Classification of First-Episode Schizophrenia Spectrum Disorders and Controls from Whole Brain White Matter Fractional Anisotropy Using Machine Learning

被引：0

作者：

Mikolas, Pavol ^{[1
]}

Hlinka, Jaroslav ^{[2
]}

Pitra, Zbynek ^{[3
]}

Skoch, Antonin ^{[4
]}

Frodl, Thomas ^{[5
]}

Spaniel, Filip ^{[6
]}

Hajek, Tomas ^{[7
]}

机构：

[1] Charles Univ Prague, Natl Inst Mental Hlth, Fac Med 3, Prague, Czech Republic

[2] Czech Acad Sci, Inst Comp Sci, Prague, Czech Republic

[3] Czech Tech Univ, Fac Nucl Sci & Phys Engn, Prague, Czech Republic

[4] Inst Clin & Expt Med, Dept Diagnost & Intervent Radiol, MR Unit, Prague, Czech Republic

[5] Otto Von Guericke Univ, Dept Psychiat & Psychotherapy, Magdeburg, Germany

[6] Natl Inst Mental Hlth, Klecany, Czech Republic

[7] Dalhousie Univ, Halifax, NS, Canada

来源：

BIOLOGICAL PSYCHIATRY | 2017年 / 81卷 / 10期

关键词：

first episode schizophrenia; Machine learning; Fractional Anisotropy; Diffusion Tensor Imaging (DTI); Support Vector Machines;

D O I：

10.1016/j.biopsych.2017.02.493

中图分类号：

Q189 [神经科学];

学科分类号：

071006 ;

摘要：

623

引用

页码：S252 / S252

页数：1

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