deepbet: Fast brain extraction of T1-weighted MRI using Convolutional Neural Networks.

Autor: Fisch L; University of Münster, Institute for Translational Psychiatry, Münster, Germany. Electronic address: l.fisch@uni-muenster.de., Zumdick S; University of Münster, Institute for Translational Psychiatry, Münster, Germany., Barkhau C; University of Münster, Institute for Translational Psychiatry, Münster, Germany., Emden D; University of Münster, Institute for Translational Psychiatry, Münster, Germany., Ernsting J; University of Münster, Institute for Translational Psychiatry, Münster, Germany; Department of Mathematics and Computer Science, University of Münster, Münster, Germany., Leenings R; University of Münster, Institute for Translational Psychiatry, Münster, Germany., Sarink K; University of Münster, Institute for Translational Psychiatry, Münster, Germany., Winter NR; University of Münster, Institute for Translational Psychiatry, Münster, Germany., Risse B; Department of Mathematics and Computer Science, University of Münster, Münster, Germany., Dannlowski U; University of Münster, Institute for Translational Psychiatry, Münster, Germany., Hahn T; University of Münster, Institute for Translational Psychiatry, Münster, Germany.

Publikováno v: Computers in biology and medicine [Comput Biol Med] 2024 Sep; Vol. 179, pp. 108845. Date of Electronic Publication: 2024 Jul 12.

Lack of evidence for predictive utility from resting state fMRI data for individual exposure-based cognitive behavioral therapy outcomes: A machine learning study in two large multi-site samples in anxiety disorders.

