Clinical patterns differentially predict response to transcranial direct current stimulation (tDCS) and escitalopram in major depression: a machine learning analysis of the ELECT-TDCS study (2020)
- Authors:
- USP affiliated authors: GATTAZ, WAGNER FARID - FM ; BENSEÑOR, ISABELA JUDITH MARTINS - FM ; LOTUFO, PAULO ANDRADE - FM ; BRUNONI, ANDRE RUSSOWSKY - FM
- Unidade: FM
- DOI: 10.1016/j.jad.2020.01.118
- Subjects: DEPRESSÃO; PSICOTERAPIA; CÓRTEX PRÉ-FRONTAL
- Agências de fomento:
- Federal Ministry of Education and Research (BMBF)Federal Ministry of Education & Research (BMBF)
- German Center for Brain Stimulation (GCBS) research consortium [01EE1403G]
- CAPES/INCT program ""National Institute of Biomarkers in Psychiatry"" (INBioN)
- National Council for Scientific and Technological Development (CNPq)National Council for Scientific and Technological Development (CNPq)
- FAPESP Young Investigator grantFundacao de Amparo a Pesquisa do Estado de Sao Paulo (FAPESP) [12/20911-5, 17/50223-7]
- Language: Inglês
- Imprenta:
- Source:
- Título: Journal of affective disorders
- ISSN: 0165-0327
- Volume/Número/Paginação/Ano: v. 265, p. 460-467, 2020
- Este periódico é de assinatura
- Este artigo NÃO é de acesso aberto
- Cor do Acesso Aberto: closed
-
ABNT
KAMBEITZ, Joseph et al. Clinical patterns differentially predict response to transcranial direct current stimulation (tDCS) and escitalopram in major depression: a machine learning analysis of the ELECT-TDCS study. Journal of affective disorders, v. 265, p. 460-467, 2020Tradução . . Disponível em: https://doi.org/10.1016/j.jad.2020.01.118. Acesso em: 29 dez. 2025. -
APA
Kambeitz, J., Goerigk, S., Gattaz, W. F., Falkai, P., Benseñor, I. J. M., Lotufo, P. A., et al. (2020). Clinical patterns differentially predict response to transcranial direct current stimulation (tDCS) and escitalopram in major depression: a machine learning analysis of the ELECT-TDCS study. Journal of affective disorders, 265, 460-467. doi:10.1016/j.jad.2020.01.118 -
NLM
Kambeitz J, Goerigk S, Gattaz WF, Falkai P, Benseñor IJM, Lotufo PA, Buehner M, Koutsouleris N, Padberg F, Brunoni AR. Clinical patterns differentially predict response to transcranial direct current stimulation (tDCS) and escitalopram in major depression: a machine learning analysis of the ELECT-TDCS study [Internet]. Journal of affective disorders. 2020 ; 265 460-467.[citado 2025 dez. 29 ] Available from: https://doi.org/10.1016/j.jad.2020.01.118 -
Vancouver
Kambeitz J, Goerigk S, Gattaz WF, Falkai P, Benseñor IJM, Lotufo PA, Buehner M, Koutsouleris N, Padberg F, Brunoni AR. Clinical patterns differentially predict response to transcranial direct current stimulation (tDCS) and escitalopram in major depression: a machine learning analysis of the ELECT-TDCS study [Internet]. Journal of affective disorders. 2020 ; 265 460-467.[citado 2025 dez. 29 ] Available from: https://doi.org/10.1016/j.jad.2020.01.118 - Cytokines plasma levels during antidepressant treatment with sertraline and transcranial direct current stimulation (tDCS): results from a factorial, randomized, controlled trial
- Assessment of non-BDNF neurotrophins and GDNF levels after depression treatment with sertraline and transcranial direct current stimulation in a factorial, randomized, sham-controlled trial (SELECT-TDCS): An exploratory analysis.
- Association of BDNF, HTR2A, TPH1, SLC6A4, and COMT polymorphisms with tDCS and escitalopram efficacy: ancillary analysis of a double-blind, placebo-controlled trial
- Plasma levels of soluble TNF receptors 1 and 2 after tDCS and sertraline treatment in major depression: Results from the SELECT-TDCS trial
- Suicide rates and income in São Paulo and Brazil: a temporal and spatial epidemiologic analysis from 1996 to 2008
- Acute working memory improvement after tDCS in antidepressant-free patients with major depressive disorder
- Effects of acute transcranial direct current stimulation in hot and cold working memory tasks in healthy and depressed subjects
- Suicide risk classification with machine learning techniques in a large Brazilian community sample
- Associations of comorbid headache disorders and depression with leisure-time physical activity among 14,088 adults in the Brazilian longitudinal study of adult health
- Polarity- and valence-dependent effects of prefrontal transcranial direct current stimulation on heart rate variability and salivary cortisol
Informações sobre o DOI: 10.1016/j.jad.2020.01.118 (Fonte: oaDOI API)
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