Predicting Response to Repetitive Transcranial Magnetic Stimulation in Patients With Schizophrenia Using Structural Magnetic Resonance Imaging: A Multisite Machine Learning Analysis
Koutsouleris, Nikolaos, Wobrock, Thomas, Guse, Birgit, Langguth, Berthold, Landgrebe, Michael, Eichhammer, Peter, Frank, Elmar, Cordes, Joachim, Wölwer, Wolfgang, Musso, Francesco, Winterer, Georg, Gaebel, Wolfgang, Hajak, Göran, Ohmann, Christian, Verde, Pablo E., Rietschel, Marcella, Ahmed, Raees, Honer, William G., Dwyer, Dominic
, Ghaseminejad, Farhad, Dechent, Peter, Malchow, Berend, Kreuzer, Peter M., Poeppl, Tim B., Schneider-Axmann, Thomas, Falkai, Peter
and Hasan, Alkomiet
(2017)
Predicting Response to Repetitive Transcranial Magnetic Stimulation in Patients With Schizophrenia Using Structural Magnetic Resonance Imaging: A Multisite Machine Learning Analysis.
Schizophrenia Bulletin 44 (5), pp. 1021-1034.
Date of publication of this fulltext: 28 Jul 2021 17:04
Article
Alternative links to fulltext
Involved Institutions
Details
| Item type | Article | ||||
| Journal or Publication Title | Schizophrenia Bulletin | ||||
| Publisher: | Oxford Univ. Press | ||||
|---|---|---|---|---|---|
| Place of Publication: | OXFORD | ||||
| Volume: | 44 | ||||
| Number of Issue or Book Chapter: | 5 | ||||
| Page Range: | pp. 1021-1034 | ||||
| Date | 2017 | ||||
| Institutions | Medicine > Lehrstuhl für Psychiatrie und Psychotherapie | ||||
| Identification Number |
| ||||
| Keywords | TREATMENT-RESISTANT DEPRESSION; PREDOMINANT NEGATIVE SYMPTOMS; RANDOMIZED CONTROLLED-TRIAL; SHAM-CONTROLLED TRIAL; AUDITORY HALLUCINATIONS; PREFRONTAL CORTEX; NEUROANATOMICAL BIOMARKERS; FUNCTIONAL CONNECTIVITY; FREQUENCY RTMS; BRAIN CHANGES; schizophrenia; repetitive transcranial magnetic stimulation; neuroanatomical pattern classification; machine learning; voxel-based morphometry; treatment outcome prediction; response heterogeneity | ||||
| Dewey Decimal Classification | 600 Technology > 610 Medical sciences Medicine | ||||
| Status | Published | ||||
| Refereed | Yes, this version has been refereed | ||||
| Created at the University of Regensburg | Yes | ||||
| Item ID | 46818 |
Export bibliographical data
Owner only: item control page
Altmetric
Altmetric