Currently, my research focuses on developing computational methods in brain MR image analysis related to brain tumor/lesion segmentation.
My major approach intends to find a solution for data scarcity.
The goals are:
Reduce data redundancy.
Finding representative data for training a network.
Improve robustness of tasks using brain MR images in different modalities/collecting protocols.