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, Kevin, Böhnlein, Joscha, Meinke, Charlotte, Chavanne, Alice V., Langhammer, Till, Stumpe, Lara, Winter, Nils, Leenings, Ramona, Adolph, Dirk, Arolt, Volker, Bischoff, Sophie, Cwik, Jan C., Deckert, Jürgen, Domschke, Katharina, Fydrich, Thomas, Gathmann, Bettina, Hamm, Alfons O., Heinig, Ingmar, Herrmann, Martin J., Hollandt, Maike, Hoyer, Jürgen, Junghöfer, Markus, Kircher, Tilo, Koelkebeck, Katja, Lotze, Martin, Margraf, Jürgen, Mumm, Jennifer L.M., Neudeck, Peter, Pauli, Paul, Pittig, Andre, Plag, Jens, Richter, Jan, Ridderbusch, Isabelle C., Rief, Winfried, Schneider, Silvia, Schwarzmeier, Hanna, Seeger, Fabian R., Siminski, Niklas, Straube, Benjamin, Straube, Thomas, Ströhle, Andreas, Wittchen, Hans-Ulrich, Wroblewski, Adrian, Yang, Yunbo, Roesmann, Kati, Leehr, Elisabeth J., Dannlowski, Udo, Lueken, Ulrike

Publikováno v: In NeuroImage 15 July 2024 295

Individual-Level Prediction of Exposure Therapy Outcome Using Structural and Functional MRI Data in Spider Phobia: A Machine-Learning Study.

Autor: Chavanne, Alice V.^1,2 (AUTHOR), Meinke, Charlotte¹ (AUTHOR), Langhammer, Till¹ (AUTHOR), Roesmann, Kati^3,4,5 (AUTHOR), Boehnlein, Joscha⁶ (AUTHOR), Gathmann, Bettina⁷ (AUTHOR), Herrmann, Martin J.⁸ (AUTHOR), Junghoefer, Markus^4,9 (AUTHOR), Klahn, Luisa¹⁰ (AUTHOR), Schwarzmeier, Hanna⁸ (AUTHOR), Seeger, Fabian R.⁸ (AUTHOR), Siminski, Niklas⁸ (AUTHOR), Straube, Thomas^6,7 (AUTHOR), Dannlowski, Udo⁶ (AUTHOR), Lueken, Ulrike¹ (AUTHOR), Leehr, Elisabeth J.⁶ (AUTHOR), Hilbert, Kevin¹ (AUTHOR)

Publikováno v: Depression & Anxiety (1091-4269). 8/22/2023, p1-11. 11p. 1 Diagram, 2 Charts, 2 Graphs.

FOR 5187, SP7: ACC-based biomarkers for predicting treatment (non)response to cognitive behavioral therapy in internalizing disorders – retrospective analysis

Autor: Meinke, Charlotte, Walter, Henrik, Hilbert, Kevin

This analysis will be conducted in subproject 7 of the DFG-funded research unit 5187 “Towards precision psychotherapy for non-respondent patients: From signatures to predictions to clinical utility” (see more information here: https://forschungsg

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::8467403a6e7c3c9fb7dc7b08709d1a04