Lea Teutenberg,
Frederike Stein,
Florian Thomas-Odenthal,
Paula Usemann,
Katharina Brosch,
Nils Winter,
Janik Goltermann,
Ramona Leenings,
Maximilian Konowski,
Carlotta Barkhau,
Lukas Fisch,
Susanne Meinert,
Kira Flinkenflügel,
Navid Schürmeyer,
Linda Bonnekoh,
Katharina Thiel,
Anna Kraus,
Nina Alexander,
Andreas Jansen,
Igor Nenadić,
Benjamin Straube,
Tim Hahn,
Udo Dannlowski,
Hamidreza Jamalabadi,
Tilo Kircher
(2025).
Machine learning-based prediction of illness course in major depression: The relevance of risk factors.
Journal of Affective Disorders.
Lukas Fisch,
Michael Heming,
Andreas Schulte-Mecklenbeck,
Catharina C. Gross,
Stefan Zumdick,
Carlotta Barkhau,
Daniel Emden,
Jan Ernsting,
Ramona Leenings,
Kelvin Sarink,
Nils R. Winter,
Udo Dannlowski,
Heinz Wiendl,
Gerd Meyer Zu Hörste,
Tim Hahn
(2024).
GateNet: A novel neural network architecture for automated flow cytometry gating.
Computers in Biology and Medicine.
Kevin Hilbert,
Joscha Böhnlein,
Charlotte Meinke,
Alice v. Chavanne,
Till Langhammer,
Lara Stumpe,
Nils Winter,
Ramona Leenings,
Dirk Adolph,
Volker Arolt,
Sophie Bischoff,
Jan C. Cwik,
Jürgen Deckert,
Katharina Domschke,
Thomas Fydrich,
Bettina Gathmann,
Alfons O. Hamm,
Ingmar Heinig,
Martin J. Herrmann,
Maike Hollandt,
Jürgen Hoyer,
Markus Junghöfer,
Tilo Kircher,
Katja Koelkebeck,
Martin Lotze,
Jürgen Margraf,
Jennifer L.M. Mumm,
Peter Neudeck,
Paul Pauli,
Andre Pittig,
Jens Plag,
Jan Richter,
Isabelle C. Ridderbusch,
Winfried Rief,
Silvia Schneider,
Hanna Schwarzmeier,
Fabian R. Seeger,
Niklas Siminski,
Benjamin Straube,
Thomas Straube,
Andreas Ströhle,
Hans-Ulrich Wittchen,
Adrian Wroblewski,
Yunbo Yang,
Kati Roesmann,
Elisabeth J. Leehr,
Udo Dannlowski,
Ulrike Lueken
(2024).
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.
NeuroImage.
Sean R. McWhinney,
Jaroslav Hlinka,
Eduard Bakstein,
Lorielle M. F. Dietze,
Emily L. v. Corkum,
Christoph Abé,
Martin Alda,
Nina Alexander,
Francesco Benedetti,
Michael Berk,
Erlend Bøen,
Linda M. Bonnekoh,
Birgitte Boye,
Katharina Brosch,
Erick J. Canales-Rodríguez,
Dara M. Cannon,
Udo Dannlowski,
Caroline Demro,
Ana Diaz-Zuluaga,
Torbjørn Elvsåshagen,
Lisa T. Eyler,
Lydia Fortea,
Janice M. Fullerton,
Janik Goltermann,
Ian H. Gotlib,
Dominik Grotegerd,
Bartholomeus Haarman,
Tim Hahn,
Fleur M. Howells,
Hamidreza Jamalabadi,
Andreas Jansen,
Tilo Kircher,
Anna Luisa Klahn,
Rayus Kuplicki,
Elijah Lahud,
Mikael Landén,
Elisabeth J. Leehr,
Carlos Lopez-Jaramillo,
Scott Mackey,
Ulrik Malt,
Fiona Martyn,
Elena Mazza,
Colm McDonald,
Genevieve McPhilemy,
Sandra Meier,
Susanne Meinert,
Elisa Melloni,
Philip B. Mitchell,
Leila Nabulsi,
Igor Nenadić,
Robert Nitsch,
Nils Opel,
Roel A. Ophoff,
Maria Ortuño,
Bronwyn J. Overs,
Julian Pineda-Zapata,
Edith Pomarol-Clotet,
Joaquim Radua,
Jonathan Repple,
Gloria Roberts,
Elena Rodriguez-Cano,
Matthew D. Sacchet,
Raymond Salvador,
Jonathan Savitz,
Freda Scheffler,
Peter R. Schofield,
Navid Schürmeyer,
Chen Shen,
Kang Sim,
Scott R. Sponheim,
Dan J. Stein,
Frederike Stein,
Benjamin Straube,
Chao Suo,
Henk Temmingh,
Lea Teutenberg,
Florian Thomas-Odenthal,
Sophia I. Thomopoulos,
Snezana Urosevic,
Paula Usemann,
Neeltje E. M. Van Haren,
Cristian Vargas,
Eduard Vieta,
Enric Vilajosana,
Annabel Vreeker,
Nils R. Winter,
Lakshmi N. Yatham,
Paul M. Thompson,
Ole A. Andreassen,
Christopher R. K. Ching,
Tomas Hajek
(2024).
