Connectionists: FW: Postdoctoral Research Fellow in brain connectome analysis from functional MRI and DTI scans

[Jagath C Rajapakse (Prof)]

A postdoctoral research fellow position for connectome analysis from functional MRI and diffusion tensor imaging is available in my group.

The candidate is to investigate encoding and decoding of the functional and structural connectome by using graph neural network approaches. Encoding learns compact representations of the connectome, leading to disease classification, subtype identification, etc., and decoding is aimed at identifying key brain regions and connections implicated in brain diseases. The candidate is to apply recent Graph Neural Networks such as GCN, GraphSAGE, and GAT for connectome analysis from fMRI and DTI scans and to handle key challenges to such approaches such as the lack of large imaging datasets and inconsistences across images gathered on multiple sites.


The candidate would have expertise and skills in image analysis, machine learning, and Python/R programming, and a PhD in a related field.

To apply:
https://www.mycareersfuture.gov.sg/job/sciences/research-fellow-nanyang-technological-university-83c9f6b6afdd14b9a4d7dfe2c43b1c71


--
Jagath Rajapakse, PhD, FIEEE
Professor of Computer Engineering
School of Computer Science and Engineering
Nanyang Technological University
N4-2a11, 50 Nanyang Avenue
Singapore 639798
http://personal.ntu.edu.sg/asjagath




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