H-VIP: quantifying regional topological contributions of the brain network to cognition
H-VIP offers a robust and interpretable means to locate, quantify, and visualize region-specific contributions to network's topological, higher-order landscape. Its ability to detect potentially impaired connectivity at the individual level suggests possible applications in personalized medicine for neurological diseases and disorders. Beyond brain connectomics, the H-VIP can be used for other types of complex networks where topological features are of importance, such as financial, social, or ecological networks.
Authors
- Brielin C. Brown (ORCID: https://orcid.org/0000-0001-5569-5223)
- Sumita Garai (ORCID: https://orcid.org/0000-0001-6035-4837)
- Jiong Chen (ORCID: https://orcid.org/0000-0001-9389-520X)
- Duy Duong‐Tran (ORCID: https://orcid.org/0009-0009-4496-7575)
- Frederick Xu
- Yize Zhao (ORCID: https://orcid.org/0000-0001-6283-2302)
- Sandra Vo
- Li Shen (ORCID: https://orcid.org/0000-0002-5443-0503)
- Lucy Blank
Institutions
- Regis University (US)
- Yale University (US)
- University of Pennsylvania (US)
Publication Details
- Journal
- Frontiers in Radiology
- Published
- 2025-12-04
- DOI
- https://doi.org/10.3389/fradi.2025.1686780
- Primary Topic
- Functional Brain Connectivity Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Institutes of Health