Ensemble classification of heterogeneous biomarkers in the diagnosis of Parkinsonism

被引:0
作者
Castillo-Barnes, D. [1 ]
Ramirez, J. [1 ]
Martinez-Murcia, F. J. [1 ]
Segovia, E. [1 ]
Salas-Gonzalez, D. [1 ]
Gorriz, J. M. [1 ]
机构
[1] Univ Granada, Dept Signal Theory Networking & Commun, C Periodista Daniel Saucedo Aranda S-N, Granada 18071, Spain
来源
2018 IEEE NUCLEAR SCIENCE SYMPOSIUM AND MEDICAL IMAGING CONFERENCE PROCEEDINGS (NSS/MIC) | 2018年
关键词
DISEASE;
D O I
暂无
中图分类号
TH7 [仪器、仪表];
学科分类号
0804 ; 080401 ; 081102 ;
摘要
引用
收藏
页数:3
相关论文
共 16 条
  • [1] Discriminative analysis of early Alzheimer's disease using multi-modal imaging and multi-level characterization with multi-classifier (M3)
    Dai, Zhengjia
    Yan, Chaogan
    Wang, Zhiqun
    Wang, Jinhui
    Xia, Mingrui
    Li, Kuncheng
    He, Yong
    [J]. NEUROIMAGE, 2012, 59 (03) : 2187 - 2195
  • [2] Morphological alterations in the caudate, putamen, pallidum, and thalamus in Parkinson's disease
    Garg, Amanmeet
    Appel-Cresswell, Silke
    Popuri, Karteek
    McKeown, Martin J.
    Beg, Mirza Faisal
    [J]. FRONTIERS IN NEUROSCIENCE, 2015, 9
  • [3] Automatic assistance to Parkinson's disease diagnosis in DaTSCAN SPECT imaging
    Illan, I. A.
    Gorriz, J. M.
    Ramirez, J.
    Segovia, F.
    Jimenez-Hoyuela, J. M.
    Ortega Lozano, S. J.
    [J]. MEDICAL PHYSICS, 2012, 39 (10) : 5971 - 5980
  • [4] Disease duration and the integrity of the nigrostriatal system in Parkinson's disease
    Kordower, Jeffrey H.
    Olanow, C. Warren
    Dodiya, Hemraj B.
    Chu, Yaping
    Beach, Thomas G.
    Adler, Charles H.
    Halliday, Glenda M.
    Bartus, Raymond T.
    [J]. BRAIN, 2013, 136 : 2419 - 2431
  • [5] Li Y., 2017, J MED IMAGING HLTH I, V7
  • [6] [123I]β-CIT SPECT imaging assessment of the rate of Parkinson's disease progression
    Marek, K
    Innis, R
    van Dyck, C
    Fussell, B
    Early, M
    Eberly, S
    Oakes, D
    Seibyl, J
    [J]. NEUROLOGY, 2001, 57 (11) : 2089 - 2094
  • [7] Meireles Joana, 2012, Front Neurol, V3, P88, DOI 10.3389/fneur.2012.00088
  • [8] Ensemble of random forests One vs. Rest classifiers for MCI and AD prediction using ANOVA cortical and subcortical feature selection and partial least squares
    Ramirez, J.
    Gorriz, J. M.
    Ortiz, A.
    Martinez-Murcia, F. J.
    Segovia, F.
    Salas-Gonzalez, D.
    Castillo-Barnes, D.
    Illan, I. A.
    Puntonet, C. G.
    [J]. JOURNAL OF NEUROSCIENCE METHODS, 2018, 302 : 47 - 57
  • [9] Rokach L., 2010, SERIES MACHINE PERCE, V75, P65
  • [10] Imaging biomarkers in Parkinson's disease and Parkinsonian syndromes: current and emerging concepts
    Saeed, Usman
    Compagnone, Jordana
    Aviv, Richard I.
    Strafella, Antonio P.
    Black, Sandra E.
    Lang, Anthony E.
    Masellis, Mario
    [J]. TRANSLATIONAL NEURODEGENERATION, 2017, 6