40 citations
- Monash University MalaysiaMY2 papers
- National University Heart Centre SingaporeSG2 papers
- National University of SingaporeSG2 papers
- Nottingham Trent UniversityGB2 papers
- Singapore PolytechnicSG2 papers
- SingHealthSG2 papers
- University of Glasgow SingaporeSG2 papers
- An-Najah National UniversityPS1 paper
- Arab American UniversityPS1 paper
- Beth Israel Deaconess Medical CenterUS1 paper
- Fondazione Bruno KesslerIT1 paper
- Harvard UniversityUS1 paper
7 papers
OAH-Net: A Deep Neural Network for Hologram Reconstruction of Off-axis Digital Holographic Microscope
Wei Liu, Kerem Delikoyun, Qianyu Chen +7
Off-axis digital holographic microscopy is a high-throughput, label-free imaging technology that provides three-dimensional, high-resolution information about samples, particularly…
Improving Rehabilitative Assessment with Statistical and Shape Preserving Surrogate Data and Singular Spectrum Analysis
T. K. M. Lee, H. W. Chan, K. H. Leo +3
Time series data are collected in temporal order and are widely used to train systems for prediction, modeling and classification to name a few. These systems require large amounts…
Fidelitous Augmentation of Human Accelerometric Data for Deep Learning
Tracey K. M. Lee, H. W. Chan, K. H. Leo +3
Time series (TS) data have consistently been in short supply, yet their demand remains high for training systems in prediction, modeling, classification, and various other applicat…
A Comprehensive 3-D Framework for Automatic Quantification of Late Gadolinium Enhanced Cardiac Magnetic Resonance Images
Dong Wei, Ying Sun, Sim-Heng Ong +3
Late gadolinium enhanced (LGE) cardiac magnetic resonance (CMR) can directly visualize nonviable myocardium with hyperenhanced intensities with respect to normal myocardium. For he…
Three-Dimensional Segmentation of the Left Ventricle in Late Gadolinium Enhanced MR Images of Chronic Infarction Combining Long- and Short-Axis Information
Dong Wei, Ying Sun, Sim-Heng Ong +3
Automatic segmentation of the left ventricle (LV) in late gadolinium enhanced (LGE) cardiac MR (CMR) images is difficult due to the intensity heterogeneity arising from accumulatio…
Prediction of Blood Lactate Values in Critically Ill Patients: A Retrospective Multi-center Cohort Study
Behrooz Mamandipoor, Wesley Yeung, Louis Agha-Mir-Salim +3
Purpose. Elevations in initially obtained serum lactate levels are strong predictors of mortality in critically ill patients. Identifying patients whose serum lactate levels are mo…