Individualized treatment response prediction of dialectical behavior therapy for borderline personality disorder using multimodal magnetic resonance imaging

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This paper presents a proof-of-concept study using random forest classification to predict individual responses to dialectical behavior therapy in patients with borderline personality disorder. The researchers analyzed pretreatment clinical, demographic, and multimodal MRI data from 31 female participants to identify predictors of treatment outcome. Results indicate that amygdala activation during cognitive reappraisal tasks, combined with psychopathology severity and gray matter volume, offered significant predictive accuracy compared to models using only clinical data.

ID
5c4115eff38a471e
Source org
OpenAlex
Author
Mike M. Schmitgen (Heidelberg University), Inga Niedtfeld (Heidelberg University), Ruth Schmitt (Heidelberg University), Falk Mancke (Heidelberg University), Dorina Winter (Heidelberg University), Christian Schmahl (Heidelberg University), Sabine C. Herpertz (Heidelberg University)
Published
2019-08-14
OA status
gold
DOI
10.1002/brb3.1384
PMID
Not recorded
PMCID
Not recorded
Citations
46

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BibTeX

@article{allodium:5c4115eff38a471e,
  title = {Individualized treatment response prediction of dialectical behavior therapy for borderline personality disorder using multimodal magnetic resonance imaging},
  author = {Mike M. Schmitgen and Inga Niedtfeld and Ruth Schmitt and Falk Mancke and Dorina Winter and Christian Schmahl and Sabine C. Herpertz},
  year = {2019},
  journal = {OpenAlex},
  doi = {10.1002/brb3.1384},
  url = {https://doi.org/10.1002/brb3.1384}
}

RIS

TY  - JOUR
TI  - Individualized treatment response prediction of dialectical behavior therapy for borderline personality disorder using multimodal magnetic resonance imaging
AU  - Schmitgen, Mike M.
AU  - Niedtfeld, Inga
AU  - Schmitt, Ruth
AU  - Mancke, Falk
AU  - Winter, Dorina
AU  - Schmahl, Christian
AU  - Herpertz, Sabine C.
PY  - 2019
PB  - OpenAlex
DO  - 10.1002/brb3.1384
UR  - https://doi.org/10.1002/brb3.1384
ER  -

APA

Schmitgen, M. M., Niedtfeld, I., Schmitt, R., Mancke, F., Winter, D., Schmahl, C., & Herpertz, S. C. (2019). Individualized treatment response prediction of dialectical behavior therapy for borderline personality disorder using multimodal magnetic resonance imaging. OpenAlex. https://doi.org/10.1002/brb3.1384

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