Principal component analysis as an efficient method for capturing multivariate brain signatures of complex disorders—ENIGMA study in people with bipolar disorders and obesity.
Human Brain Mapping.
Nils R. Winter,
Julian Blanke,
Ramona Leenings,
Jan Ernsting,
Lukas Fisch,
Kelvin Sarink,
Carlotta Barkhau,
Daniel Emden,
Katharina Thiel,
Kira Flinkenflügel,
Alexandra Winter,
Janik Goltermann,
Susanne Meinert,
Katharina Dohm,
Jonathan Repple,
Marius Gruber,
Elisabeth J. Leehr,
Nils Opel,
Dominik Grotegerd,
Ronny Redlich,
Robert Nitsch,
Jochen Bauer,
Walter Heindel,
Joachim Gross,
Benjamin Risse,
Till F. M. Andlauer,
Andreas J. Forstner,
Markus M. Nöthen,
Marcella Rietschel,
Stefan G. Hofmann,
Julia-Katharina Pfarr,
Lea Teutenberg,
Paula Usemann,
Florian Thomas-Odenthal,
Adrian Wroblewski,
Katharina Brosch,
Frederike Stein,
Andreas Jansen,
Hamidreza Jamalabadi,
Nina Alexander,
Benjamin Straube,
Igor Nenadić,
Tilo Kircher,
Udo Dannlowski,
Tim Hahn
(2024).
A Systematic Evaluation of Machine Learning–Based Biomarkers for Major Depressive Disorder.
JAMA Psychiatry.
Hamidreza Jamalabadi,
Tim Hahn,
Nils R. Winter,
Erfan Nozari,
Jan Ernsting,
Susanne Meinert,
Elisabeth J. Leehr,
Katharina Dohm,
Jochen Bauer,
Julia-Katharina Pfarr,
Frederike Stein,
Florian Thomas-Odenthal,
Katharina Brosch,
Marco Mauritz,
Marius Gruber,
Jonathan Repple,
Tobias Kaufmann,
Axel Krug,
Igor Nenadić,
Tilo Kircher,
Udo Dannlowski,
Birgit Derntl
(2023).
Interrelated effects of age and parenthood on whole-brain controllability: protective effects of parenthood in mothers.
Frontiers in Aging Neuroscience.
Nooshin Javaheripour,
Lejla Colic,
Nils Opel,
Meng Li,
Somayeh Maleki Balajoo,
Tara Chand,
Johan Van Der Meer,
Marina Krylova,
Igor Izyurov,
Tina Meller,
Janik Goltermann,
Nils R. Winter,
Susanne Meinert,
Dominik Grotegerd,
Andreas Jansen,
Nina Alexander,
Paula Usemann,
Florian Thomas-Odenthal,
Ulrika Evermann,
Adrian Wroblewski,
Katharina Brosch,
Frederike Stein,
Tim Hahn,
Benjamin Straube,
Axel Krug,
Igor Nenadić,
Tilo Kircher,
Ilona Croy,
Udo Dannlowski,
Gerd Wagner,
Martin Walter
(2023).
Altered brain dynamic in major depressive disorder: state and trait features.
Translational Psychiatry.