Application of machine learning to structural connectome to predict symptom reduction in depressed adolescents with cognitive behavioral therapy (CBT)

Autor: Olga Tymofiyeva, Justin P. Yuan, Chiung-Yu Huang, Colm G. Connolly, Eva Henje Blom, Duan Xu, Tony T. Yang

Publikováno v: NeuroImage: Clinical, Vol 23, Iss , Pp - (2019)

Purpose: Adolescent major depressive disorder (MDD) is a highly prevalent, incapacitating and costly illness. Many depressed teens do not improve with cognitive behavioral therapy (CBT), a first-line treatment for adolescent MDD, and face devastating

Externí odkaz: https://doaj.org/article/e10ed115b844442186aaeee0b0e6dc5e

Application of machine learning to structural connectome to predict symptom reduction in depressed adolescents with cognitive behavioral therapy (CBT)

Autor: Eva Henje Blom, Chiung Yu Huang, Tony T. Yang, Duan Xu, Justin Yuan, Olga Tymofiyeva, Colm G. Connolly

Publikováno v: NeuroImage: Clinical, Vol 23, Iss, Pp-(2019)
NeuroImage : Clinical
NeuroImage: Clinical, vol 23

Purpose Adolescent major depressive disorder (MDD) is a highly prevalent, incapacitating and costly illness. Many depressed teens do not improve with cognitive behavioral therapy (CBT), a first-line treatment for adolescent MDD, and face devastating

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::241a423406568eb70da9e5285ab436eb
http://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-164435

Test-Retest Reliability of Graph Theoretic Metrics in Adolescent Brains

Autor: Colm G. Connolly, Olga Tymofiyeva, Yiran Chen, Tiffany C. Ho, Justin Yuan, Tony T. Yang, Eva Henje Blom, Rebecca A. Dumont Walter, Trevor Flynn, Duan Xu

Publikováno v: Brain connectivity. 9(2)

Graph theory analysis of structural brain networks derived from diffusion tensor imaging (DTI) has become a popular analytical method in neuroscience, enabling advanced investigations of neurological and psychiatric disorders. The purpose of this stu

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::96d933472d6c97c9ef8d61a30dc71817
https://pubmed.ncbi.nlm.nih.gov/30398373

High levels of mitochondrial DNA are associated with adolescent brain structural hypoconnectivity and increased anxiety but not depression

Autor: Kaja Z. LeWinn, Sarina P. Bhandari, Tony T. Yang, Matthew D. Sacchet, Owen M. Wolkowitz, Tiffany C. Ho, Duan Xu, Justin Yuan, Laura K.M. Han, Colm G. Connolly, Jue Lin, Daniel Lindqvist, Eva Henje Blom, Olga Tymofiyeva

Publikováno v: Tymofiyeva, O, Henje Blom, E, Ho, T C, Connolly, C G, Lindqvist, D, Wolkowitz, O M, Lin, J, LeWinn, K Z, Sacchet, M D, Han, L K M, Yuan, J P, Bhandari, S P, Xu, D & Yang, T T 2018, ' High levels of mitochondrial DNA are associated with adolescent brain structural hypoconnectivity and increased anxiety but not depression ', Journal of Affective Disorders, vol. 232, pp. 283-290 . https://doi.org/10.1016/j.jad.2018.02.024
Journal of Affective Disorders, 232, 283-290. Elsevier

Background: Adolescent anxiety and depression are highly prevalent psychiatric disorders that are associated with altered molecular and neurocircuit profiles. Recently, increased mitochondrial DNA copy number (mtDNA-cn) has been found to be associate

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::29ac506cb3189967432c36d6da8729bf
https://research.vumc.nl/en/publications/075c0626-79fb-4208-b694-bff95e9f476d

2.16 Increase of Self-Reported Adolescent Mental Health Problems During the Last Three Decades

Autor: Anne Hammarström, Eva Henje Blom, Ida Blomqvist, Bruno Hägglöf

Publikováno v: Journal of the American Academy of Child & Adolescent Psychiatry. 57:S163-S164

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::082867095c434b9c44aea50c653b886d
https://doi.org/10.1016/j.jaac.2018.09.104