Mindboggling morphometry of human brains
Child Mind Institute · Harvard University · +6 more institutions
Abstract
Mindboggle (http://mindboggle.info) is an open source brain morphometry platform that takes in preprocessed T1-weighted MRI data and outputs volume, surface, and tabular data containing label, feature, and shape information for further analysis. In this article, we document the software and demonstrate its use in studies of shape variation in healthy and diseased humans. The number of different shape measures and the size of the populations make this the largest and most detailed shape analysis of human brains ever conducted. Brain image morphometry shows great potential for providing much-needed biological markers for diagnosing, tracking, and predicting progression of mental health disorders. Very few…
Citation impact
- FWCI
- 19.28
- Percentile
- 100%
- References
- 128
Authors
11Topics & keywords
- Software
- Zernike polynomials
- Shape analysis (program analysis)
- Computer science
- Artificial intelligence
- Pattern recognition (psychology)
- Volume (thermodynamics)
- Brain morphometry
Funding
- NINational Institutes of Health
- NINational Institute on Alcohol Abuse and AlcoholismAward: NCANDA-USA Consortium BD2K
- NINational Institute of Mental HealthAwards: U01 MH074813, 3U01MH092250-03S1, U01 supplement 3U01MH092250-03S1, 1U01MH108168-01, MH074813, 3R01MH092380-04S2, MH084029, R01 MH084029
- NINational Institute of Biomedical Imaging and BioengineeringAwards: 1R01EB020740-01A1, 1P41EB019936-01A1