Multiband EEG signatures decoded using machine learning for predicting rTMS treatment response in MDD.

Abstract

Authors

• Alexander Arteaga
  Department of Bioengineering, Lehigh University, Bethlehem, PA, USA.
• Xiaoyu Tong
  Department of Radiology, First Affiliated Hospital of Dalian Medical University, Shahekou District, Lianhe Road, Dalian, Liaoning, China (S.W., X.T., Y.F., M.H., Y.L., X.F.).
• Kanhao Zhao
  Department of Bioengineering, Lehigh University, Bethlehem, PA, USA.
• Nancy B Carlisle
  Department of Psychology, Lehigh University, Bethlehem, PA 18015, USA. Electronic address: nbc415@lehigh.edu.
• Desmond J Oathes
  Center for Neuromodulation in Depression and Stress, Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, PA, USA.
• Gregory A Fonzo
  Center for Psychedelic Research and Therapy, Department of Psychiatry and Behavioral Sciences, Dell Medical School, The University of Texas at Austin, Austin, TX 78712, USA. Electronic address: gfonzo@austin.utexas.edu.
• Corey J Keller
  Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Palo Alto, CA, USA. ckeller1@stanford.edu.
• Yu Zhang
  College of Marine Electrical Engineering, Dalian Maritime University, Dalian, China.

Keywords

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