Yi Su

Orcid: 0000-0001-5416-7138

Affiliations:
  • A*STAR, Institute of High Performance Computing, Singapore
  • University of Singapore, Singapore (PhD 2003)


According to our database1, Yi Su authored at least 64 papers between 2009 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2021
Tree Species Modelling for Digital Twin Cities.
Trans. Comput. Sci., 2021

An approximate factorisation of three bivariate Bernstein basis polynomials defined in a triangular domain.
J. Comput. Appl. Math., 2021

2020
The Computation of Multiple Roots of a Bernstein Basis Polynomial.
SIAM J. Sci. Comput., 2020

The computation of the degree of the greatest common divisor of three Bernstein basis polynomials.
J. Comput. Appl. Math., 2020

Automatic detection of anatomical landmarks in brain MR scanning using multi-task deep neural networks.
Neurocomputing, 2020

Accurate Tumor Tissue Region Detection with Accelerated Deep Convolutional Neural Networks.
CoRR, 2020

Towards Automatic Blocking of Shapes using Evolutionary Algorithm.
Comput. Aided Des., 2020

Opencc - an open Benchmark data set for Corpus Callosum Segmentation and Evaluation.
Proceedings of the IEEE International Conference on Image Processing, 2020

Generation of Tree Surface Mesh Models from Point Clouds using Skin Surfaces.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020

2019
A Multi-channel Deep Learning Approach for Segmentation of the Left Ventricular Endocardium from Cardiac Images.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Convenient Tree Species Modeling for Virtual Cities.
Proceedings of the Advances in Computer Graphics, 2019

2018
Multi-dimensional proprio-proximus machine learning for assessment of myocardial infarction.
Comput. Medical Imaging Graph., 2018

Automatic Blocking of Shapes Using Evolutionary Algorithm.
Proceedings of the 27th International Meshing Roundtable, 2018

Cardiac Image Segmentation Using Memory Persistence Methodology.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Skin Lesion Analysis By Multi-Target Deep Neural Networks.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Computational Platform Based on Deep Learning for Segmenting Ventricular Endocardium in Long-axis Cardiac MR Imaging.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Reconstruction of Patient-Specific Left Atrial Geometry From CMR Imaging.
Proceedings of the Computing in Cardiology, 2018

Characterization of Pulmonary Arterial Hypertension Using Right Ventricular Regional Curvedness Derived From CMR Imaging.
Proceedings of the Computing in Cardiology, 2018

2017
Layman Analytics System: A Cloud-Enabled System for Data Analytics Workflow Recommendation.
IEEE Trans Autom. Sci. Eng., 2017

Automatic segmentation of left ventricle cavity from short-axis cardiac magnetic resonance images.
Medical Biol. Eng. Comput., 2017

A non-linear structure-preserving matrix method for the computation of the coefficients of an approximate greatest common divisor of two Bernstein polynomials.
J. Comput. Appl. Math., 2017

Deep convolutional neural networks for automatic segmentation of left ventricle cavity from cardiac magnetic resonance images.
IET Comput. Vis., 2017

A Novel Multi-task Deep Learning Model for Skin Lesion Segmentation and Classification.
CoRR, 2017

Characterization of Hypertrophic Cardiomyopathy using Left Ventricular Regional Wall Thickness derived from CMR Imaging.
Proceedings of the Computing in Cardiology, 2017

Comparison of Left Ventricular Curvedness Derived from CMR Imaging with the Wall Motion Score Index for Male Patients after First-time Myocardial Infarction.
Proceedings of the Computing in Cardiology, 2017

2016
Volume Preserved Mass-Spring Model with Novel Constraints for Soft Tissue Deformation.
IEEE J. Biomed. Health Informatics, 2016

Cardiac image segmentation by random walks with dynamic shape constraint.
IET Comput. Vis., 2016

Color-texture based extreme learning machines for tissue tumor classification.
Proceedings of the Medical Imaging 2016: Digital Pathology, San Diego, California, United States, 27 February, 2016

Characterization of patient-specific biventricular mechanics in heart failure with preserved ejection fraction: Hyperelastic warping.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Statistical Left Ventricular Deformation Analysis.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

A Multi-Modal Classifier for Heart Sound Recordings.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

