Nils R. Winter
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Papers
Article-Journal
Machine learning-based prediction of illness course in major depression: The relevance of risk factors
Apr 1, 2025
GateNet: A novel neural network architecture for automated flow cytometry gating
Sep 1, 2024
deepbet: Fast brain extraction of T1-weighted MRI using Convolutional Neural Networks
Sep 1, 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
Jul 1, 2024
The impact of depression and childhood maltreatment experiences on psychological adaptation from lockdown to reopening period during the COVID-19 pandemic
Jun 1, 2024
Association between resting-state connectivity patterns in the defensive system network and treatment response in spider phobia—a replication approach
Mar 1, 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
Jan 1, 2024
A Systematic Evaluation of Machine Learning–Based Biomarkers for Major Depressive Disorder
Jan 1, 2024
Interrelated effects of age and parenthood on whole-brain controllability: protective effects of parenthood in mothers
Oct 1, 2023
Altered brain dynamic in major depressive disorder: state and trait features
Jul 1, 2023
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