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Post Doctoral Fellow

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Dr Yang Yuxin

Dr Yang Yu Xin obtained his B.Eng. (honour) and PhD degrees in bioengineering at Nanyang Technological University Singapore. His work centres on developing and integrating bioinformatics applications. Dr Yang’ expertise lies in  machine/computer vision, machine learning, image processing, image analysis, MRI and CT.

 
 
Email:  yangyx@ntu.edu.sg
 
 
 
​​ ​Selected Publications
 
1. Lim, Jun Pei, Mei Sian Chong, Laura Tay, Yu Xin Yang, Bernard P. Leung, Audrey Yeo, Suzanne Yew, Cher Heng Tan, and Wee Shiong Lim. "Inter-muscular adipose tissue is associated with adipose tissue inflammation and poorer functional performance in central adiposity." Archives of gerontology and geriatrics 81 (2019): 1-7.
 
2. Yang, Y. X., et al. "Validity of estimating muscle and fat volume from a single MRI section in older adults with sarcopenia and sarcopenic obesity." Clinical radiology 72.5 (2017): 427-e9. 
 
3. Yang, Y. X., et al. "Automated assessment of thigh composition using machine learning for Dixon magnetic resonance images." Magnetic Resonance Materials in Physics, Biology and Medicine (2016): 1-9.
 
4. Yang, Y. X., et al. "A hybrid approach for fusing 4D-MRI temporal information with 3D-CT for the study of lung and lung tumor motion." Medical physics 42.8 (2015): 4484-4496.
 
5. Yang, Y., et al. "A Spatiotemporal-Based Scheme for Efficient Registration- Based Segmentation of Thoracic 4-D MRI." IEEE journal of biomedical and health informatics 18.3 (2014): 969-977.
 
6. Yang, Y., et al. "Adapting registration-based-segmentation for efficient segmentation of thoracic 4D MRI." Computational Intelligence in Healthcare and e-health (CICARE), 2013 IEEE Symposium on. IEEE, 2013.
 
7. Yang, Y., et al. "Visualization of lung using 4D magnetic resonance imaging." International Symposium on Bioengineering, Singapore. 2011.
 
 
 Research Interests
 
Machine learning, image processing, image analysis, data analysis, active ageing, dementia, cancer, sarcopenia
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