Prediction of Individual Response to Electroconvulsive Therapy via Machine Learning on Structural Magnetic Resonance Imaging Data.

Abstract

Authors

• Ronny Redlich
  Department of Psychiatry, University of Muenster, Muenster, Germany.
• Nils Opel
  Department of Psychiatry, University of Muenster, Muenster, Germany.
• Dominik Grotegerd
  Department of Psychiatry and Psychotherapy, University of Münster, Germany.
• Katharina Dohm
  Department of Psychiatry, University of Muenster, Muenster, Germany.
• Dario Zaremba
  Department of Psychiatry, University of Muenster, Muenster, Germany.
• Christian Bürger
  Department of Psychiatry, University of Muenster, Muenster, Germany.
• Sandra Münker
  Department of Psychiatry, University of Muenster, Muenster, Germany.
• Lisa Mühlmann
  Department of Psychiatry, University of Muenster, Muenster, Germany.
• Patricia Wahl
  Department of Psychiatry, University of Muenster, Muenster, Germany.
• Walter Heindel
  Department of Clinical Radiology, University of Muenster, Muenster, Germany.
• Volker Arolt
  Department of Psychiatry, University of Muenster, Muenster, Germany.
• Judith Alferink
  Department of Psychiatry, University of Muenster, Muenster, Germany3Cells-in-Motion Cluster of Excellence, University of Muenster, Muenster, Germany.
• Peter Zwanzger
  Department of Psychiatry, University of Muenster, Muenster, Germany4Department of Psychiatry, Inn-Salzach Hospital, Wasserburg am Inn, Germany.
• Maxim Zavorotnyy
  Department of Psychiatry, University of Marburg, Marburg, Germany.
• Harald Kugel
  Department of Clinical Radiology, University of Muenster, Muenster, Germany.
• Udo Dannlowski
  Department of Psychiatry and Psychotherapy, University of Münster, Germany.

Keywords

External Resources