Creator | Title | Description | Subject | Date | ||
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1 |
![]() | Gerig, Guido | 3D of brain shape and volume after cranial vault remodeling surgery for craniosynostosis correction in infants | The skull of young children is made up of bony plates that enable growth. Craniosynostosis is a birth defect that causes one or more sutures on an infant's skull to close prematurely. Corrective surgery focuses on cranial and orbital rim shaping to return the skull to a more normal shape. Functional... | pediatric neuroimaging; plastic surgery; shape regression; volumetric analysis; shape analysis | 2013-01-01 |
2 |
![]() | Gerig, Guido | 4D modeling of infant brain growth in Down's Syndrome and controls from longitudinal MRI | Modeling of early brain growth trajectories from longitudinal MRI will provide new insight into neurodevelopmental characteristics, timing and type of changes in neurological disorders from controls. In addition to an ongoing large-scale infant autism neuroimaging study 1, we recruited 4 infants wit... | specifically | 2014-01-01 |
3 |
![]() | Gerig, Guido | A framework for longitudinal data analysis via shape regression | Traditional longitudinal analysis begins by extracting desired clinical measurements, such as volume or head circumference, from discrete imaging data. Typically, the continuous evolution of a scalar measurement is estimated by choosing a 1D regression model, such as kernel regression or fitting a p... | estimating | 2012-01-01 |