Using support vector machine to identify imaging biomarkers of neurological and psychiatric disease: a critical review
G Orru, W Pettersson-Yeo, AF Marquand… - Neuroscience & …, 2012 - Elsevier
Standard univariate analysis of neuroimaging data has revealed a host of neuroanatomical
and functional differences between healthy individuals and patients suffering a wide range …
and functional differences between healthy individuals and patients suffering a wide range …
Inhibitory control in obesity and binge eating disorder: A systematic review and meta-analysis of neurocognitive and neuroimaging studies
The ability to exercise appropriate inhibitory control is critical in the regulation of body
weight, but the exact mechanisms are not known. In this systematic review, we identified 37 …
weight, but the exact mechanisms are not known. In this systematic review, we identified 37 …
Limbic scars: long-term consequences of childhood maltreatment revealed by functional and structural magnetic resonance imaging
U Dannlowski, A Stuhrmann, V Beutelmann… - Biological …, 2012 - Elsevier
BACKGROUND: Childhood maltreatment represents a strong risk factor for the development
of depression and posttraumatic stress disorder (PTSD) in later life. In the present study, we …
of depression and posttraumatic stress disorder (PTSD) in later life. In the present study, we …
Cross-disorder analysis of brain structural abnormalities in six major psychiatric disorders: a secondary analysis of mega-and meta-analytical findings from the …
N Opel, J Goltermann, M Hermesdorf, K Berger… - Biological …, 2020 - Elsevier
Background Neuroimaging studies have consistently reported similar brain structural
abnormalities across different psychiatric disorders. Yet, the extent and regional distribution …
abnormalities across different psychiatric disorders. Yet, the extent and regional distribution …
[HTML][HTML] ENIGMA MDD: seven years of global neuroimaging studies of major depression through worldwide data sharing
A key objective in the field of translational psychiatry over the past few decades has been to
identify the brain correlates of major depressive disorder (MDD). Identifying measurable …
identify the brain correlates of major depressive disorder (MDD). Identifying measurable …
[HTML][HTML] Meta-analysis of cortical thickness abnormalities in medication-free patients with major depressive disorder
Alterations in cortical thickness have been identified in major depressive disorder (MDD),
but findings have been variable and inconsistent. To date, no reliable tools have been …
but findings have been variable and inconsistent. To date, no reliable tools have been …
Prediction of individual response to electroconvulsive therapy via machine learning on structural magnetic resonance imaging data
R Redlich, N Opel, D Grotegerd, K Dohm… - JAMA …, 2016 - jamanetwork.com
Importance Electroconvulsive therapy (ECT) is one of the most effective treatments for
severe depression. However, biomarkers that accurately predict a response to ECT remain …
severe depression. However, biomarkers that accurately predict a response to ECT remain …
Voxel-based meta-analytical evidence of structural disconnectivity in major depression and bipolar disorder
Background Identification of white matter microstructure differences and similarities between
major depression and bipolar disorder is a necessary step to better understand the …
major depression and bipolar disorder is a necessary step to better understand the …
[HTML][HTML] Widespread reductions in gray matter volume in depression
SM Grieve, MS Korgaonkar, SH Koslow, E Gordon… - NeuroImage: Clinical, 2013 - Elsevier
Abnormalities in functional limbic–anterior cingulate–prefrontal circuits associated with
emotional reactivity, evaluation and regulation have been implicated in the pathophysiology …
emotional reactivity, evaluation and regulation have been implicated in the pathophysiology …
Brain morphometric biomarkers distinguishing unipolar and bipolar depression: a voxel-based morphometry–pattern classification approach
R Redlich, JR Almeida, D Grotegerd, N Opel… - JAMA …, 2014 - jamanetwork.com
Importance The structural abnormalities in the brain that accurately differentiate unipolar
depression (UD) and bipolar depression (BD) remain unidentified. Objectives First, to …
depression (UD) and bipolar depression (BD) remain unidentified. Objectives First, to …