Automatic Segmentation of Left Ventricular Myocardium by Deep Convolutional and De-convolutional Neural Networks.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

Power Spectrum Analysis for Classification of Heart Sound Recording.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

Reconstruction of 3D Dense Cardiac Motion Field from Cine and Tagged Magnetic Resonance Images.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

2015
Computer-based assessment of right ventricular regional ejection fraction in patients with repaired Tetralogy of Fallot.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015

Automatic generation of endocardial surface meshes with 1-to-1 correspondence from cine-MR images.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015

A virtual surgical training system that simulates cutting of soft tissue using a modified pre-computed elastic model.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Reducing False Arrhythmia Alarms in the ICU.
Proceedings of the Computing in Cardiology, 2015

Automatic Generation of Surface Meshes for Right Ventricle with 1-to-1 Vertex Correspondence from Cine-MR Images.
Proceedings of the Computing in Cardiology, 2015

2014
Robotic learning of motion using demonstrations and statistical models for surgical simulation.
Int. J. Comput. Assist. Radiol. Surg., 2014

Vicinal support vector classifier using supervised kernel-based clustering.
Artif. Intell. Medicine, 2014

Computer-based assessment of left ventricular regional ejection fraction in patients after myocardial infarction.
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, San Diego, 2014

Graph-cuts based reconstructing patient specific right ventricle: First human study.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Left ventricle segmentation by dynamic shape constrained random walks.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Left ventricular regional shape dynamics analysis by three-dimensional cardiac magnetic resonance imaging associated with left ventricular function in first-time myocardial infarction patients.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Robust Identification of Heartbeats with Blood Pressure Signals and Noise Detection.
Proceedings of the Computing in Cardiology, CinC 2014, 2014

Automated Algorithm for Computing Left Ventricle Volume Changes from Cine-MR Images.
Proceedings of the Computing in Cardiology, CinC 2014, 2014

Automatic Correction of Motion Artifacts in 4D Left Ventricle Model Reconstructed from MRI.
Proceedings of the Computing in Cardiology, CinC 2014, 2014

2013
Mechanism of a Learning Robot Manipulator for Laparoscopic Surgical Training.
Proceedings of the Frontiers of Intelligent Autonomous Systems, 2013

GPU-friendly gallbladder modeling in laparoscopic cholecystectomy surgical training system.
Comput. Electr. Eng., 2013

Right Ventricle Segmentation by Temporal Information Constrained Gradient Vector Flow.
Proceedings of the IEEE International Conference on Systems, 2013

Modeling and Simulation of Soft Tissue Deformation.
Proceedings of the Abdominal Imaging. Computation and Clinical Applications, 2013

Computer-based assessment of left ventricular wall stiffness in patients with ischemic dilated cardiomyopathy.
Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013

Reconstructing patient-specific cardiac models from contours via Delaunay triangulation and graph-cuts.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Synchronous simulation for deformation of liver and gallbladder with stretch and compression compensation.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Regional Comparison of Left Ventricle Systolic Wall Stress Reveals Intraregional Uniformity in Healthy Subjects.
Proceedings of the Computing in Cardiology, 2013

2012
A geometrical approach for evaluating left ventricular remodeling in myocardial infarct patients.
Comput. Methods Programs Biomed., 2012

3D Shape Analysis for Liver-Gallbladder Anatomical Structure Retrieval.
Proceedings of the Abdominal Imaging. Computational and Clinical Applications, 2012

Mechanism of a Learning Robot Manipulator for Laparoscopic Surgical Training.
Proceedings of the Intelligent Autonomous Systems 12, 2012

A semi-automatic approach to the segmentation of liver parenchyma from 3D CT images with Extreme Learning Machine.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
Learning laparoscopic surgery by imitation using robot trainer.
Proceedings of the 2011 IEEE International Conference on Robotics and Biomimetics, 2011

3D shape decomposition and comparison for gallbladder modeling.
Proceedings of the Medical Imaging 2011: Visualization, 2011

Designing an active motor skill learning platform with a robot-assisted laparoscopic trainer.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2009
A curvature-based approach for left ventricular shape analysis from cardiac magnetic resonance imaging.
Medical Biol. Eng. Comput., 2009


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