Matthew Ng

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 18

Top Topics

Mri Segmentation

Top Venues

Medical Image Anal.

Publications

Terenz Escartin, Philippa Krahn, Cindy Yu, Matthew Ng, Jennifer Barry, Sheldon M. Singh, Graham A. Wright, Mihaela Pop
The Extent of LGE-Defined Fibrosis Predicts Ventricular Arrhythmia Severity: Insights from a Preclinical Model of Chronic Infarction. FIMH (2023)
Matthew Ng, Xinyu Cai, Shaohui Foong
Direct Angular Rate Estimation Without Event Motion-Compensation At High Angular Rates. ICRA (2023)
Matthew Ng, Fumin Guo, Labonny Biswas, Steffen E. Petersen, Stefan K. Piechnik, Stefan Neubauer, Graham A. Wright
Estimating Uncertainty in Neural Networks for Cardiac MRI Segmentation: A Benchmark Study. IEEE Trans. Biomed. Eng. 70 (6) (2023)
Matthew Ng, Zi Min Er, Gim Song Soh, Shaohui Foong
Aggregation Functions for Simultaneous Attitude and Image Estimation With Event Cameras at High Angular Rates. IEEE Robotics Autom. Lett. 7 (2) (2022)
Fumin Guo, Matthew Ng, Grey Kuling, Graham A. Wright
Cardiac MRI segmentation with sparse annotations: Ensembling deep learning uncertainty and shape priors. Medical Image Anal. 81 (2022)
Jun Ma, Jianan Chen, Matthew Ng, Rui Huang, Yu Li, Chen Li, Xiaoping Yang, Anne L. Martel
Loss odyssey in medical image segmentation. Medical Image Anal. 71 (2021)
Peter Lin, Terenz Escartin, Matthew Ng, Mengyuan Li, Melissa Larsen, Jennifer Barry, Idan Roifman, Mihaela Pop
Novel Imaging Biomarkers to Evaluate Heart Dysfunction Post-chemotherapy: A Preclinical MRI Feasibility Study. STACOM@MICCAI (2021)
Fumin Guo, Matthew Ng, Idan Roifman, Graham A. Wright
Cardiac MRI Left Ventricular Segmentation and Function Quantification Using Pre-trained Neural Networks. FIMH (2021)
Wufeng Xue, Jiahui Li, Zhiqiang Hu, Eric Kerfoot, James R. Clough, Ilkay Öksüz, Hao Xu, Vicente Grau, Fumin Guo, Matthew Ng, Xiang Li, Quanzheng Li, Lihong Liu, Jin Ma, Elias Grinias, Georgios Tziritas, Wenjun Yan, Angélica Atehortúa, Mireille Garreau, Yeonggul Jang, Alejandro Debus, Enzo Ferrante, Guanyu Yang, Tiancong Hua, Shuo Li
Left Ventricle Quantification Challenge: A Comprehensive Comparison and Evaluation of Segmentation and Regression for Mid-Ventricular Short-Axis Cardiac MR Data. IEEE J. Biomed. Health Informatics 25 (9) (2021)
Fumin Guo, Matthew Ng, Graham A. Wright
Cardiac cine MRI left ventricle segmentation combining deep learning and graphical models. Medical Imaging: Image Processing (2020)
Matthew Ng, Emmanuel Tang, Gim Song Soh, Shaohui Foong
Visually Compensating Eccentric In-plane Rotations for Image Stabilization on a Rotating Platform. AIM (2020)
Fumin Guo, Matthew Ng, Maged Goubran, Steffen E. Petersen, Stefan K. Piechnik, Stefan Neubauer, Graham A. Wright
Improving cardiac MRI convolutional neural network segmentation on small training datasets and dataset shift: A continuous kernel cut approach. Medical Image Anal. 61 (2020)
Matthew Ng, Emmanuel Tang, Gim Song Soh, Shaohui Foong
SHIFT: Selective Heading Image for Translation An onboard monocular optical flow estimator for fast constantly rotating UAVs. ICRA (2020)
Matthew Ng, Fumin Guo, Labonny Biswas, Steffen E. Petersen, Stefan K. Piechnik, Stefan Neubauer, Graham A. Wright
Estimating Uncertainty in Neural Networks for Cardiac MRI Segmentation: A Benchmark Study. CoRR (2020)
Mengyuan Li, Maxime Sermesant, Sebastian Ferguson, Fumin Guo, Jennifer Barry, Xiuling Qi, Peter Lin, Matthew Ng, Graham A. Wright, Mihaela Pop
Pipeline to Build and Test Robust 3D T1 Mapping-Based Heart Models for EP Interventions: Preliminary Results. FIMH (2019)
Matthew Ng, Shaohui Foong
Nonlinear Distortion Calibration of an Optical Flow Sensor for Monocular Visual Odometry. AIM (2018)
Fumin Guo, Matthew Ng, Graham A. Wright
Cardiac MRI Left Ventricle Segmentation and Quantification: A Framework Combining U-Net and Continuous Max-Flow. STACOM@MICCAI (2018)
Fumin Guo, Mengyuan Li, Matthew Ng, Graham A. Wright, Mihaela Pop
Cine and Multicontrast Late Enhanced MRI Registration for 3D Heart Model Construction. STACOM@MICCAI (2018)