Autor: Hilbert K; Department of Psychology, Humboldt-Universität zu Berlin, Berlin, Germany; Department of Psychology, HMU Health and Medical University Erfurt, Erfurt, Germany., Böhnlein J; Institute for Translational Psychiatry, University of Münster, Germany. Electronic address: joscha.boehnlein@uni-muenster.de., Meinke C; Department of Psychology, Humboldt-Universität zu Berlin, Berlin, Germany., Chavanne AV; Department of Psychology, Humboldt-Universität zu Berlin, Berlin, Germany; Université Paris-Saclay, INSERM U1299 'Trajectoires développementales et psychiatrie', CNRS UMR 9010 Centre Borelli, Ecole Normale Supérieure Paris-Saclay, France., Langhammer T; Department of Psychology, Humboldt-Universität zu Berlin, Berlin, Germany., Stumpe L; Institute for Translational Psychiatry, University of Münster, Germany., Winter N; Institute for Translational Psychiatry, University of Münster, Germany., Leenings R; Institute for Translational Psychiatry, University of Münster, Germany., Adolph D; Mental Health Research and Treatment Center, Faculty of Psychology, Ruhr-Universität Bochum, Bochum, Germany., Arolt V; Institute for Translational Psychiatry, University of Münster, Germany., Bischoff S; Department of Psychiatry and Psychotherapy, Campus Charité Mitte, Charité - Universitätsmedizin Berlin, Berlin, Germany., Cwik JC; Department of Clinical Psychology and Psychotherapy, Faculty of Human Sciences, Universität zu Köln, Germany., Deckert J; Center for Mental Health, Department of Psychiatry, Psychosomatics, and Psychotherapy, University Hospital of Würzburg, Germany., Domschke K; Department of Psychiatry and Psychotherapy, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany., Fydrich T; Department of Psychology, Humboldt-Universität zu Berlin, Berlin, Germany., Gathmann B; Institute of Medical Psychology and Systems Neuroscience, University of Münster, Germany., Hamm AO; Department of Biological and Clinical Psychology, University of Greifswald, Greifswald, Germany., Heinig I; Institute of Clinical Psychology & Psychotherapy, Technische Universität Dresden, Dresden, Germany., Herrmann MJ; Center for Mental Health, Department of Psychiatry, Psychosomatics, and Psychotherapy, University Hospital of Würzburg, Germany., Hollandt M; Department of Biological and Clinical Psychology, University of Greifswald, Greifswald, Germany., Hoyer J; Institute of Clinical Psychology & Psychotherapy, Technische Universität Dresden, Dresden, Germany., Junghöfer M; Institute for Biomagnetism and Biosignalanalysis, University of Münster, Germany., Kircher T; Department of Psychiatry and Psychotherapy, University of Marburg, Marburg, Germany., Koelkebeck K; LVR-University-Hospital Essen, Department of Psychiatry and Psychotherapy, University of Duisburg-Essen, Essen, Germany., Lotze M; Functional Imaging Unit. Diagnostic Radiology and Neuroradiology, University Medicine Greifswald, Greifswald, Germany., Margraf J; Mental Health Research and Treatment Center, Faculty of Psychology, Ruhr-Universität Bochum, Bochum, Germany., Mumm JLM; Department of Psychiatry and Psychotherapy, Campus Charité Mitte, Charité - Universitätsmedizin Berlin, Berlin, Germany., Neudeck P; Protect-AD Study Site Cologne, Cologne, Germany; Institut für Klinische Psychologie und Psychotherapie, TU Chemnitz, Germany., Pauli P; Department of Psychology, University of Würzburg, Würzburg, Germany., Pittig A; Translational Psychotherapy, Institute of Psychology, University of Göttingen, Germany., Plag J; Department of Psychiatry and Psychotherapy, Campus Charité Mitte, Charité - Universitätsmedizin Berlin, Berlin, Germany; Department of Psychiatry, Psychotherapy and Psychosomatics, Alexianer Krankenhaus Hedwigshoehe, St. Hedwig Kliniken, Berlin, Germany., Richter J; Department of Biological and Clinical Psychology, University of Greifswald, Greifswald, Germany; Department of Experimental Psychopathology, University of Hildesheim, Hildesheim, Germany., Ridderbusch IC; Department of Psychiatry and Psychotherapy, University of Marburg, Marburg, Germany., Rief W; Department of Clinical Psychology and Psychotherapy, Faculty of Psychology & Center for Mind, Brain and Behavior - CMBB, Philipps-University of Marburg, Marburg, Germany., Schneider S; Faculty of Psychology, Clinical Child and Adolescent Psychology, Mental Health Research and Treatment Center, Ruhr-Universität Bochum, Bochum, Germany., Schwarzmeier H; Center for Mental Health, Department of Psychiatry, Psychosomatics, and Psychotherapy, University Hospital of Würzburg, Germany., Seeger FR; Center for Mental Health, Department of Psychiatry, Psychosomatics, and Psychotherapy, University Hospital of Würzburg, Germany., Siminski N; Center for Mental Health, Department of Psychiatry, Psychosomatics, and Psychotherapy, University Hospital of Würzburg, Germany., Straube B; Department of Psychiatry and Psychotherapy, University of Marburg, Marburg, Germany., Straube T; Institute of Psychology, Unit of Clinical Psychology and Psychotherapy in Childhood and Adolescence, University of Osnabrueck, Osnabruck, Germany., Ströhle A; Department of Psychiatry and Psychotherapy, Campus Charité Mitte, Charité - Universitätsmedizin Berlin, Berlin, Germany., Wittchen HU; Psychiatric University Hospital, Ludwig-Maximilians-University München, Germany., Wroblewski A; Department of Psychiatry and Psychotherapy, University of Marburg, Marburg, Germany., Yang Y; Department of Psychiatry and Psychotherapy, University of Marburg, Marburg, Germany., Roesmann K; Institute for Biomagnetism and Biosignalanalysis, University of Münster, Germany; Institute of Psychology, Unit of Clinical Psychology and Psychotherapy in Childhood and Adolescence, University of Osnabrueck, Osnabruck, Germany., Leehr EJ; Institute for Translational Psychiatry, University of Münster, Germany., Dannlowski U; Institute for Translational Psychiatry, University of Münster, Germany., Lueken U; Department of Psychology, Humboldt-Universität zu Berlin, Berlin, Germany; German Center for Mental Health (DZPG), partner site Berlin/Potsdam, Germany.

Publikováno v: NeuroImage [Neuroimage] 2024 Jul 15; Vol. 295, pp. 120639. Date of Electronic Publication: 2024 May 25.

A Systematic Evaluation of Machine Learning-Based Biomarkers for Major Depressive Disorder.

