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Projects
Digital Phenotyping
All commonly used smartphones contain a similar set of sensors (e.g. Accelerometer, Bluetooth, GPS, Light sensor, Microphone) along with a set of electronic logs (App Use, Web History, Battery, Call Logs, Screen, Keyboard/UI, SMS/Email) which allow a certain insight into the behavioral patterns of...
Fetal brain cortical plate development
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Fetal Brain Development: Cortical regional and graph-based pattern analysis
Based on our fetal cortical parcellation and labeling and regional analysis techinques, we perform sulcus- and vertex-wise cortical analysis. We also examine sulcal pit and pattern development using our sulcal graph matching and comparison technique. We used a statistical approach to quantitatively...
Fetal Brain MRI Pipeline
The purpose of this project is to develop fully automatic pipeline for fetal brain MRI processing including automatic brain segmentation; fetal MRI quality assessment; motion correction; fetal brain tissue segmentation ( Hong et al., Frontiers in Neuroscience, 2020); cortical surface extraction; and...
Sulcal Pits and Patterns
Spatial distribution and specific geometric and topological patterning of early sulcal folds have been hypothesized to be under stronger genetic control and are more associated with optimal organization of cortical functional areas and their white matter connections, compared to later developing...
Im Laboratory
Provide unique and biologically relevant imaging biomarkers that not only help us to better understand normal and abnormal brain development, but also aid in the detection and diagnosis of disease.