Joohwi Lee

Automatic skull-stripping of rat MRI/DTI scans and atlas building

Multi-atlas segmentation with particle-based group-wise image registration

Multi-object model-based multi-atlas segmentation for rodent brains using dense discrete correspondences

Automatic cortical thickness analysis on rodent brain

Evaluation of atlas based mouse brain segmentation

Enhanced cortical thickness measurements for rodent brains via Lagrangian-based RK4 streamline computation

Vortex core timelines and ribbon summarizations: flow summarization over time and simulation ensembles

Particle-Guided Image Registration

Accurate predictive model of band gap with selected important features based on explainable machine learning

In the rapidly advancing field of materials informatics, nonlinear machine learning models have demonstrated exceptional predictive capabilities for material properties. However, their black-box...