Integrating machining learning and multimodal neuroimaging to detect schizophrenia at the level of the individual-Reference-Cited by-同舟云学术

Integrating machining learning and multimodal neuroimaging to detect schizophrenia at the level of the individual

Published:2019-11-18 Issue:5 Volume:41 Page:1119-1135
ISSN:1065-9471
Container-title:Human Brain Mapping
language:en
Short-container-title:Hum Brain Mapp

Author:

Lei Du¹²,Pinaya Walter H. L.²^ORCID,Young Jonathan³,Amelsvoort Therese⁴,Marcelis Machteld⁴⁵,Donohoe Gary⁶,Mothersill David O.⁶,Corvin Aiden⁷,Vieira Sandra²,Huang Xiaoqi¹,Lui Su¹,Scarpazza Cristina²⁸,Arango Celso⁹,Bullmore Ed¹⁰,Gong Qiyong¹¹¹¹²^ORCID,McGuire Philip²,Mechelli Andrea²

Affiliation:

1. Huaxi MR Research Center (HMRRC), Department of RadiologyWest China Hospital of Sichuan University Chengdu China

2. Department of Psychosis StudiesInstitute of Psychiatry, Psychology & Neuroscience, King's College London, De Crespigny Park London UK

3. Department of NeuroimagingInstitute of Psychiatry, Psychology, and Neuroscience, King's College London London UK

4. Department of Psychiatry and NeuropsychologySchool of Mental Health and Neuroscience, Maastricht University Medical Center Maastricht The Netherlands

5. Mental Health Care Institute Eindhoven (GGzE) Eindhoven The Netherlands

6. School of Psychology & Center for neuroimaging and Cognitive Genomics, NUI Galway University Galway Ireland

7. Department of PsychiatrySchool of Medicine, Trinity College Dublin Dublin Ireland

8. Department of General PsychologyUniversity of Padua Padua Italy

9. Child and Adolescent Department of PsychiatryHospital General Universitario Gregorio Marañon, School of Medicine, Universidad Complutense Madrid, IiSGM, CIBERSAM Madrid Spain

10. Brain Mapping Unit, Department of PsychiatryUniversity of Cambridge Cambridge UK

11. Psychoradiology Research Unit of Chinese Academy of Medical SciencesWest China Hospital of Sichuan University Chengdu Sichuan China

12. Department of RadiologyShengjing Hospital of China Medical University Shenyang Liaoning China

Funder

European Commission

European Research Council

National Natural Science Foundation of China

Science Foundation Ireland

Publisher

Wiley

Subject

Neurology (clinical),Neurology,Radiology, Nuclear Medicine and imaging,Radiological and Ultrasound Technology,Anatomy

Link

https://onlinelibrary.wiley.com/doi/pdf/10.1002/hbm.24863

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4. Unified segmentation

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