Neuroanatomical Heterogeneity of Schizophrenia Quantified via Semi-Supervised Machine Learning Reveals Two Distinct Subtypes: Results From the PHENOM Consortium

Ganesh B. Chand; Dominic B. Dwyer; Guray Erus; Aristeidis Sotiras; Erdem Varol; Dhivya Srinivasan; Ruben C. Gur; Raquel E. Gur; Paola Dazzan; Rene S. Kahn; Hugo G. Schnack; Marcus V. Zanetti; Geraldo F. Busatto; Benedicto Crespo Facorro; Christos Pantelis; Chuanjun Zhuo; Yong Fan; Theodore D. Satterthwaite; Daniel H. Wolf; Nikolaos Koutsouleris; Christos Davatzikos

Neuroanatomical Heterogeneity of Schizophrenia Quantified via Semi-Supervised Machine Learning Reveals Two Distinct Subtypes: Results From the PHENOM Consortium

Ganesh B. Chand, Dominic B. Dwyer, Guray Erus, Aristeidis Sotiras, Erdem Varol, Dhivya Srinivasan, Ruben C. Gur, Raquel E. Gur, Paola Dazzan, Rene S. Kahn, Hugo G. Schnack, Marcus V. Zanetti, Geraldo F. Busatto, Benedicto Crespo Facorro, Christos Pantelis, Chuanjun Zhuo, Yong Fan, Theodore D. Satterthwaite, Daniel H. Wolf, Nikolaos KoutsoulerisChristos Davatzikos

Research output: Contribution to journal › Meeting Abstract › peer-review

Original language	English
Pages (from-to)	S205-S206
Journal	Biological psychiatry
Volume	85
Issue number	10
Publication status	Published - 15 May 2019

Keywords

Structural MRI
Neuroanatomical Correlates
Machine Learning
Schizophrenia
Statistical Analysis

Cite this

Chand, G. B., Dwyer, D. B., Erus, G., Sotiras, A., Varol, E., Srinivasan, D., Gur, R. C., Gur, R. E., Dazzan, P., Kahn, R. S., Schnack, H. G., Zanetti, M. V., Busatto, G. F., Facorro, B. C., Pantelis, C., Zhuo, C., Fan, Y., Satterthwaite, T. D., Wolf, D. H., ... Davatzikos, C. (2019). Neuroanatomical Heterogeneity of Schizophrenia Quantified via Semi-Supervised Machine Learning Reveals Two Distinct Subtypes: Results From the PHENOM Consortium. Biological psychiatry, 85(10), S205-S206.

@article{10d5716c11fb4568a6d78b4faf8257d4,

title = "Neuroanatomical Heterogeneity of Schizophrenia Quantified via Semi-Supervised Machine Learning Reveals Two Distinct Subtypes: Results From the PHENOM Consortium",

keywords = "Structural MRI, Neuroanatomical Correlates, Machine Learning, Schizophrenia, Statistical Analysis",

author = "Chand, {Ganesh B.} and Dwyer, {Dominic B.} and Guray Erus and Aristeidis Sotiras and Erdem Varol and Dhivya Srinivasan and Gur, {Ruben C.} and Gur, {Raquel E.} and Paola Dazzan and Kahn, {Rene S.} and Schnack, {Hugo G.} and Zanetti, {Marcus V.} and Busatto, {Geraldo F.} and Facorro, {Benedicto Crespo} and Christos Pantelis and Chuanjun Zhuo and Yong Fan and Satterthwaite, {Theodore D.} and Wolf, {Daniel H.} and Nikolaos Koutsouleris and Christos Davatzikos",

year = "2019",

month = may,

day = "15",

language = "English",

volume = "85",

pages = "S205--S206",

journal = "Biological psychiatry",

issn = "0006-3223",

publisher = "Elsevier",

number = "10",

}

Chand, GB, Dwyer, DB, Erus, G, Sotiras, A, Varol, E, Srinivasan, D, Gur, RC, Gur, RE, Dazzan, P, Kahn, RS, Schnack, HG, Zanetti, MV, Busatto, GF, Facorro, BC, Pantelis, C, Zhuo, C, Fan, Y, Satterthwaite, TD, Wolf, DH, Koutsouleris, N & Davatzikos, C 2019, 'Neuroanatomical Heterogeneity of Schizophrenia Quantified via Semi-Supervised Machine Learning Reveals Two Distinct Subtypes: Results From the PHENOM Consortium', Biological psychiatry, vol. 85, no. 10, pp. S205-S206.

TY - JOUR

T1 - Neuroanatomical Heterogeneity of Schizophrenia Quantified via Semi-Supervised Machine Learning Reveals Two Distinct Subtypes: Results From the PHENOM Consortium

AU - Chand, Ganesh B.

AU - Dwyer, Dominic B.

AU - Erus, Guray

AU - Sotiras, Aristeidis

AU - Varol, Erdem

AU - Srinivasan, Dhivya

AU - Gur, Ruben C.

AU - Gur, Raquel E.

AU - Dazzan, Paola

AU - Kahn, Rene S.

AU - Schnack, Hugo G.

AU - Zanetti, Marcus V.

AU - Busatto, Geraldo F.

AU - Facorro, Benedicto Crespo

AU - Pantelis, Christos

AU - Zhuo, Chuanjun

AU - Fan, Yong

AU - Satterthwaite, Theodore D.

AU - Wolf, Daniel H.

AU - Koutsouleris, Nikolaos

AU - Davatzikos, Christos

PY - 2019/5/15

Y1 - 2019/5/15

KW - Structural MRI

KW - Neuroanatomical Correlates

KW - Machine Learning

KW - Schizophrenia

KW - Statistical Analysis

M3 - Meeting Abstract

SN - 0006-3223

VL - 85

SP - S205-S206

JO - Biological psychiatry

JF - Biological psychiatry

IS - 10

ER -