Support vector machine‐based multivariate pattern classification of methamphetamine dependence using arterial spin labeling-Reference-Cited by-同舟云学术

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Support vector machine‐based multivariate pattern classification of methamphetamine dependence using arterial spin labeling

Published:2019-01-09 Issue:6 Volume:24 Page:1254-1262
ISSN:1355-6215
Container-title:Addiction Biology
language:en
Short-container-title:Addiction Biology

Author:

Li Yadi¹^ORCID,Cui Zaixu²,Liao Qi³,Dong Haibo¹,Zhang Jianbing⁴,Shen Wenwen⁴,Zhou Wenhua⁴

Affiliation:

1. Department of Radiology, Ningbo Medical Center Lihuili HospitalNingbo University Ningbo China

2. Department of Psychiatry, Perelman School of MedicineUniversity of Pennsylvania Philadelphia Pennsylvania USA

3. Department of Preventative Medicine, Zhejiang Provincial Key Laboratory of PathophysiologyMedical School of Ningbo University Ningbo China

4. Laboratory of Behavioral Neuroscience, Ningbo Addiction Research and Treatment Center Ningbo China

Funder

National Natural Science Foundation of China

Natural Science Foundation of Ningbo

Publisher

Wiley

Subject

Psychiatry and Mental health,Pharmacology,Medicine (miscellaneous)

Link

https://onlinelibrary.wiley.com/doi/pdf/10.1111/adb.12705

Reference48 articles.

1. Low Level of Brain Dopamine D2Receptors in Methamphetamine Abusers: Association With Metabolism in the Orbitofrontal Cortex

2. Methamphetamine causes sustained depression in cerebral blood flow

3. Abnormal cerebral perfusion in chronic methamphetamine abusers: A study using 99mTC-HMPAO and spect

4. Decreased cerebral blood flow of the right anterior cingulate cortex in long-term and short-term abstinent methamphetamine users☆

5. Perfusion MRI and computerized cognitive test abnormalities in abstinent methamphetamine users

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1. Cerebral blood flow in the paracentral lobule is associated with poor subjective sleep quality among patients with a history of methadone maintenance treatment;Frontiers in Neurology;2024-08-08

2. An electroencephalographic signature predicts craving for methamphetamine;Cell Reports Medicine;2024-01

3. Sampling inequalities affect generalization of neuroimaging-based diagnostic classifiers in psychiatry;BMC Medicine;2023-07-03

4. Aberrant topology of white matter networks in patients with methamphetamine dependence and its application in support vector machine-based classification;Scientific Reports;2023-04-28

5. Evaluation of Risk of Bias in Neuroimaging-Based Artificial Intelligence Models for Psychiatric Diagnosis;JAMA Network Open;2023-03-06

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