Linking interindividual variability in brain structure to behaviour

S Genon, SB Eickhoff, S Kharabian - Nature Reviews Neuroscience, 2022 - nature.com
What are the brain structural correlates of interindividual differences in behaviour? More
than a decade ago, advances in structural MRI opened promising new avenues to address …

Advances in data preprocessing for biomedical data fusion: An overview of the methods, challenges, and prospects

S Wang, ME Celebi, YD Zhang, X Yu, S Lu, X Yao… - Information …, 2021 - Elsevier
Due to the proliferation of biomedical imaging modalities, such as Photoacoustic
Tomography, Computed Tomography (CT), Optical Microscopy and Tomography, etc …

Mapping neurotransmitter systems to the structural and functional organization of the human neocortex

JY Hansen, G Shafiei, RD Markello, K Smart… - Nature …, 2022 - nature.com
Neurotransmitter receptors support the propagation of signals in the human brain. How
receptor systems are situated within macro-scale neuroanatomy and how they shape …

Building better biomarkers: brain models in translational neuroimaging

CW Woo, LJ Chang, MA Lindquist, TD Wager - Nature neuroscience, 2017 - nature.com
Despite its great promise, neuroimaging has yet to substantially impact clinical practice and
public health. However, a developing synergy between emerging analysis techniques and …

Methodological research on partial least squares structural equation modeling (PLS-SEM) An analysis based on social network approaches

GF Khan, M Sarstedt, WL Shiau, JF Hair… - Internet …, 2019 - emerald.com
Purpose The purpose of this paper is to explore the knowledge infrastructure of
methodological research on partial least squares structural equation modeling (PLS-SEM) …

Dissecting diagnostic heterogeneity in depression by integrating neuroimaging and genetics

AM Buch, C Liston - Neuropsychopharmacology, 2021 - nature.com
Depression is a heterogeneous and etiologically complex psychiatric syndrome, not a
unitary disease entity, encompassing a broad spectrum of psychopathology arising from …

[图书][B] Fundamentals of brain network analysis

A Fornito, A Zalesky, E Bullmore - 2016 - books.google.com
Fundamentals of Brain Network Analysis is a comprehensive and accessible introduction to
methods for unraveling the extraordinary complexity of neuronal connectivity. From the …

A tutorial review: Metabolomics and partial least squares-discriminant analysis–a marriage of convenience or a shotgun wedding

PS Gromski, H Muhamadali, DI Ellis, Y Xu, E Correa… - Analytica chimica …, 2015 - Elsevier
The predominance of partial least squares-discriminant analysis (PLS-DA) used to analyze
metabolomics datasets (indeed, it is the most well-known tool to perform classification and …

Mapping gene transcription and neurocognition across human neocortex

JY Hansen, RD Markello, JW Vogel, J Seidlitz… - Nature Human …, 2021 - nature.com
Regulation of gene expression drives protein interactions that govern synaptic wiring and
neuronal activity. The resulting coordinated activity among neuronal populations supports …

Multimodal fusion of brain imaging data: a key to finding the missing link (s) in complex mental illness

VD Calhoun, J Sui - Biological psychiatry: cognitive neuroscience and …, 2016 - Elsevier
It is becoming increasingly clear that combining multimodal brain imaging data provides
more information for individual subjects by exploiting the rich multimodal information that …