain aging in major depressive disorder : results from the ENIGMA major depressive disorder working group

    Articles
    View online
    Schließen
    Close

    Bookmarks

    You can manage bookmarks using lists, please log in to your user account for this.

    2021

    Published in: Molecular psychiatry ; 26(2021), 9, Seite 5124-5139

  14. Winter, Nils R.; Cearns, Micah; Clark, Scott R.; Leenings, Ramona; Dannlowski, Udo; Baune, Bernhard T.; Hahn, Tim

    From multivariate methods to an AI ecosystem

    Articles
    View online
    Schließen

    Access

    Close

    Bookmarks

    You can manage bookmarks using lists, please log in to your user account for this.

    Springer Science and Business Media LLC, 2021

    Published in: Molecular Psychiatry

  16. Leenings, Ramona; Winter, Nils Ralf; Plagwitz, Lucas; Holstein, Vincent; Ernsting, Jan; Sarink, Kelvin; Fisch, Lukas; Steenweg, Jakob; Kleine-Vennekate, Leon; Gebker, Julian; Emden, Daniel; Grotegerd, Dominik; Opel, Nils; Risse, Benjamin; Jiang, Xiaoyi; Dannlowski, Udo; Hahn, Tim

    PHOTONAI—A Python API for rapid machine learning model development

    Articles
    View online
    Schließen

    Access

    Close

    Bookmarks

    You can manage bookmarks using lists, please log in to your user account for this.

    Public Library of Science (PLoS), 2021

    Published in: PLOS ONE

  17. Thiel, Katharina; Meinert, Susanne; Winter, Alexandra; Lemke, Hannah; Waltemate, Lena; Breuer, Fabian; Gruber, Marius; Leenings, Ramona; Wüste, Lucia; Rüb, Kathrin; Pfarr, Julia-Katharina; Stein, Frederike; Brosch, Katharina; Meller, Tina; Ringwald, Kai Gustav; Nenadić, Igor; Krug, Axel; Repple, Jonathan; Opel, Nils; Koch, Katharina; Leehr, Elisabeth J.; Bauer, Jochen; Grotegerd, Dominik; Hahn, Tim; [...]

    Reduced fractional anisotropy in bipolar disorder v. major depressive disorder independent of current symptoms

    Articles
    View online
    Schließen

    Access

    Close

    Bookmarks

    You can manage bookmarks using lists, please log in to your user account for this.

    Cambridge University Press (CUP), 2023

    Published in: Psychological Medicine

  18. Hahn, Tim; Jamalabadi, Hamidreza; Nozari, Erfan; Winter, Nils R; Ernsting, Jan; Gruber, Marius; Mauritz, Marco J; Grumbach, Pascal; Fisch, Lukas; Leenings, Ramona; Sarink, Kelvin; Blanke, Julian; Vennekate, Leon Kleine; Emden, Daniel; Opel, Nils; Grotegerd, Dominik; Enneking, Verena; Meinert, Susanne; Borgers, Tiana; Klug, Melissa; Leehr, Elisabeth J; Dohm, Katharina; Heindel, Walter; Gross, Joachim; [...]

    Towards a network control theory of electroconvulsive therapy response

    Articles
    View online
    Schließen

    Access

    Close

    Bookmarks

    You can manage bookmarks using lists, please log in to your user account for this.

    Oxford University Press (OUP), 2023

    Published in: PNAS Nexus

  19. Sämann, Philipp G.; Iglesias, Juan Eugenio; Gutman, Boris; Grotegerd, Dominik; Leenings, Ramona; Flint, Claas; Dannlowski, Udo; Clarke‐Rubright, Emily K.; Morey, Rajendra A.; van Erp, Theo G.M.; Whelan, Christopher D.; Han, Laura K. M.; van Velzen, Laura S.; Cao, Bo; Augustinack, Jean C.; Thompson, Paul M.; Jahanshad, Neda; Schmaal, Lianne

    FreeSurfer‐based segmentation of hippocampal subfields: A review of methods and applications, with a novel quality control procedure for ENIGMA studies and other collaborative efforts

    Articles
    View online
    Schließen

    Access

    Close

    Bookmarks

    You can manage bookmarks using lists, please log in to your user account for this.

    Wiley, 2022

    Published in: Human Brain Mapping

  20. Flint, Claas; Cearns, Micah; Opel, Nils; Redlich, Ronny; Mehler, David M. A.; Emden, Daniel; Winter, Nils R.; Leenings, Ramona; Eickhoff, Simon B.; Kircher, Tilo; Krug, Axel; Nenadic, Igor; Arolt, Volker; Clark, Scott; Baune, Bernhard T.; Jiang, Xiaoyi; Dannlowski, Udo; Hahn, Tim

    Systematic misestimation of machine learning performance in neuroimaging studies of depression

    Articles
    View online
    Schließen

    Access

    Close

    Bookmarks

    You can manage bookmarks using lists, please log in to your user account for this.

    Springer Science and Business Media LLC, 2021

    Published in: Neuropsychopharmacology