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Lukas Pezawas

As seen in: Nature, JAMA Network
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Articles

Prediction of Treatment Benefit With Internet-Based Cognitive Behavioral Therapy for Depression

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By Heiner Stuke, Selin Demir, Lukas Pezawas, Jakob A Kaminski, Björn Meyer, Steffen Moritz, Thomas Berger, Jan Klein, Stephan Köhler, Cora Schefft, Maximilian Preiß, Johanne Schröder
| JAMA Network Verified
Prediction of Treatment Benefit With Internet-Based Cognitive Behavioral Therapy for Depression Supplement 1. eMethods 1. Characteristics of Included Samples eMethods 2. Outcomes, Predictors, and Missing Data eMethods 3. Single and Multiple Imputation Procedures eMethods 4. Decision Accuracy Estimators: Definitions and Variance Formulas eFigure 1. Nested Cross-Validation Procedure eFigure 2. Distribution of Benefit Predictions by Model eFigure 3.
Open in Who Shared Issue with article?

Functional connectivity signatures of major depressive disorder: machine learning analysis of two multicenter neuroimaging studies - Molecular Psychiatry

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By Udo Dannlowski, Christopher G Davey, Thomas Frodl, Ian H. Gotlib, Tim Hahn Verified, Paul Hamilton, Elisabeth Paul, Gerd Wagner, Henrik Walter, Martin Walter, Ahmed El-Gazzar, Lucie Bartova, Lukas Pezawas, Philipp Sämann
| Nature Verified
Datasets The psymri consortium consists of 23 cohorts from across the world, including raw data from 531 patients (60% Males, 33.7 +/− 11.6 years old) and 508 controls (65% Males, 35.1 +/− 12.2 years old). The mddrest dataset collected byREST-meta-MDD Project is currently the largest resting-state fMRI database for MDD, including 1255 patients (57% Males, 36.6 +/− 15.7 years old) and 1083 HC (62% Males, 35.1 +/− 14.7 years old) from 25 cohorts in China. Supplementary Fig.
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