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2020 – today
- 2024
[j19]Philippa Krahn
, Terenz Escartin, Sheldon M. Singh, Jennifer Barry, Melissa Larsen, Fumin Guo, Mihaela Pop, Graham A. Wright:
MRI Accurately Visualizes RF Ablation Delivery Targeted to MRI-Defined Arrhythmia Substrates in the Left Ventricle. IEEE Trans. Biomed. Eng. 71(9): 2749-2758 (2024)- [j18]Zimeng Li, Sa Xiao, Cheng Wang, Haidong Li, Xiuchao Zhao, Caohui Duan, Qian Zhou, Qiuchen Rao, Yuan Fang, Junshuai Xie, Lei Shi, Fumin Guo, Chaohui Ye, Xin Zhou:
Encoding Enhanced Complex CNN for Accurate and Highly Accelerated MRI. IEEE Trans. Medical Imaging 43(5): 1828-1840 (2024) - [i3]Linxuan Han, Sa Xiao, Zimeng Li, Haidong Li, Xiuchao Zhao, Fumin Guo, Yeqing Han, Xin Zhou:
Enhanced Self-supervised Learning for Multi-modality MRI Segmentation and Classification: A Novel Approach Avoiding Model Collapse. CoRR abs/2407.10377 (2024) - 2023
- [j17]Fumin Guo, Hua Zhang, Yilu Xu, Genliang Xiong, Cheng Zeng:
Isokinetic Rehabilitation Trajectory Planning of an Upper Extremity Exoskeleton Rehabilitation Robot Based on a Multistrategy Improved Whale Optimization Algorithm. Symmetry 15(1): 232 (2023) - [j16]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): 1955-1966 (2023) - [i2]Zimeng Li, Sa Xiao, Cheng Wang, Haidong Li, Xiuchao Zhao, Caohui Duan, Qian Zhou, Qiuchen Rao, Yuan Fang, Junshuai Xie, Lei Shi, Fumin Guo, Chaohui Ye, Xin Zhou:
Encoding Enhanced Complex CNN for Accurate and Highly Accelerated MRI. CoRR abs/2306.11977 (2023) - 2022
- [j15]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: 102532 (2022) - 2021
- [j14]Fumin Guo, Dante P. I. Capaldi, David G. McCormack, Aaron Fenster, Grace Parraga:
Ultra-short echo-time magnetic resonance imaging lung segmentation with under-Annotations and domain shift. Medical Image Anal. 72: 102107 (2021) - [j13]Ran Zhou, Fumin Guo, M. Reza Azarpazhooh, Samineh Hashemi, Xinyao Cheng, John David Spence, Mingyue Ding, Aaron Fenster:
Deep Learning-Based Measurement of Total Plaque Area in B-Mode Ultrasound Images. IEEE J. Biomed. Health Informatics 25(8): 2967-2977 (2021) - [j12]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): 3541-3553 (2021) - [c11]Fumin Guo, Matthew Ng, Idan Roifman, Graham A. Wright:
Cardiac MRI Left Ventricular Segmentation and Function Quantification Using Pre-trained Neural Networks. FIMH 2021: 46-54 - 2020
- [j11]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: 101636 (2020) - [j10]Ran Zhou, Fumin Guo, M. Reza Azarpazhooh, John David Spence, Eranga Ukwatta, Mingyue Ding, Aaron Fenster:
A Voxel-Based Fully Convolution Network and Continuous Max-Flow for Carotid Vessel-Wall-Volume Segmentation From 3D Ultrasound Images. IEEE Trans. Medical Imaging 39(9): 2844-2855 (2020) - [c10]Fumin Guo, Matthew Ng, Graham A. Wright:
Cardiac cine MRI left ventricle segmentation combining deep learning and graphical models. Medical Imaging: Image Processing 2020: 113130Z - [i1]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 abs/2012.15772 (2020)
2010 – 2019
- 2019
- [j9]Yilu Xu, Jing Hua, Hua Zhang, Ronghua Hu, Xin Huang, Jizhong Liu, Fumin Guo:
Improved Transductive Support Vector Machine for a Small Labelled Set in Motor Imagery-Based Brain-Computer Interface. Comput. Intell. Neurosci. 2019: 2087132:1-2087132:16 (2019) - [j8]Yilu Xu, Qingguo Wei, Hua Zhang, Ronghua Hu, Jizhong Liu, Jing Hua, Fumin Guo:
Transfer Learning Based on Regularized Common Spatial Patterns Using Cosine Similarities of Spatial Filters for Motor-Imagery BCI. J. Circuits Syst. Comput. 28(7): 1950123:1-1950123:19 (2019) - [c9]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: 64-72 - [c8]Alexander M. Matheson, Dante P. I. Capaldi, Fumin Guo, Rachel L. Eddy, David G. McCormack, Grace Parraga:
Fourier decomposition free-breathing H MRI perfusion maps in asthma. Medical Imaging: Image Processing 2019: 1094912 - 2018
- [j7]Jing Hua, Hua Zhang, Jizhong Liu, Yilu Xu, Fumin Guo:
Direct Arrhythmia Classification from Compressive ECG Signals in Wearable Health Monitoring System. J. Circuits Syst. Comput. 27(6): 1850088:1-1850088:13 (2018) - [j6]Linwei Li, Xuemei Ren, Fumin Guo:
Modified multi-innovation stochastic gradient algorithm for Wiener-Hammerstein systems with backlash. J. Frankl. Inst. 355(9): 4050-4075 (2018) - [c7]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: 49-57 - [c6]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: 450-458 - 2017
- [j5]Fumin Guo, Xuemei Ren, Zhijun Li, Cunwu Han:
Fault Detection for Singular Discrete-Time Linear Systems with Signal-to-Noise Ratio Constrained Channels. Circuits Syst. Signal Process. 36(6): 2420-2440 (2017) - [j4]Fumin Guo, Xuemei Ren, Zhijun Li, Cunwu Han:
Fault detection for linear discrete-time systems with output quantisation. Int. J. Control 90(10): 2270-2283 (2017) - [c5]Fumin Guo, Dante P. I. Capaldi, Robert Di Cesare, Aaron Fenster, Grace Parraga:
Registration pipeline for pulmonary free-breathing 1H MRI ventilation measurements. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2017: 101370A - 2016
- [j3]Fumin Guo, Xuemei Ren, Zhijun Li, Cunwu Han:
Fault detection for discrete-time Lipschitz nonlinear systems with signal-to-noise ratio constrained channels. Neurocomputing 194: 317-325 (2016) - [c4]Fumin Guo, Xuemei Ren, Tianyi Zeng, Zhijun Li, Cunwu Han:
Fault detection for quantized feedback systems with actuator faults. ACC 2016: 5124-5129 - [c3]Fumin Guo, Xuemei Ren:
Fault estimation and active fault tolerant control for servo systems. RCAR 2016: 644-649 - 2015
- [j2]Fumin Guo, Xuemei Ren, Zhijun Li, Cunwu Han:
Robust fault detection for uncertain discrete-time systems subject to signal-to-noise ratio constrained channels. J. Frankl. Inst. 352(10): 3971-3987 (2015) - [j1]Fumin Guo, Jing Yuan, Martin Rajchl, Sarah Svenningsen, Dante P. I. Capaldi, Khadija Sheikh, Aaron Fenster, Grace Parraga:
Globally optimal co-segmentation of three-dimensional pulmonary 1H and hyperpolarized 3He MRI with spatial consistence prior. Medical Image Anal. 23(1): 43-55 (2015) - [c2]Fumin Guo, Sarah Svenningsen, Emma Bluemke, Martin Rajchl, Jing Yuan, Aaron Fenster, Grace Parraga:
Automated pulmonary lobar ventilation measurements using volume-matched thoracic CT and MRI. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2015: 941717 - 2014
- [c1]Wu Qiu, Martin Rajchl, Fumin Guo, Yue Sun, Eranga Ukwatta, Aaron Fenster, Jing Yuan:
3D Prostate TRUS Segmentation Using Globally Optimized Volume-Preserving Prior. MICCAI (1) 2014: 796-803
Coauthor Index
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