Autor: Winter NR; Institute for Translational Psychiatry, University of Münster, Münster, Germany.; Otto Creutzfeldt Center for Cognitive and Behavioral Neuroscience, University of Münster, Münster, Germany., Blanke J; Institute for Translational Psychiatry, University of Münster, Münster, Germany., Leenings R; Institute for Translational Psychiatry, University of Münster, Münster, Germany.; Faculty of Mathematics and Computer Science, University of Münster, Münster, Germany., Ernsting J; Institute for Translational Psychiatry, University of Münster, Münster, Germany.; Faculty of Mathematics and Computer Science, University of Münster, Münster, Germany.; Institute for Geoinformatics, University of Münster, Münster, Germany., Fisch L; Institute for Translational Psychiatry, University of Münster, Münster, Germany., Sarink K; Institute for Translational Psychiatry, University of Münster, Münster, Germany., Barkhau C; Institute for Translational Psychiatry, University of Münster, Münster, Germany., Emden D; Institute for Translational Psychiatry, University of Münster, Münster, Germany., Thiel K; Institute for Translational Psychiatry, University of Münster, Münster, Germany., Flinkenflügel K; Institute for Translational Psychiatry, University of Münster, Münster, Germany., Winter A; Institute for Translational Psychiatry, University of Münster, Münster, Germany., Goltermann J; Institute for Translational Psychiatry, University of Münster, Münster, Germany., Meinert S; Institute for Translational Psychiatry, University of Münster, Münster, Germany.; Institute for Translational Neuroscience, University of Münster, Münster, Germany., Dohm K; Institute for Translational Psychiatry, University of Münster, Münster, Germany., Repple J; Institute for Translational Psychiatry, University of Münster, Münster, Germany.; Department of Psychiatry, Psychosomatic Medicine and Psychotherapy, University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany., Gruber M; Institute for Translational Psychiatry, University of Münster, Münster, Germany.; Department of Psychiatry, Psychosomatic Medicine and Psychotherapy, University Hospital Frankfurt, Goethe University, Frankfurt am Main, Germany., Leehr EJ; Institute for Translational Psychiatry, University of Münster, Münster, Germany., Opel N; Institute for Translational Psychiatry, University of Münster, Münster, Germany.; Department of Psychiatry and Psychotherapy, University Hospital Jena, Jena, Germany.; Center for Intervention and Research on Adaptive and Maladaptive Brain Circuits Underlying Mental Health, Jena, Germany.; German Center for Mental Health (DZPG), Jena, Germany., Grotegerd D; Institute for Translational Psychiatry, University of Münster, Münster, Germany., Redlich R; Institute for Translational Psychiatry, University of Münster, Münster, Germany.; Center for Intervention and Research on Adaptive and Maladaptive Brain Circuits Underlying Mental Health, Jena, Germany.; Department of Psychology, University of Halle, Halle, Germany.; German Center for Mental Health (DZPG), Halle, Germany., Nitsch R; Otto Creutzfeldt Center for Cognitive and Behavioral Neuroscience, University of Münster, Münster, Germany.; Institute for Translational Neuroscience, University of Münster, Münster, Germany., Bauer J; Clinic for Radiology, University of Münster, University Hospital Münster, Münster, Germany., Heindel W; Clinic for Radiology, University of Münster, University Hospital Münster, Münster, Germany., Gross J; Otto Creutzfeldt Center for Cognitive and Behavioral Neuroscience, University of Münster, Münster, Germany.; Institute for Biomagnetism and Biosignalanalysis, University of Münster, Münster, Germany., Risse B; Otto Creutzfeldt Center for Cognitive and Behavioral Neuroscience, University of Münster, Münster, Germany.; Faculty of Mathematics and Computer Science, University of Münster, Münster, Germany.; Institute for Geoinformatics, University of Münster, Münster, Germany., Andlauer TFM; Department of Neurology, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany., Forstner AJ; Institute of Human Genetics, University of Bonn, School of Medicine and University Hospital Bonn, Bonn, Germany.; Institute of Neuroscience and Medicine (INM-1), Research Centre Jülich, Jülich, Germany., Nöthen MM; Institute of Human Genetics, University of Bonn, School of Medicine and University Hospital Bonn, Bonn, Germany., Rietschel M; Department of Genetic Epidemiology, Central Institute of Mental Health, Faculty of Medicine Mannheim, University of Heidelberg, Mannheim, Germany., Hofmann SG; Department of Clinical Psychology, Philipps-University Marburg, Marburg, Germany., Pfarr JK; Department of Psychiatry and Psychotherapy, Philipps-University Marburg, Marburg, Germany.; Center for Mind, Brain and Behavior (CMBB), Marburg, Germany., Teutenberg L; Department of Psychiatry and Psychotherapy, Philipps-University Marburg, Marburg, Germany.; Center for Mind, Brain and Behavior (CMBB), Marburg, Germany., Usemann P; Department of Psychiatry and Psychotherapy, Philipps-University Marburg, Marburg, Germany.; Center for Mind, Brain and Behavior (CMBB), Marburg, Germany., Thomas-Odenthal F; Department of Psychiatry and Psychotherapy, Philipps-University Marburg, Marburg, Germany.; Center for Mind, Brain and Behavior (CMBB), Marburg, Germany., Wroblewski A; Department of Psychiatry and Psychotherapy, Philipps-University Marburg, Marburg, Germany.; Center for Mind, Brain and Behavior (CMBB), Marburg, Germany., Brosch K; Department of Psychiatry and Psychotherapy, Philipps-University Marburg, Marburg, Germany.; Center for Mind, Brain and Behavior (CMBB), Marburg, Germany., Stein F; Department of Psychiatry and Psychotherapy, Philipps-University Marburg, Marburg, Germany.; Center for Mind, Brain and Behavior (CMBB), Marburg, Germany., Jansen A; Department of Psychiatry and Psychotherapy, Philipps-University Marburg, Marburg, Germany.; Center for Mind, Brain and Behavior (CMBB), Marburg, Germany.; Core Facility Brain Imaging, Faculty of Medicine, Philipps-University Marburg, Marburg, Germany., Jamalabadi H; Department of Psychiatry and Psychotherapy, Philipps-University Marburg, Marburg, Germany., Alexander N; Department of Psychiatry and Psychotherapy, Philipps-University Marburg, Marburg, Germany.; Center for Mind, Brain and Behavior (CMBB), Marburg, Germany., Straube B; Department of Psychiatry and Psychotherapy, Philipps-University Marburg, Marburg, Germany.; Center for Mind, Brain and Behavior (CMBB), Marburg, Germany., Nenadic I; Department of Psychiatry and Psychotherapy, Philipps-University Marburg, Marburg, Germany.; Center for Mind, Brain and Behavior (CMBB), Marburg, Germany., Kircher T; Department of Psychiatry and Psychotherapy, Philipps-University Marburg, Marburg, Germany.; Center for Mind, Brain and Behavior (CMBB), Marburg, Germany., Dannlowski U; Institute for Translational Psychiatry, University of Münster, Münster, Germany.; Otto Creutzfeldt Center for Cognitive and Behavioral Neuroscience, University of Münster, Münster, Germany., Hahn T; Institute for Translational Psychiatry, University of Münster, Münster, Germany.; Otto Creutzfeldt Center for Cognitive and Behavioral Neuroscience, University of Münster, Münster, Germany.

