A novel data driven machine learning approach to identify painful diabetic neuropathy subtypes from resting-state functional magnetic resonance brain imaging

被引：0
|
作者：
Teh, K. [1 ]
McAllister, J. [2 ]
Anandhanarayanan, A. [2 ]
Sloan, G. [2 ]
Tesfaye, S. [3 ]
Selvarajah, D. [2 ]
机构：
[1] Univ Sheffield, Dept Infect Immun & Cardiovasc Dis, Sheffield, England
[2] Univ Sheffield, Dept Oncol & Metab, Sheffield, England
[3] Sheffield Teaching Hosp NHS Fdn Trust, Diabet Res Dept, Sheffield, England
来源：
DIABETIC MEDICINE | 2023年 / 40卷
关键词：
D O I：
暂无
中图分类号：
R5 [内科学];
学科分类号：
1002 ; 100201 ;
摘要：
P79
引用
收藏
页数：1
相关论文
共 50 条
  • [21] REST: A Toolkit for Resting-State Functional Magnetic Resonance Imaging Data Processing
    Song, Xiao-Wei
    Dong, Zhang-Ye
    Long, Xiang-Yu
    Li, Su-Fang
    Zuo, Xi-Nian
    Zhu, Chao-Zhe
    He, Yong
    Yan, Chao-Gan
    Zang, Yu-Feng
    PLOS ONE, 2011, 6 (09):
  • [22] Better target engagement of opioid receptor systems in responders to neuropathic pain treatment: A resting-state functional magnetic resonance imaging study in painful diabetic neuropathy
    Teh, K.
    Mcallister, J.
    Fan, J.
    Anandhanarayanan, A.
    Sloan, G.
    Tesfaye, S.
    Selvarajah, D.
    DIABETIC MEDICINE, 2022, 39
  • [23] The development of brain functional connectivity networks revealed by resting-state functional magnetic resonance imaging
    Li, Chao-Lin
    Deng, Yan-Jun
    He, Yu-Hui
    Zhai, Hong-Chang
    Jia, Fu-Cang
    NEURAL REGENERATION RESEARCH, 2019, 14 (08) : 1419 - 1429
  • [24] Dynamic functional connectivity of the migraine brain: a resting-state functional magnetic resonance imaging study
    Lee, Mi Ji
    Park, Bo-Yong
    Cho, Soohyun
    Park, Hyunjin
    Kim, Sung-Tae
    Chung, Chin-Sang
    PAIN, 2019, 160 (12) : 2776 - 2786
  • [25] The development of brain functional connectivity networks revealed by resting-state functional magnetic resonance imaging
    Chao-Lin Li
    Yan-Jun Deng
    Yu-Hui He
    Hong-Chang Zhai
    Fu-Cang Jia
    NeuralRegenerationResearch, 2019, 14 (08) : 1419 - 1429
  • [26] Causal Forest Machine Learning Analysis of Parkinson's Disease in Resting-State Functional Magnetic Resonance Imaging
    Solana-Lavalle, Gabriel
    Cusimano, Michael D.
    Steeves, Thomas
    Rosas-Romero, Roberto
    Tyrrell, Pascal N.
    TOMOGRAPHY, 2024, 10 (06) : 894 - 911
  • [27] Graph theoretical analysis and independent component analysis of diabetic optic neuropathy: A resting-state functional magnetic resonance imaging study
    Wei, Qian
    Lin, Si-Min
    Xu, San-Hua
    Zou, Jie
    Chen, Jun
    Kang, Min
    Hu, Jin-Yu
    Liao, Xu-Lin
    Wei, Hong
    Ling, Qian
    Shao, Yi
    Yu, Yao
    CNS NEUROSCIENCE & THERAPEUTICS, 2024, 30 (03)
  • [28] Cluster headache: insights from resting-state functional magnetic resonance imaging
    Ferraro, Stefania
    Nigri, Anna
    Bruzzone, Maria Grazia
    Demichelis, Greta
    Pinardi, Chiara
    Brivio, Luca
    Giani, Luca
    Proietti, Alberto
    Leone, Massimo
    Chiapparini, Luisa
    NEUROLOGICAL SCIENCES, 2019, 40 (Suppl 1) : S45 - S47
  • [29] Cluster headache: insights from resting-state functional magnetic resonance imaging
    Stefania Ferraro
    Anna Nigri
    Maria Grazia Bruzzone
    Greta Demichelis
    Chiara Pinardi
    Luca Brivio
    Luca Giani
    Alberto Proietti
    Massimo Leone
    Luisa Chiapparini
    Neurological Sciences, 2019, 40 : 45 - 47
  • [30] Altered Resting State Functional Activity of Brain Regions in Neovascular Glaucoma: A Resting-State Functional Magnetic Resonance Imaging Study
    Yu, Chao
    Li, Chu-Qi
    Ge, Qian-Min
    Shu, Hui-Ye
    Liao, Xu-Lin
    Pan, Yi-Cong
    Wu, Jie-Li
    Su, Ting
    Zhang, Li-Juan
    Liang, Rong-Bin
    Shao, Yi
    Zeng, Er-Ming
    FRONTIERS IN NEUROSCIENCE, 2021, 15
12345