Publications

Selected Publications

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  • K. E. Ong, X. L. Ng, Y Li, W. Ai, K. Zhao, S. Y. Yeo, J. Liu, Chaotic World: A Large and Challenging Benchmark for Human Behavior Understanding in Chaotic Events, IEEE International Conference on Computer Vision, 20213 - 20223, 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

  • 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

  • R. Loh, S. Y. Yeo, R. S. Tan, F. Gao, A. S. Koh, Explainable Artificial Intelligence (ai) in Cardiology”: A Tool to Provide Personalized Predictions on Cardiac Health States Among Older Adults Engaged in Physical Activity. Circulation, 2021

  • D. Wang, S. Y. Yeo, Z. Su, Z. P. Wang, M. M. Abdalla, Data-driven streamline stiffener path optimization (SSPO) for sparse stiffener layout design of non-uniform curved grid-stiffened composite (NCGC) structures, Computer Methods in Applied Mechanics and Engineering, Vol. 365, 2020

  • 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

  • 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

  • X. Yang, Z. Zeng, S. Y. Yeo, C. Tan, H. L. Tey, Y. Su, A Novel Multi-task Deep Learning Model for Skin Lesion Segmentation and Classification, arXiv, 2017

  • S. Y. Yeo, X. Yang, L. Gobeawan, S. K. Teo, L. Zhong, R. S. Tan, Y. Su, Statistical Left Ventricular Deformation Analysis, Computing in Cardiology Conference, 657-660, 2016

  • Y. S. Ho, L. Y. Yip, et. al., Lipidomic Profiling of Lung Pleural Effusion Identifies Unique Metabotype for EGFR Mutants in Non-Small Cell Lung Cancer, Scientific Reports, 2016.

  • 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

  • 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

  • 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

  • P. H. Saksono, P. Nithiarasu, I. Sazonov and S. Y. Yeo, Computational flow studies in a subject-specific human upper airway using a one-equation turbulence model. Influence of the nasal cavity, International Journal for Numerical Methods in Biomedical Engineering, 2011, 87:96–114

  • 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

Patents

  • Method And System For Determining A Magnetic Resonance Scan Coverage Of An Internal Anatomical Structure, PCT/SG2018/050557, 2018

  • Automatic Detection Of Anatomical Landmarks In Brain MR Scanning Using Multi-Task Deep Neural Networks, PCT Patent, 10201709069V, IHPC/P/10118/00/SG, 2018

  • Cancer Biomarkers And Uses Thereof, European Patent, 17763674.3, BTI/P/09479/04/EP, China Patent, 201780016349.6, 2018

  • The Use Of A Panel Of Lipid-Based Metabolites For Diagnosis Of Benign, EGFR Mutation Positive And EGFR Mutation Negative Malignant Lung Pleural Effusions, PCT/SG2017/050120, Mar 2017

  • Automatic Segmentation of Cardiac Magnetic Resonance (CMR) images using a Memory Persistence Approach, PCT/SG2015/000062, Feb 2015