Towards precise resting-state fMRI biomarkers in psychiatry: synthesizing developments in transdiagnostic research, dimensional models of psychopathology, and …

L Parkes, TD Satterthwaite, DS Bassett - Current Opinion in Neurobiology, 2020 - Elsevier
Highlights•Resting-state fMRI biomarkers in psychiatry often lack disorder specificity.•
Transdiagnostic study designs allow direct assessment of biomarker specificity.•p-factor …

Insights from personalized models of brain and behavior for identifying biomarkers in psychiatry

B Kraus, R Zinbarg, RM Braga, R Nusslock… - Neuroscience & …, 2023 - Elsevier
A main goal in translational neuroscience is to identify neural correlates of psychopathology
(“biomarkers”) that can be used to facilitate diagnosis, prognosis, and treatment. This goal …

Translational perspectives for computational neuroimaging

KE Stephan, S Iglesias, J Heinzle, AO Diaconescu - Neuron, 2015 - cell.com
Functional neuroimaging has made fundamental contributions to our understanding of brain
function. It remains challenging, however, to translate these advances into diagnostic tools …

Deriving reproducible biomarkers from multi-site resting-state data: An Autism-based example

A Abraham, MP Milham, A Di Martino, RC Craddock… - NeuroImage, 2017 - Elsevier
Abstract Resting-state functional Magnetic Resonance Imaging (R-fMRI) holds the promise
to reveal functional biomarkers of neuropsychiatric disorders. However, extracting such …

Clinical applications of the functional connectome

FX Castellanos, A Di Martino, RC Craddock, AD Mehta… - Neuroimage, 2013 - Elsevier
Central to the development of clinical applications of functional connectomics for neurology
and psychiatry is the discovery and validation of biomarkers. Resting state fMRI (R-fMRI) is …

Current challenges in translational and clinical fMRI and future directions

K Specht - Frontiers in psychiatry, 2020 - frontiersin.org
Translational neuroscience is an important field that brings together clinical praxis with
neuroscience methods. In this review article, the focus will be on functional neuroimaging …

Transdiagnostic connectome signatures from resting-state fMRI predict individual-level intellectual capacity

X Tong, H Xie, N Carlisle, GA Fonzo, DJ Oathes… - Translational …, 2022 - nature.com
Medication and other therapies for psychiatric disorders show unsatisfying efficacy, in part
due to the significant clinical/biological heterogeneity within each disorder and our over …

[HTML][HTML] Tapping into multi-faceted human behavior and psychopathology using fMRI brain dynamics

TAW Bolton, E Morgenroth, MG Preti… - Trends in …, 2020 - cell.com
Human behavior comprises many aspects that stand out by their dynamic nature. To quantify
its neural underpinnings, time-resolved fMRI methods have blossomed over the past …

Prediction of neurocognition in youth from resting state fMRI

C Sripada, S Rutherford, M Angstadt… - Molecular …, 2020 - nature.com
Difficulties with higher-order cognitive functions in youth are a potentially important
vulnerability factor for the emergence of problematic behaviors and a range of …

Benchmarking functional connectome-based predictive models for resting-state fMRI

K Dadi, M Rahim, A Abraham, D Chyzhyk, M Milham… - NeuroImage, 2019 - Elsevier
Functional connectomes reveal biomarkers of individual psychological or clinical traits.
However, there is great variability in the analytic pipelines typically used to derive them from …