Advances in multimodal data fusion in neuroimaging: overview, challenges, and novel orientation

YD Zhang, Z Dong, SH Wang, X Yu, X Yao, Q Zhou… - Information …, 2020 - Elsevier
Multimodal fusion in neuroimaging combines data from multiple imaging modalities to
overcome the fundamental limitations of individual modalities. Neuroimaging fusion can …

Imaging suicidal thoughts and behaviors: a comprehensive review of 2 decades of neuroimaging studies

L Schmaal, AL van Harmelen, V Chatzi… - Molecular …, 2020 - nature.com
Identifying brain alterations that contribute to suicidal thoughts and behaviors (STBs) are
important to develop more targeted and effective strategies to prevent suicide. In the last …

[HTML][HTML] Harmonization of large MRI datasets for the analysis of brain imaging patterns throughout the lifespan

R Pomponio, G Erus, M Habes, J Doshi, D Srinivasan… - NeuroImage, 2020 - Elsevier
As medical imaging enters its information era and presents rapidly increasing needs for big
data analytics, robust pooling and harmonization of imaging data across diverse cohorts …

New insights from the last decade of research in psychiatric genetics: discoveries, challenges and clinical implications

OA Andreassen, GFL Hindley, O Frei… - World …, 2023 - Wiley Online Library
Psychiatric genetics has made substantial progress in the last decade, providing new
insights into the genetic etiology of psychiatric disorders, and paving the way for precision …

Widespread white matter microstructural differences in schizophrenia across 4322 individuals: results from the ENIGMA Schizophrenia DTI Working Group

S Kelly, N Jahanshad, A Zalesky, P Kochunov… - Molecular …, 2018 - nature.com
The regional distribution of white matter (WM) abnormalities in schizophrenia remains poorly
understood, and reported disease effects on the brain vary widely between studies. In an …

Subcortical brain volume differences in participants with attention deficit hyperactivity disorder in children and adults: a cross-sectional mega-analysis

M Hoogman, J Bralten, DP Hibar, M Mennes… - The Lancet …, 2017 - thelancet.com
Background Neuroimaging studies have shown structural alterations in several brain
regions in children and adults with attention deficit hyperactivity disorder (ADHD). Through …

ENIGMA and global neuroscience: A decade of large-scale studies of the brain in health and disease across more than 40 countries

PM Thompson, N Jahanshad, CRK Ching… - Translational …, 2020 - nature.com
This review summarizes the last decade of work by the ENIGMA (E nhancing N euro I
maging G enetics through M eta A nalysis) Consortium, a global alliance of over 1400 …

Mapping the heterogeneous phenotype of schizophrenia and bipolar disorder using normative models

T Wolfers, NT Doan, T Kaufmann, D Alnæs… - JAMA …, 2018 - jamanetwork.com
Importance Schizophrenia and bipolar disorder are severe and complex brain disorders
characterized by substantial clinical and biological heterogeneity. However, case-control …

Structural brain abnormalities in the common epilepsies assessed in a worldwide ENIGMA study

CD Whelan, A Altmann, JA Botía, N Jahanshad… - Brain, 2018 - academic.oup.com
Progressive functional decline in the epilepsies is largely unexplained. We formed the
ENIGMA-Epilepsy consortium to understand factors that influence brain measures in …

Cortical and subcortical brain morphometry differences between patients with autism spectrum disorder and healthy individuals across the lifespan: results from the …

D Van Rooij, E Anagnostou, C Arango… - American Journal of …, 2018 - Am Psychiatric Assoc
Objective: Neuroimaging studies show structural differences in both cortical and subcortical
brain regions in children and adults with autism spectrum disorder (ASD) compared with …