Machine learning with neuroimaging biomarkers: Application in the diagnosis and prediction of drug addiction

L Yang, Y Du, W Yang, J Liu - Addiction Biology, 2023 - Wiley Online Library
Drug abuse is a serious problem worldwide. Owing to intermittent intake of certain
substances and the early inconspicuous clinical symptoms, this brings huge challenges for …

Comparison of frontostriatal circuits in adolescent nicotine addiction and internet gaming disorder

KM von Deneen, H Hussain, J Waheed… - Journal of behavioral …, 2022 - akjournals.com
Background Recently, there has been significantly increased participation in online gaming
and other addictive behaviors particularly in adolescents. Tendencies to avoid social …

Meso-cortical pathway damage in cognition, apathy and gait in cerebral small vessel disease

H Li, MA Jacob, M Cai, RPC Kessels, DG Norris… - Brain, 2024 - academic.oup.com
Cerebral small vessel disease (SVD) is known to contribute to cognitive impairment, apathy
and gait dysfunction. Although associations between cognitive impairment and either apathy …

[HTML][HTML] Brain responses to drug cues predict craving changes in abstinent heroin users: A preliminary study

S Liu, S Wang, M Zhang, Y Xu, Z Shao, L Chen… - Neuroimage, 2021 - Elsevier
Background Loss of control over drug intake occurring in drug addiction is believed to result
from disruption of reward circuits, including reduced responsiveness to natural rewards (eg …

[HTML][HTML] Investigation of white matter functional networks in young smokers

J Wang, T Xue, D Song, F Dong, Y Cheng, J Wang… - NeuroImage, 2024 - Elsevier
Aims This study investigated the changes in the organizational and intrinsical activities of the
white matter functional networks (WMFNs) in young smokers using resting-state functional …

Potential brain recovery of frontostriatal circuits in heroin users after prolonged abstinence: A preliminary study

L Lu, W Yang, X Zhang, F Tang, Y Du, L Fan… - Journal of Psychiatric …, 2022 - Elsevier
Neuroscientists have devoted efforts to explore potential brain recovery after prolonged
abstinence in heroin users (HU). However, not much is known about whether frontostriatal …

Estimating addiction-related brain connectivity by prior-embedding graph generative adversarial networks

C **g, Y Shen, S Zhao, Y Pan… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
The study of nicotine addiction mechanism is of great significance in both nicotine
withdrawal and brain science. The detection of addiction-related brain connectivity using …

Reduced thalamic resting‐state functional connectivity and impaired cognition in acute abstinent heroin users

M Zhang, S Liu, S Wang, Y Xu, L Chen… - Human brain …, 2021 - Wiley Online Library
As a critical component of cortico‐striato‐thalamo‐cortical loop in addiction, our
understanding of the thalamus in impaired cognition of heroin users (HU) has been limited …

Brain recovery of the NAc fibers and prediction of craving changes in person with heroin addiction: A longitudinal study

L Lu, W Yang, D Zhao, X Wen, J Liu, J Liu… - Drug and Alcohol …, 2023 - Elsevier
Background Progress have been made in brain function recovery after long-term abstinence
in person with heroin addiction (PHA). However, less is known about whether the nucleus …

[HTML][HTML] Dysfunction of the NAc-mPFC circuit in insomnia disorder

Z Shao, Y Xu, L Chen, S Wang, M Zhang, S Liu… - NeuroImage: Clinical, 2020 - Elsevier
Background Insomnia disorder (ID) is a prevalent sleep disorder, which seriously affects
people's daily life and was found to be associated with increased frequency of sleep stage …