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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 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...