Detection of mild cognitive impairment in Parkinson’s disease using gradient boosting decision tree models based on multilevel DTI indices

被引：0
|
作者：
Boyu Chen
Ming Xu
Hongmei Yu
Jiachuan He
Yingmei Li
Dandan Song
Guo Guang Fan
机构：
[1] The First Hospital of China Medical University,Department of Radiology
[2] Shenyang University of Technology,Department of Neurology
[3] The First Hospital of China Medical University,undefined
来源：
Journal of Translational Medicine | / 21卷
关键词：
Mild cognitive impairment; Parkinson’s disease; Magnetic resonance imaging; Diffusion tensor imaging; Machine learning;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [21] Validity of the Montreal Cognitive Assessment in the Detection of Mild Cognitive Impairment in Parkinson's Disease
    Bezdicek, O.
    Michalec, J.
    Nikolai, T.
    Stepankova, H.
    Panenkova, E.
    Harsa, P.
    Havrankova, P.
    Roth, J.
    Kopecek, M.
    Ruzicka, E.
    CESKA A SLOVENSKA NEUROLOGIE A NEUROCHIRURGIE, 2014, 77 (01) : 47 - 53
  • [22] Incidence of Mild Cognitive Impairment and Dementia in Parkinson's Disease: The Parkinson's Disease Cognitive Impairment Study
    Nicoletti, Alessandra
    Luca, Antonina
    Baschi, Roberta
    Cicero, Calogero Edoardo
    Mostile, Giovanni
    Davi, Marco
    Pilati, Laura
    Restivo, Vincenzo
    Zappia, Mario
    Monastero, Roberto
    FRONTIERS IN AGING NEUROSCIENCE, 2019, 11
  • [23] Structural connectivity from DTI to predict mild cognitive impairment in de novo Parkinson's disease
    Huang, Xiaofei
    He, Qing
    Ruan, Xiuhang
    Li, Yuting
    Kuang, Zhanyu
    Wang, Mengfan
    Guo, Riyu
    Bu, Shuwen
    Wang, Zhaoxiu
    Yu, Shaode
    Chen, Amei
    Wei, Xinhua
    NEUROIMAGE-CLINICAL, 2024, 41
  • [24] Mild cognitive impairment in Parkinson’s disease: the Parkinson’s disease cognitive study (PACOS)
    Roberto Monastero
    Calogero Edoardo Cicero
    Roberta Baschi
    Marco Davì
    Antonina Luca
    Vincenzo Restivo
    Chiara Zangara
    Brigida Fierro
    Mario Zappia
    Alessandra Nicoletti
    Journal of Neurology, 2018, 265 : 1050 - 1058
  • [25] Mild cognitive impairment in Parkinson's disease: the Parkinson's disease cognitive study (PACOS)
    Monastero, Roberto
    Cicero, Calogero Edoardo
    Baschi, Roberta
    Davi, Marco
    Luca, Antonina
    Restivo, Vincenzo
    Zangara, Chiara
    Fierro, Brigida
    Zappia, Mario
    Nicoletti, Alessandra
    JOURNAL OF NEUROLOGY, 2018, 265 (05) : 1050 - 1058
  • [26] Mild cognitive impairment and cognitive reserve in Parkinson's disease
    Poletti, Michele
    Emre, Murat
    Bonuccelli, Ubaldo
    PARKINSONISM & RELATED DISORDERS, 2011, 17 (08) : 579 - 586
  • [27] Neuropathology in Parkinson's disease with mild cognitive impairment
    Jellinger, Kurt A.
    ACTA NEUROPATHOLOGICA, 2010, 120 (06) : 829 - 830
  • [28] Mild cognitive impairment exists in Parkinson's disease
    Rektorova, Irena
    JOURNAL OF NEURAL TRANSMISSION, 2011, 118 (08) : 1179 - 1183
  • [29] Mild Cognitive Impairment in Parkinson’s Disease—What Is It?
    Rimona S. Weil
    Alyssa A. Costantini
    Anette E. Schrag
    Current Neurology and Neuroscience Reports, 2018, 18
  • [30] Neuropathology in Parkinson’s disease with mild cognitive impairment
    Kurt A. Jellinger
    Acta Neuropathologica, 2010, 120 : 829 - 830
12345