{"id":13688175,"url":"https://github.com/kamentsvetanov/CommonalityAnalysis","last_synced_at":"2025-05-01T16:30:36.536Z","repository":{"id":170062923,"uuid":"425929572","full_name":"kamentsvetanov/CommonalityAnalysis","owner":"kamentsvetanov","description":"Commonality analysis for neuroimaging. Code supporting Wu et al, \"Cerebral blood flow predicts multiple demand network activity and fluid intelligence across the lifespan\".","archived":false,"fork":false,"pushed_at":"2024-06-07T09:18:31.000Z","size":17838,"stargazers_count":4,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2024-11-12T11:40:26.558Z","etag":null,"topics":["commonality","neuroimaging"],"latest_commit_sha":null,"homepage":"","language":"MATLAB","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/kamentsvetanov.png","metadata":{"files":{"readme":"README.asv","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2021-11-08T17:20:48.000Z","updated_at":"2024-06-07T09:18:34.000Z","dependencies_parsed_at":"2024-06-07T10:41:14.548Z","dependency_job_id":"aee2ecc5-b319-4a74-bb78-5dfa56e2add8","html_url":"https://github.com/kamentsvetanov/CommonalityAnalysis","commit_stats":null,"previous_names":["kamentsvetanov/commonalityanalysis"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kamentsvetanov%2FCommonalityAnalysis","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kamentsvetanov%2FCommonalityAnalysis/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kamentsvetanov%2FCommonalityAnalysis/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kamentsvetanov%2FCommonalityAnalysis/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/kamentsvetanov","download_url":"https://codeload.github.com/kamentsvetanov/CommonalityAnalysis/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":251906727,"owners_count":21663153,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["commonality","neuroimaging"],"created_at":"2024-08-02T15:01:08.314Z","updated_at":"2025-05-01T16:30:36.515Z","avatar_url":"https://github.com/kamentsvetanov.png","language":"MATLAB","funding_links":[],"categories":["MATLAB"],"sub_categories":[],"readme":"## Commonality Analysis for Neuroimaging\n\nCommonality analysis for neuroimaging. Code supporting Wu et al, \"Cerebral blood flow predicts multiple demand network activity and fluid intelligence across the lifespan\".\n\n### Background\nThis voxel-wise GLM-like approach uses MATLAB's fitlm to save nii image of coefficients and p-values for each variable and residuals. This could be useful in instances with voxel-specific covariates. For example, in [Tsvetanov et al 2020](https://doi.org/10.1111/psyp.13714), we estimated variance explained and residuals in RSFA maps (across subjects) after controlling for regionally-speciffic effects of ASL maps, T1w maps in addition to other systemic effects.\n\nWe extended this voxel-wise approach to commonality analysis in [Wu et al 2022](https://www.sciencedirect.com/science/article/pii/S0197458022002044).\n\n![image](./Figures/Figure_1.png)\n\n\n### Dependencies\n[SPM12](https://www.fil.ion.ucl.ac.uk/spm/software/spm12/) and [PALM](https://github.com/andersonwinkler/PALM).\n\nDependencies can be downloaded at https://github.com/kamentsvetanov/external/mat from the subfolders 'spm12' and 'palm'.\n\nOther packages and functions integrated here are [rdir] and [MatlabTFCE](https://github.com/markallenthornton/MatlabTFCE)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkamentsvetanov%2FCommonalityAnalysis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkamentsvetanov%2FCommonalityAnalysis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkamentsvetanov%2FCommonalityAnalysis/lists"}