Publications by authors named "Nils Winter"

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MRI-derived estimation of biological aging in patients with affective disorders in a 9-year follow-up - a prospective marker of future recurrence.
Katharina Förster, Nils R Winter, Jan Ernsting, Ramona Leenings, Lukas Fisch

Mol Psychiatry· December 2025

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Soft Drink Consumption and Depression Mediated by Gut Microbiome Alterations.
Sharmili Edwin Thanarajah, Adèle H Ribeiro, Jaehyun Lee, Nils R Winter, Frederike Stein

JAMA Psychiatry· November 2025

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Structural connectomic signatures of childhood maltreatment across affective and psychotic disorders.
Linda M Bonnekoh, Marius Gruber, Cathrine Thams, Kira Flinkenflügel, Susanne Meinert, Nils R Winter

Eur Neuropsychopharmacol· November 2025

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Toward Personalized Neuroscience: Evaluating Individual-Level Information in Neural Mass Models.
Carlotta B C Barkhau, Clemens Pellengahr, Zheng Wang, Lukas Fisch, Ramona Leenings, Nils R Winter

Hum Brain Mapp· November 2025

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Synergistic Co-Activation Probabilities of Large-Scale Resting State Networks in Major Depressive Disorder.
Lea Teutenberg, Nooshin Javaheripour, Sarah Alizadeh, Bita Shariatpanahi, Elina Stocker, Nils R Winter

Biol Psychiatry Cogn Neurosci Neuroimaging· November 2025

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Classification of major depressive disorder using vertex-wise brain sulcal depth, curvature, and thickness with a deep and a shallow learning model.
Roberto Goya-Maldonado, Tracy Erwin-Grabner, Ling-Li Zeng, Christopher R K Ching, Andre Aleman, Nils Winter

Mol Psychiatry· October 2025

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Gray matter correlates of childhood maltreatment lack replicability in a multi-cohort brain-wide association study.
Janik Goltermann, Nils R Winter, Susanne Meinert, Dominik Grotegerd, Anna Kraus

Nat Commun· September 2025

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Generalizability of clinical prediction models in mental health.
Maike Richter, Daniel Emden, Ramona Leenings, Nils R Winter, Rafael Mikolajczyk

Mol Psychiatry· August 2025

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Large-scale plasma proteomics uncovers preclinical molecular signatures of Parkinson's disease and overlap with other neurodegenerative disorders.
Jan Homann, Alexander G Smith, Sarah Morgan, Elisabet A Frick, Fangyu Liu, Nils Winter

medRxiv· July 2025

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Judged by your neighbors: A novel framework for personalized assessment of brain structural aging effects in diverse populations.
Ramona Leenings, Nils R Winter, Jan Ernsting, Maximilian Konowski, Vincent Holstein

medRxiv· June 2025

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Correction to: Predictive modeling with linear machine learning can estimate glioblastoma survival in months based solely on MGMT‑methylation status, age and sex.
Emanuele Maragno, Sarah Ricchizzi, Nils Ralf Winter, Sönke Josua Hellwig, Walter Stummer

Acta Neurochir (Wien)· May 2025

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Machine learning-based prediction of illness course in major depression: The relevance of risk factors.
Lea Teutenberg, Frederike Stein, Florian Thomas-Odenthal, Paula Usemann, Katharina Brosch, Nils Winter

J Affect Disord· April 2025

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Predictive modeling with linear machine learning can estimate glioblastoma survival in months based solely on MGMT-methylation status, age and sex.
Emanuele Maragno, Sarah Ricchizzi, Nils Ralf Winter, Sönke Josua Hellwig, Walter Stummer

Acta Neurochir (Wien)· February 2025

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Classification of Major Depressive Disorder Using Vertex-Wise Brain Sulcal Depth, Curvature, and Thickness with a Deep and a Shallow Learning Model.
Roberto Goya-Maldonado, Tracy Erwin-Grabner, Ling-Li Zeng, Christopher R K Ching, Andre Aleman, Nils Winter

ArXiv· January 2025

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Associations between white matter microstructure and cognitive decline in major depressive disorder versus controls in Germany: a prospective case-control cohort study.
Kira Flinkenflügel, Susanne Meinert, Christopher Hirtsiefer, Dominik Grotegerd, Marius Gruber, Nils R Winter

Lancet Psychiatry· November 2024

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deepbet: Fast brain extraction of T1-weighted MRI using Convolutional Neural Networks.
Lukas Fisch, Stefan Zumdick, Carlotta Barkhau, Daniel Emden, Jan Ernsting, Nils R Winter

Comput Biol Med· September 2024

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GateNet: A novel neural network architecture for automated flow cytometry gating.
Lukas Fisch, Michael Heming, Andreas Schulte-Mecklenbeck, Catharina C Gross, Stefan Zumdick, Nils R Winter

Comput Biol Med· September 2024

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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.
Kevin Hilbert, Joscha Böhnlein, Charlotte Meinke, Alice V Chavanne, Till Langhammer, Nils Winter

Neuroimage· July 2024

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The impact of depression and childhood maltreatment experiences on psychological adaptation from lockdown to reopening period during the COVID-19 pandemic.
Julian Herpertz, Janik Goltermann, Marius Gruber, Rogério Blitz, Jacob Taylor, Alexandra Winter, Nils R Winter

Eur Neuropsychopharmacol· June 2024

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Principal component analysis as an efficient method for capturing multivariate brain signatures of complex disorders-ENIGMA study in people with bipolar disorders and obesity.
Sean R McWhinney, Jaroslav Hlinka, Eduard Bakstein, Lorielle M F Dietze, Emily L V Corkum, Nils R Winter

Hum Brain Mapp· June 2024

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Childhood trauma moderates schizotypy-related brain morphology: analyses of 1182 healthy individuals from the ENIGMA schizotypy working group.
Yann Quidé, Oliver J Watkeys, Emiliana Tonini, Dominik Grotegerd, Udo Dannlowski, Nils R Winter

Psychol Med· April 2024

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A Systematic Evaluation of Machine Learning-Based Biomarkers for Major Depressive Disorder.
Nils R Winter, Julian Blanke, Ramona Leenings, Jan Ernsting, Lukas Fisch, Alexandra Winter

JAMA Psychiatry· April 2024

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Association between resting-state connectivity patterns in the defensive system network and treatment response in spider phobia-a replication approach.
Elisabeth J Leehr, Fabian R Seeger, Joscha Böhnlein, Bettina Gathmann, Thomas Straube, Nils R Winter

Transl Psychiatry· March 2024

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Shared and distinct structural brain networks related to childhood maltreatment and social support: connectome-based predictive modeling.
Alexandra Winter, Marius Gruber, Katharina Thiel, Kira Flinkenflügel, Susanne Meinert, Nils R Winter

Mol Psychiatry· November 2023

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Interrelated effects of age and parenthood on whole-brain controllability: protective effects of parenthood in mothers.
Hamidreza Jamalabadi, Tim Hahn, Nils R Winter, Erfan Nozari, Jan Ernsting

Front Aging Neurosci· October 2023

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