Publikováno v: JAMA psychiatry [JAMA Psychiatry] 2024 Apr 01; Vol. 81 (4), pp. 386-395.

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

Autor: Thiel K; Institute for Translational Psychiatry, University of Münster, Münster, Germany., Meinert S; Institute for Translational Psychiatry, University of Münster, Münster, Germany.; Institute of Translational Neuroscience, University of Münster, Münster, Germany., Winter A; Institute for Translational Psychiatry, University of Münster, Münster, Germany., Lemke H; Institute for Translational Psychiatry, University of Münster, Münster, Germany., Waltemate L; Institute for Translational Psychiatry, University of Münster, Münster, Germany., Breuer F; Institute for Translational Psychiatry, University of Münster, Münster, Germany., Gruber M; Institute for Translational Psychiatry, University of Münster, Münster, Germany., Leenings R; Institute for Translational Psychiatry, University of Münster, Münster, Germany., Wüste L; Institute for Translational Psychiatry, University of Münster, Münster, Germany., Rüb K; Institute for Translational Psychiatry, University of Münster, Münster, Germany., Pfarr JK; Department of Psychiatry and Psychotherapy, University of Marburg, Marburg, Germany., Stein F; Department of Psychiatry and Psychotherapy, University of Marburg, Marburg, Germany., Brosch K; Department of Psychiatry and Psychotherapy, University of Marburg, Marburg, Germany., Meller T; Department of Psychiatry and Psychotherapy, University of Marburg, Marburg, Germany., Ringwald KG; Department of Psychiatry and Psychotherapy, University of Marburg, Marburg, Germany., Nenadić I; Department of Psychiatry and Psychotherapy, University of Marburg, Marburg, Germany., Krug A; Department of Psychiatry and Psychotherapy, University of Marburg, Marburg, Germany.; Department of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany., Repple J; Institute for Translational Psychiatry, University of Münster, Münster, Germany., Opel N; Institute for Translational Psychiatry, University of Münster, Münster, Germany., Koch K; Institute for Translational Psychiatry, University of Münster, Münster, Germany., Leehr EJ; Institute for Translational Psychiatry, University of Münster, Münster, Germany., Bauer J; Department of Clinical Radiology, University of Muenster, Muenster, Germany., Grotegerd D; Institute for Translational Psychiatry, University of Münster, Münster, Germany., Hahn T; Institute for Translational Psychiatry, University of Münster, Münster, Germany., Kircher T; Department of Psychiatry and Psychotherapy, University of Marburg, Marburg, Germany., Dannlowski U; Institute for Translational Psychiatry, University of Münster, Münster, Germany.

