Congress:
ECR25
Poster Number:
C-15949
Type:
Poster: EPOS Radiologist (scientific)
DOI:
10.26044/ecr2025/C-15949
Authorblock:
G. Hang, I. X. H. Tan, O. Nickalls, P. Salkade, B. K. N. Prakash, H. Chi Long; Singapore/SG
Disclosures:
Guanqi Hang:
Nothing to disclose
Isaac Xu Hao Tan:
Nothing to disclose
Oliver Nickalls:
Nothing to disclose
Parag Salkade:
Nothing to disclose
Bhanu K. N. Prakash:
Nothing to disclose
Ho Chi Long:
Grant Recipient: SingHealth Duke-NUS AM & NHIC - Joint MedTech Grant
Keywords:
Artificial Intelligence, CNS, Neuroradiology brain, MR, Experimental investigations, Geriatrics
- To develop normative brain atlases for the Singaporean Chinese population across various age groups.
- To extract region-specific gray and white matter volumetrics (BVM) from MRI scans.
- To establish a comprehensive BVM database tailored to the Singaporean Chinese population.
- To apply deep learning and machine learning algorithms for precise brain volumetric analysis, incorporating explainable AI for model transparency.
- To utilize feature selection methods to identify brain regions linked to accelerated brain aging.