The coordinate-based meta-analysis of neuroimaging data
Neuroimaging meta-analysis is an area of growing interest in statistics. The special characteristics of neuroimaging data render classical meta-analysis methods inapplicable and therefore new methods have been developed. We review existing methodologies, explaining the benefits and drawbacks of each...
| Main Authors: | , , , |
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| Format: | Journal article |
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Institute of Mathematical Statistics
2017
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| _version_ | 1797096587658264576 |
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| author | Samartsidis, P Montagna, S Johnson, T Nichols, T |
| author_facet | Samartsidis, P Montagna, S Johnson, T Nichols, T |
| author_sort | Samartsidis, P |
| collection | OXFORD |
| description | Neuroimaging meta-analysis is an area of growing interest in statistics. The special characteristics of neuroimaging data render classical meta-analysis methods inapplicable and therefore new methods have been developed. We review existing methodologies, explaining the benefits and drawbacks of each. A demonstration on a real dataset of emotion studies is included. We discuss some still-open problems in the field to highlight the need for future research. |
| first_indexed | 2024-03-07T04:43:59Z |
| format | Journal article |
| id | oxford-uuid:d29b5bc1-05d6-45bb-8a73-613a42bd853b |
| institution | University of Oxford |
| last_indexed | 2024-03-07T04:43:59Z |
| publishDate | 2017 |
| publisher | Institute of Mathematical Statistics |
| record_format | dspace |
| spelling | oxford-uuid:d29b5bc1-05d6-45bb-8a73-613a42bd853b2022-03-27T08:05:14ZThe coordinate-based meta-analysis of neuroimaging dataJournal articlehttp://purl.org/coar/resource_type/c_dcae04bcuuid:d29b5bc1-05d6-45bb-8a73-613a42bd853bSymplectic Elements at OxfordInstitute of Mathematical Statistics2017Samartsidis, PMontagna, SJohnson, TNichols, TNeuroimaging meta-analysis is an area of growing interest in statistics. The special characteristics of neuroimaging data render classical meta-analysis methods inapplicable and therefore new methods have been developed. We review existing methodologies, explaining the benefits and drawbacks of each. A demonstration on a real dataset of emotion studies is included. We discuss some still-open problems in the field to highlight the need for future research. |
| spellingShingle | Samartsidis, P Montagna, S Johnson, T Nichols, T The coordinate-based meta-analysis of neuroimaging data |
| title | The coordinate-based meta-analysis of neuroimaging data |
| title_full | The coordinate-based meta-analysis of neuroimaging data |
| title_fullStr | The coordinate-based meta-analysis of neuroimaging data |
| title_full_unstemmed | The coordinate-based meta-analysis of neuroimaging data |
| title_short | The coordinate-based meta-analysis of neuroimaging data |
| title_sort | coordinate based meta analysis of neuroimaging data |
| work_keys_str_mv | AT samartsidisp thecoordinatebasedmetaanalysisofneuroimagingdata AT montagnas thecoordinatebasedmetaanalysisofneuroimagingdata AT johnsont thecoordinatebasedmetaanalysisofneuroimagingdata AT nicholst thecoordinatebasedmetaanalysisofneuroimagingdata AT samartsidisp coordinatebasedmetaanalysisofneuroimagingdata AT montagnas coordinatebasedmetaanalysisofneuroimagingdata AT johnsont coordinatebasedmetaanalysisofneuroimagingdata AT nicholst coordinatebasedmetaanalysisofneuroimagingdata |