Publikováno v: Psychological medicine [Psychol Med] 2023 Jul; Vol. 53 (10), pp. 4592-4602. Date of Electronic Publication: 2022 Jul 14.

Towards a network control theory of electroconvulsive therapy response.

Autor: Hahn T; Institute for Translational Psychiatry, University of Münster, 48149 Münster, Germany., Jamalabadi H; Department of Psychiatry and Psychotherapy, University of Tübingen, 72076 Tübingen, Germany., Nozari E; Department of Mechanical Engineering, University of California, 92521 Riverside, USA., Winter NR; Institute for Translational Psychiatry, University of Münster, 48149 Münster, Germany., Ernsting J; Institute for Translational Psychiatry, University of Münster, 48149 Münster, Germany.; Faculty of Mathematics and Computer Science, University of Münster, 48149 Münster, Germany., Gruber M; Institute for Translational Psychiatry, University of Münster, 48149 Münster, Germany., Mauritz MJ; Institute for Translational Psychiatry, University of Münster, 48149 Münster, Germany., Grumbach P; Institute for Translational Psychiatry, University of Münster, 48149 Münster, Germany., Fisch L; Institute for Translational Psychiatry, University of Münster, 48149 Münster, Germany., Leenings R; Institute for Translational Psychiatry, University of Münster, 48149 Münster, Germany.; Faculty of Mathematics and Computer Science, University of Münster, 48149 Münster, Germany., Sarink K; Institute for Translational Psychiatry, University of Münster, 48149 Münster, Germany., Blanke J; Institute for Translational Psychiatry, University of Münster, 48149 Münster, Germany., Vennekate LK; Institute for Translational Psychiatry, University of Münster, 48149 Münster, Germany., Emden D; Institute for Translational Psychiatry, University of Münster, 48149 Münster, Germany., Opel N; Institute for Translational Psychiatry, University of Münster, 48149 Münster, Germany., Grotegerd D; Institute for Translational Psychiatry, University of Münster, 48149 Münster, Germany., Enneking V; Institute for Translational Psychiatry, University of Münster, 48149 Münster, Germany., Meinert S; Institute for Translational Psychiatry, University of Münster, 48149 Münster, Germany.; Institute for Translational Neuroscience, University of Münster, 48149 Münster, Germany., Borgers T; Institute for Translational Psychiatry, University of Münster, 48149 Münster, Germany., Klug M; Institute for Translational Psychiatry, University of Münster, 48149 Münster, Germany., Leehr EJ; Institute for Translational Psychiatry, University of Münster, 48149 Münster, Germany., Dohm K; Institute for Translational Psychiatry, University of Münster, 48149 Münster, Germany., Heindel W; Institute of Clinical Radiology, University of Münster, 48149 Münster, Germany., Gross J; Institute for Biomagnetism and Biosignalanalysis, University Hospital Münster, 48149 Münster, Germany., Dannlowski U; Institute for Translational Psychiatry, University of Münster, 48149 Münster, Germany., Redlich R; Institute for Translational Psychiatry, University of Münster, 48149 Münster, Germany.; Department of Psychology, University of Halle, 06099 Halle (Saale), Germany., Repple J; Institute for Translational Psychiatry, University of Münster, 48149 Münster, Germany.

Publikováno v: PNAS nexus [PNAS Nexus] 2023 Feb 01; Vol. 2 (2), pp. pgad032. Date of Electronic Publication: 2023 Feb 01 (Print Publication: 2023).