Post doctoral fellow

Sunday 22nd August 2021

Organization: Nanyang Technological University

Location: Singapore

Title: Post doctoral fellow

URL: https://personal.ntu.edu.sg/asjagath/research_positions.html

Email Address: ASjagath@ntu.edu.sg

Description: A postdoctoral research fellow position is available in brain image analysis in the Biomedical Computing Group headed by Professor Jagath Rajapakse, Nanyang Technological University, Singapore, for a period of three years.

The candidate will build upon recent research on encoding and decoding the functional and structural connectome by using deep neural networks. 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 will investigate recent Graph Neural Networks such as GCN, GraphSAGE, and GAT for connectome analysis from fMRI and DTI scans. A key challenge to deep learning approaches of modelling the connectome is the lack of large imaging datasets.

The candidate would have expertise and skills in image analysis, machine learning, and Python/R programming, and a PhD in a related field. Salary is S$6000-7000 per month, depending on experience. Interested candidates are to email their CV to asjagath@ntu.edu.sg.