Academic Profile : Faculty
Asst Prof Yeo Si Yong
Assistant Professor, Digital Health, Lee Kong Chian School of Medicine
Assistant Professor, Lee Kong Chian School of Medicine
Email
External Links
Journal Articles
(Not applicable to NIE
staff as info will be
pulled from PRDS)
(Not applicable to NIE
staff as info will be
pulled from PRDS)
R. Loh, S. Y. Yeo, R. S. Tan, F. Gao, A. S. Koh, Explainable machine learning predictions to support personalized cardiology strategies. European Heart Journal - Digital Health, 3(1):49-55, 2021
X. Yang, W. T. Tang, G. Tjio, S. Y. Yeo, Y. Su, Automatic detection of anatomical landmarks in brain MR scanning using multi-task deep neural networks. Neurocomputing 396: 514-521, 2020
S. Y. Yeo, J. Romero, M. Loper, J. Machine, M. Black, Shape estimation of subcutaneous adipose tissue using an articulated statistical shape model, Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, 6(1), 51-58, 2018
S. Y. Yeo, X. Xie, I. Sazonov, P. Nithiarasu, Segmentation of biomedical images using active contour model with robust image feature and shape prior, International Journal for Numerical Methods in Biomedical Engineering, 2014, 30:232–248
I. Sazonov, S. Y. Yeo, R. L. T. Bevan, X. Xie, R. van Loon, P. Nithiarasu , Modelling pipeline for subject-specific arterial blood flow—A review, International Journal for Numerical Methods in Biomedical Engineering, 2011, 27:1868–1910
S. Y. Yeo, X. Xie, I. Sazonov, P. Nithiarasu, Geometrically induced force interaction for three-dimensional deformable models. IEEE Trans Image Process, 20(5):1373-87, 2011
X. Yang, W. T. Tang, G. Tjio, S. Y. Yeo, Y. Su, Automatic detection of anatomical landmarks in brain MR scanning using multi-task deep neural networks. Neurocomputing 396: 514-521, 2020
S. Y. Yeo, J. Romero, M. Loper, J. Machine, M. Black, Shape estimation of subcutaneous adipose tissue using an articulated statistical shape model, Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, 6(1), 51-58, 2018
S. Y. Yeo, X. Xie, I. Sazonov, P. Nithiarasu, Segmentation of biomedical images using active contour model with robust image feature and shape prior, International Journal for Numerical Methods in Biomedical Engineering, 2014, 30:232–248
I. Sazonov, S. Y. Yeo, R. L. T. Bevan, X. Xie, R. van Loon, P. Nithiarasu , Modelling pipeline for subject-specific arterial blood flow—A review, International Journal for Numerical Methods in Biomedical Engineering, 2011, 27:1868–1910
S. Y. Yeo, X. Xie, I. Sazonov, P. Nithiarasu, Geometrically induced force interaction for three-dimensional deformable models. IEEE Trans Image Process, 20(5):1373-87, 2011
Conference Papers
(Not applicable to NIE
staff as info will be
pulled from PRDS)
(Not applicable to NIE
staff as info will be
pulled from PRDS)
Chaotic World: A Large and Challenging Benchmark for Human Behavior Understanding in Chaotic Events, To be published in IEEE International Conference on Computer Vision, 2023
X. L. Ng, K. E. Ong, Q. Zheng, Y. Ni, S. Y. Yeo, J. Liu, Animal Kingdom: A Large and Diverse Dataset for Animal Behavior Understanding, IEEE Conference on Computer Vision and Pattern Recognition, 19001-19012, 2022
X. Yang, H. Li, L. Wang, S. Y. Yeo, Y. Su, Z. Zeng, Skin Lesion Analysis By Multi-Target Deep Neural Networks, International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference, 1263-1266, 2018
S. Y. Yeo, X. Xie, I. Sazonov, P. Nithiarasu, Level set segmentation with robust image gradient energy and statistical shape prior, Proceedings of International Conference on Image Processing, 3397-3400, 2011
X. L. Ng, K. E. Ong, Q. Zheng, Y. Ni, S. Y. Yeo, J. Liu, Animal Kingdom: A Large and Diverse Dataset for Animal Behavior Understanding, IEEE Conference on Computer Vision and Pattern Recognition, 19001-19012, 2022
X. Yang, H. Li, L. Wang, S. Y. Yeo, Y. Su, Z. Zeng, Skin Lesion Analysis By Multi-Target Deep Neural Networks, International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference, 1263-1266, 2018
S. Y. Yeo, X. Xie, I. Sazonov, P. Nithiarasu, Level set segmentation with robust image gradient energy and statistical shape prior, Proceedings of International Conference on Image Processing, 3397-3400, 2011