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Research ArticleBrain
Open Access

Identification of Minimal Hepatic Encephalopathy in Patients with Cirrhosis Based on White Matter Imaging and Bayesian Data Mining

H.-J. Chen, R. Chen, M. Yang, G.-J. Teng and E.H. Herskovits
American Journal of Neuroradiology March 2015, 36 (3) 481-487; DOI: https://doi.org/10.3174/ajnr.A4146
H.-J. Chen
aFrom the Jiangsu Key Laboratory of Molecular and Functional Imaging (H.-J.C., M.Y., G.-J.T.), Department of Radiology, Zhongda Hospital, Medical School, Southeast University, Nanjing, China
cDepartment of Radiology (H.-J.C.), The First Affiliated Hospital of Nanjing Medical University, Nanjing, China.
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R. Chen
bDepartment of Diagnostic Radiology and Nuclear Medicine (R.C., E.H.H.), University of Maryland School of Medicine, Baltimore, Maryland
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M. Yang
aFrom the Jiangsu Key Laboratory of Molecular and Functional Imaging (H.-J.C., M.Y., G.-J.T.), Department of Radiology, Zhongda Hospital, Medical School, Southeast University, Nanjing, China
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G.-J. Teng
aFrom the Jiangsu Key Laboratory of Molecular and Functional Imaging (H.-J.C., M.Y., G.-J.T.), Department of Radiology, Zhongda Hospital, Medical School, Southeast University, Nanjing, China
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E.H. Herskovits
bDepartment of Diagnostic Radiology and Nuclear Medicine (R.C., E.H.H.), University of Maryland School of Medicine, Baltimore, Maryland
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Article Information

vol. 36 no. 3 481-487
DOI 
https://doi.org/10.3174/ajnr.A4146
PubMed 
25500314

Published By 
American Journal of Neuroradiology
Print ISSN 
0195-6108
Online ISSN 
1936-959X
History 
  • Received April 29, 2014
  • Accepted after revision September 5, 2014
  • Published online March 12, 2015.

Copyright & Usage 
© 2015 by American Journal of Neuroradiology Indicates open access to non-subscribers at www.ajnr.org

Author Information

  1. H.-J. Chena,c,
  2. R. Chenb,
  3. M. Yanga,
  4. G.-J. Tenga and
  5. E.H. Herskovitsb
  1. aFrom the Jiangsu Key Laboratory of Molecular and Functional Imaging (H.-J.C., M.Y., G.-J.T.), Department of Radiology, Zhongda Hospital, Medical School, Southeast University, Nanjing, China
  2. bDepartment of Diagnostic Radiology and Nuclear Medicine (R.C., E.H.H.), University of Maryland School of Medicine, Baltimore, Maryland
  3. cDepartment of Radiology (H.-J.C.), The First Affiliated Hospital of Nanjing Medical University, Nanjing, China.
  1. Please address correspondence to Edward H. Herskovits, MD, PhD, Department of Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, Baltimore, Maryland 21201; e-mail: ehh{at}ieee.org; or Gao-Jun Teng, MD, Jiangsu Key Laboratory of Molecular and Functional Imaging, Department of Radiology, Zhongda Hospital, Medical School, Southeast University, Nanjing 210009, China; e-mail: gjteng{at}vip.sina.com
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Cite this article
H.-J. Chen, R. Chen, M. Yang, G.-J. Teng, E.H. Herskovits
Identification of Minimal Hepatic Encephalopathy in Patients with Cirrhosis Based on White Matter Imaging and Bayesian Data Mining
American Journal of Neuroradiology Mar 2015, 36 (3) 481-487; DOI: 10.3174/ajnr.A4146

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Identification of Minimal Hepatic Encephalopathy in Patients with Cirrhosis Based on White Matter Imaging and Bayesian Data Mining
H.-J. Chen, R. Chen, M. Yang, G.-J. Teng, E.H. Herskovits
American Journal of Neuroradiology Mar 2015, 36 (3) 481-487; DOI: 10.3174/ajnr.A4146
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This article has been cited by the following articles in journals that are participating in Crossref Cited-by Linking.

  • Hepatic Encephalopathy: Definition, Clinical Grading and Diagnostic Principles
    Karin Weissenborn
    Drugs 2019 79 S1
  • Minimal hepatic encephalopathy: A review
    Raffaele Nardone, Alexandra C. Taylor, Yvonne Höller, Francesco Brigo, Piergiorgio Lochner, Eugen Trinka
    Neuroscience Research 2016 111
  • The Link between Gut Microbiota and Hepatic Encephalopathy
    Sung-Min Won, Ki Kwang Oh, Haripriya Gupta, Raja Ganesan, Satya Priya Sharma, Jin-Ju Jeong, Sang Jun Yoon, Min Kyo Jeong, Byeong Hyun Min, Ji Ye Hyun, Hee Jin Park, Jung A. Eom, Su Been Lee, Min Gi Cha, Goo Hyun Kwon, Mi Ran Choi, Dong Joon Kim, Ki Tae Suk
    International Journal of Molecular Sciences 2022 23 16
  • Brain Microstructural Abnormalities in Patients With Cirrhosis Without Overt Hepatic Encephalopathy: A Voxel-Based Diffusion Kurtosis Imaging Study
    Hua-Jun Chen, Peng-Fei Liu, Qiu-Feng Chen, Hai-Bin Shi
    American Journal of Roentgenology 2017 209 5
  • Cerebral water content mapping in cirrhosis patients with and without manifest HE
    Michael Winterdahl, Zaheer Abbas, Ove Noer, Karen Louise Thomsen, Vincent Gras, Adjmal Nahimi, Hendrik Vilstrup, Nadim Joni Shah, Gitte Dam
    Metabolic Brain Disease 2019 34 4
  • Identifying minimal hepatic encephalopathy in cirrhotic patients by measuring spontaneous brain activity
    Hua-Jun Chen, Ling Zhang, Long-Feng Jiang, Qiu-Feng Chen, Jun Li, Hai-Bin Shi
    Metabolic Brain Disease 2016 31 4
  • Microstructural brain abnormalities correlate with neurocognitive dysfunction in minimal hepatic encephalopathy: a diffusion kurtosis imaging study
    Jing-Li Li, Heng Jiang, Xiao-Dong Zhang, Li-Xiang Huang, Shuang-Shuang Xie, Li Zhang, Yue Cheng, Wen Shen
    Neuroradiology 2019 61 6
  • Multimodal MR imaging in hepatic encephalopathy: state of the art
    Xiao Dong Zhang, Long Jiang Zhang
    Metabolic Brain Disease 2018 33 3
  • Aberrant inter-hemispheric coordination characterizes the progression of minimal hepatic encephalopathy in patients with HBV-related cirrhosis
    Min Ye, Zheng Guo, Zhipeng Li, Xiaoshan Lin, Jing Li, Guihua Jiang, Yun Teng, Yingwei Qiu, Lujun Han, Xiaofei Lv
    NeuroImage: Clinical 2020 25
  • Machine Learning Classification of Cirrhotic Patients with and without Minimal Hepatic Encephalopathy Based on Regional Homogeneity of Intrinsic Brain Activity
    Qiu-Feng Chen, Hua-Jun Chen, Jun Liu, Tao Sun, Qun-Tai Shen, Han-Chieh Lin
    PLOS ONE 2016 11 3

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