Machine learning classification of first-episode psychosis using cortical thickness: a large multicenter magnetic resonance imaging study

被引:0
|
作者
Pigoni, A. [1 ]
Squarcina, L. [1 ]
Dwyer, D. [2 ]
Borgwardt, S. [3 ]
Crespo-Facorro, B. [4 ]
Dazzan, P. [5 ]
Smesny, S. [6 ]
Spaniel, F. [7 ]
Spalletta, G. [8 ]
Sanfelici, R. [2 ]
Antonucci, L. [9 ]
Reuf, A. [2 ]
Oeztuerk, O. [2 ]
Schmidt, A. [3 ]
Ciufolini, S. [5 ]
Harrisberger, F. [3 ]
Langbein, K. [6 ]
Gussew, A. [6 ]
Reichenbach, J. [10 ]
Zaytseva, Y. [7 ]
Piras, F. [8 ]
Bellani, M. [11 ]
Ruggeri, M. [11 ]
Lasalvia, A. [11 ]
Tordesillas-Gutierrez, D. [4 ]
Ortiz, V. [4 ]
Koutsouleris, N. [2 ]
Brambilla, P. [12 ]
机构
[1] Univ Milan, Neurosci & Mental Hlth, Milan, Italy
[2] Ludwig Maximillian Univ, Psichiat, Munich, Germany
[3] Univ Basel, Psychiat, Basel, Switzerland
[4] Univ Cantabria, IDIVAL, Psichiat, Santander, Spain
[5] Kings Coll London, Dept Psychosis Studies, London, England
[6] Jena Univ Hosp, Psychiat & Psychotherapy, Jena, Germany
[7] Natl Inst Mental Hlth, Appl Neurosci & Brain Imaging, Klecany, Czech Republic
[8] IRCCS Santa Lucia Fdn, Clin & Behav Neurol, Rome, Italy
[9] Univ Bari Aldo Moro, Educ Psychol Commun, Bari, Italy
[10] Jena Univ Hosp, Diagnost & Intervent Radiol, Jena, Germany
[11] Univ Verona, Neurosci Biomed & Movement Sci, Verona, Italy
[12] Fdn IRCCS Ca Granda Osped Maggiore Policlin, Neurosci & Mental Hlth, Milan, Italy
关键词
D O I
10.1016/j.euroneuro.2020.09.371
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
P.507
引用
收藏
页码:S285 / S286
页数:2
相关论文
共 50 条
  • [41] The entorhinal cortex in first-episode psychotic disorders: A structural magnetic resonance imaging study
    Prasad, KMR
    Patel, AR
    Muddasani, S
    Sweeney, J
    Keshavan, MS
    AMERICAN JOURNAL OF PSYCHIATRY, 2004, 161 (09): : 1612 - 1619
  • [42] Fusiform gyrus volume reduction in first-episode schizophrenia - A magnetic resonance imaging study
    Lee, CU
    Shenton, ME
    Salisbury, DF
    Kasai, K
    Onitsuka, T
    Dickey, CC
    Yurgelun-Todd, D
    Kikinis, R
    Jolesz, FA
    McCarley, RW
    ARCHIVES OF GENERAL PSYCHIATRY, 2002, 59 (09) : 775 - 781
  • [43] AMYGDALA VOLUME IN POOR OUTCOME FIRST-EPISODE SCHIZOPHRENIA: A MAGNETIC RESONANCE IMAGING STUDY
    Benoit, Audrey
    Bodnar, M.
    Czechowska, Y.
    Malla, A.
    Joober, R.
    Lepage, M.
    SCHIZOPHRENIA BULLETIN, 2009, 35 : 214 - 214
  • [44] No progression of the alterations in the cortical thickness of individuals with schizophrenia-spectrum disorder: a three-year longitudinal magnetic resonance imaging study of first-episode patients
    Roiz-Santianez, R.
    Ortiz-Garcia de la Foz, V.
    Ayesa-Arriola, R.
    Tordesillas-Gutierrez, D.
    Jorge, R.
    Varela-Gomez, N.
    Suarez-Pinilla, P.
    Cordova-Palomera, A.
    Navasa-Melado, J. M.
    Crespo-Facorro, B.
    PSYCHOLOGICAL MEDICINE, 2015, 45 (13) : 2861 - 2871
  • [45] Assessment of myelin integrity in first-episode psychosis using a 48-echo magnetic resonance sequence
    Lang, DJ
    Emmerton, HM
    MacEwan, GW
    Mackay, AL
    Laule, C
    Honer, WG
    SCHIZOPHRENIA BULLETIN, 2005, 31 (02) : 444 - 444
  • [46] Classification of First-Episode Schizophrenia Using Wavelet Imaging Features
    Marsalova, Katerina
    Schwarz, Daniel
    Provaznik, Ivo
    DIGITAL PERSONALIZED HEALTH AND MEDICINE, 2020, 270 : 1221 - 1222
  • [47] Divergent effects of first-generation and second-generation antipsychotics on cortical thickness in first-episode psychosis
    Ansell, B. R. E.
    Dwyer, D. B.
    Wood, S. J.
    Bora, E.
    Brewer, W. J.
    Proffitt, T. M.
    Velakoulis, D.
    McGorry, P. D.
    Pantelis, C.
    PSYCHOLOGICAL MEDICINE, 2015, 45 (03) : 515 - 527
  • [48] Magnetic Resonance Imaging Predictors of Treatment Response in First-Episode Schizophrenia
    Szeszko, Philip R.
    Narr, Katherine L.
    Phillips, Owen R.
    McCormack, Joanne
    Sevy, Serge
    Gunduz-Bruce, Handan
    Kane, John M.
    Bilder, Robert M.
    Robinson, Delbert G.
    SCHIZOPHRENIA BULLETIN, 2012, 38 (03) : 569 - 578
  • [49] Diffusion tensor magnetic resonance imaging tractography in first-episode schizophrenia
    Price, G
    Cercignani, M
    Parker, GJ
    Bagary, MS
    Barnes, TRE
    Barker, GJ
    Joyce, EM
    Ron, MA
    SCHIZOPHRENIA RESEARCH, 2006, 81 : 164 - 164
  • [50] Relationship Between Cortical Excitation and Inhibition and Task-Induced Activation and Deactivation: A Combined Magnetic Resonance Spectroscopy and Functional Magnetic Resonance Imaging Study at 7T in First-Episode Psychosis
    Overbeek, Gregory
    Gawne, Timothy J.
    Reid, Meredith A.
    Salibi, Nouha
    Kraguljac, Nina, V
    White, David M.
    Lahti, Adrienne C.
    BIOLOGICAL PSYCHIATRY-COGNITIVE NEUROSCIENCE AND NEUROIMAGING, 2019, 4 (02) : 121 - 130