neuromaps: structural and functional interpretation of brain maps
Montreal Neurological Institute and Hospital · McGill University · +4 more institutions
Abstract
Imaging technologies are increasingly used to generate high-resolution reference maps of brain structure and function. Comparing experimentally generated maps to these reference maps facilitates cross-disciplinary scientific discovery. Although recent data sharing initiatives increase the accessibility of brain maps, data are often shared in disparate coordinate systems, precluding systematic and accurate comparisons. Here we introduce neuromaps, a toolbox for accessing, transforming and analyzing structural and functional brain annotations. We implement functionalities for generating high-quality transformations between four standard coordinate systems. The toolbox includes curated reference maps and…
Citation impact
- FWCI
- 46.38
- Percentile
- 100%
- References
- 109
Authors
13- RDRoss D. MarkelloCorresponding
Montreal Neurological Institute and Hospital, McGill University
- JYJustine Y. Hansen
Montreal Neurological Institute and Hospital, McGill University
- ZLZhen-Qi Liu
Montreal Neurological Institute and Hospital, McGill University
- VBVincent Bazinet
Montreal Neurological Institute and Hospital, McGill University
- GSGolia Shafiei
Montreal Neurological Institute and Hospital, McGill University
Topics & keywords
- Computer science
- Workflow
- Toolbox
- Data mining
- Data sharing
- Annotation
- Information retrieval
- Artificial intelligence
Funding
- MJMichael J. Fox Foundation for Parkinson's Research
- FBFondation Brain Canada
- CRCanada Research Chairs
- COCanadian Open Neuroscience Platform
- NINational Institutes of HealthAwards: R01 MH120482, R01 MH112847, R01 EB026299
- CICanadian Institutes of Health Research
- NSNatural Sciences and Engineering Research Council of CanadaAwards: 436355-13, 017-04265, RGPIN 017-04265, #017-04265