title: Multimodal neuroimaging computing: a review of the applications in neuropsychiatric disorders.
abstract: Multimodal neuroimaging is increasingly used in neuroscience research, as it overcomes the limitations of individual modalities. One of the most important applications of multimodal neuroimaging is the provision of vital diagnostic data for neuropsychiatric disorders. Multimodal neuroimaging computing enables the visualization and quantitative analysis of the alterations in brain structure and function, and has reshaped how neuroscience research is carried out. Research in this area is growing exponentially, and so it is an appropriate time to review the current and future development of this emerging area. Hence, in this paper, we review the recent advances in multimodal neuroimaging (MRI, PET) and electrophysiological (EEG, MEG) technologies, and their applications to the neuropsychiatric disorders. We also outline some future directions for multimodal neuroimaging where researchers will design more advanced methods and models for neuropsychiatric research.
authors.affiliation: School of IT, The University of Sydney, Sydney, Australia. sliu7418@uni.sydney.edu.au.
authors.forename: Sidong
authors.identifier: http://orcid.org/0000-0002-2371-0713
authors.initials: S
authors.lastname: Liu
authors.affiliation: School of IT, The University of Sydney, Sydney, Australia.
authors.forename: Weidong
authors.initials: W
authors.lastname: Cai
authors.affiliation: School of IT, The University of Sydney, Sydney, Australia.
authors.forename: Siqi
authors.initials: S
authors.lastname: Liu
authors.affiliation: Surgical Planning Laboratory, Harvard Medical School, Boston, USA.
authors.forename: Fan
authors.initials: F
authors.lastname: Zhang
authors.affiliation: Department of PET and Nuclear Medicine, Royal Prince Alfred Hospital, and the Sydney Medical School, The University of Sydney, Sydney, Australia.
authors.forename: Michael
authors.initials: M
authors.lastname: Fulham
authors.affiliation: School of IT, The University of Sydney, Sydney, Australia.|Med-X Research Institute, Shanghai Jiao Tong University, Shanghai, China.
authors.forename: Dagan
authors.initials: D
authors.lastname: Feng
authors.affiliation: Surgical Planning Laboratory, Harvard Medical School, Boston, USA.
authors.forename: Sonia
authors.initials: S
authors.lastname: Pujol
authors.affiliation: Surgical Planning Laboratory, Harvard Medical School, Boston, USA.
authors.forename: Ron
authors.initials: R
authors.lastname: Kikinis
keywords: Multimodal; Neuroimaging; Neuropsychiatric