Transcranial electrical and magnetic stimulation (tES and TMS) for addiction medicine: a consensus paper on the present state of the science and the road ahead

H Ekhtiari, H Tavakoli, G Addolorato, C Baeken… - Neuroscience & …, 2019 - Elsevier
There is growing interest in non-invasive brain stimulation (NIBS) as a novel treatment
option for substance-use disorders (SUDs). Recent momentum stems from a foundation of …

Towards a brain‐based predictome of mental illness

B Rashid, V Calhoun - Human brain mapping, 2020 - Wiley Online Library
Neuroimaging‐based approaches have been extensively applied to study mental illness in
recent years and have deepened our understanding of both cognitively healthy and …

A neuromarker for drug and food craving distinguishes drug users from non-users

L Koban, TD Wager, H Kober - Nature neuroscience, 2023 - nature.com
Craving is a core feature of substance use disorders. It is a strong predictor of substance use
and relapse and is linked to overeating, gambling, and other maladaptive behaviors …

Machine learning with neuroimaging: evaluating its applications in psychiatry

AN Nielsen, DM Barch, SE Petersen… - Biological Psychiatry …, 2020 - Elsevier
Psychiatric disorders are complex, involving heterogeneous symptomatology and
neurobiology that rarely involves the disruption of single, isolated brain structures. In an …

Neuroprediction and ai in forensic psychiatry and criminal justice: A neurolaw perspective

L Tortora, G Meynen, J Bijlsma, E Tronci… - Frontiers in …, 2020 - frontiersin.org
Advances in the use of neuroimaging in combination with AI, and specifically the use of
machine learning techniques, have led to the development of brain-reading technologies …

Toward addiction prediction: an overview of cross-validated predictive modeling findings and considerations for future neuroimaging research

SW Yip, B Kiluk, D Scheinost - Biological Psychiatry: Cognitive …, 2020 - Elsevier
Substance use is a leading cause of disability and death worldwide. Despite the existence of
evidence-based treatments, clinical outcomes are highly variable across individuals, and …

[HTML][HTML] Resting state connectivity best predicts alcohol use severity in moderate to heavy alcohol users

SJ Fede, EN Grodin, SF Dean, N Diazgranados… - Neuroimage …, 2019 - Elsevier
Abstract Background In the United States, 13% of adults are estimated to have alcohol use
disorder (AUD). Most studies examining the neurobiology of AUD treat individuals with this …

Accelerated intermittent theta-burst stimulation as a treatment for cocaine use disorder: a proof-of-concept study

VR Steele, AM Maxwell, TJ Ross, EA Stein… - Frontiers in …, 2019 - frontiersin.org
There are no effective treatments for cocaine use disorder (CUD), a chronic, relapsing brain
disease characterized by dysregulated circuits related to cue reactivity, reward processing …

Alterations in resting-state functional connectivity in substance use disorders and treatment implications

CE Wilcox, CC Abbott, VD Calhoun - Progress in Neuro …, 2019 - Elsevier
Substance use disorders (SUD) are diseases of the brain, characterized by aberrant
functioning in the neural circuitry of the brain. Resting state functional connectivity (rsFC) can …

Treating cocaine and opioid use disorder with transcranial magnetic stimulation: a path forward

VR Steele, AM Maxwell - Pharmacology Biochemistry and Behavior, 2021 - Elsevier
Developing new, effective treatments for substance use disorders (SUDs), especially
cocaine and opioid use disorders (CUD and OUD), are of immense importance. These are …