Fumin Guo

According to our database, Fumin Guo authored at least 29 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2023

Estimating Uncertainty in Neural Networks for Cardiac MRI Segmentation: A Benchmark Study.

Matthew Ng, Fumin Guo, Labonny Biswas, Steffen E. Petersen, Stefan K. Piechnik, Stefan Neubauer, Graham A. Wright

IEEE Trans. Biomed. Eng., June, 2023

Isokinetic Rehabilitation Trajectory Planning of an Upper Extremity Exoskeleton Rehabilitation Robot Based on a Multistrategy Improved Whale Optimization Algorithm.

Fumin Guo, Hua Zhang, Yilu Xu, Genliang Xiong, Cheng Zeng

Symmetry, 2023

Encoding Enhanced Complex CNN for Accurate and Highly Accelerated MRI.

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

CoRR, 2023

2022

Cardiac MRI segmentation with sparse annotations: Ensembling deep learning uncertainty and shape priors.

Fumin Guo, Matthew Ng, Grey Kuling, Graham A. Wright

Medical Image Anal., 2022

2021

Deep Learning-Based Measurement of Total Plaque Area in B-Mode Ultrasound Images.

Ran Zhou, Fumin Guo, M. Reza Azarpazhooh, Samineh Hashemi, Xinyao Cheng, John David Spence, Mingyue Ding, Aaron Fenster

IEEE J. Biomed. Health Informatics, 2021

Left Ventricle Quantification Challenge: A Comprehensive Comparison and Evaluation of Segmentation and Regression for Mid-Ventricular Short-Axis Cardiac MR Data.

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

IEEE J. Biomed. Health Informatics, 2021

Ultra-short echo-time magnetic resonance imaging lung segmentation with under-Annotations and domain shift.

Fumin Guo, Dante P. I. Capaldi, David G. McCormack, Aaron Fenster, Grace Parraga

Medical Image Anal., 2021

Cardiac MRI Left Ventricular Segmentation and Function Quantification Using Pre-trained Neural Networks.

Fumin Guo, Matthew Ng, Idan Roifman, Graham A. Wright

Proceedings of the Functional Imaging and Modeling of the Heart, 2021

2020

A Voxel-Based Fully Convolution Network and Continuous Max-Flow for Carotid Vessel-Wall-Volume Segmentation From 3D Ultrasound Images.

Ran Zhou, Fumin Guo, M. Reza Azarpazhooh, John David Spence, Eranga Ukwatta, Mingyue Ding, Aaron Fenster

IEEE Trans. Medical Imaging, 2020

Improving cardiac MRI convolutional neural network segmentation on small training datasets and dataset shift: A continuous kernel cut approach.

Fumin Guo, Matthew Ng, Maged Goubran, Steffen E. Petersen, Stefan K. Piechnik, Stefan Neubauer, Graham A. Wright

Medical Image Anal., 2020

Cardiac cine MRI left ventricle segmentation combining deep learning and graphical models.

Fumin Guo, Matthew Ng, Graham A. Wright

Proceedings of the Medical Imaging 2020: Image Processing, 2020

2019

Transfer Learning Based on Regularized Common Spatial Patterns Using Cosine Similarities of Spatial Filters for Motor-Imagery BCI.

Yilu Xu, Qingguo Wei, Hua Zhang, Ronghua Hu, Jizhong Liu, Jing Hua, Fumin Guo

J. Circuits Syst. Comput., 2019

Improved Transductive Support Vector Machine for a Small Labelled Set in Motor Imagery-Based Brain-Computer Interface.

Yilu Xu, Jing Hua, Hua Zhang, Ronghua Hu, Xin Huang, Jizhong Liu, Fumin Guo

Comput. Intell. Neurosci., 2019

Fourier decomposition free-breathing H MRI perfusion maps in asthma.

Alexander M. Matheson, Dante P. I. Capaldi, Fumin Guo, Rachel L. Eddy, David G. McCormack, Grace Parraga

Proceedings of the Medical Imaging 2019: Image Processing, 2019

Pipeline to Build and Test Robust 3D T1 Mapping-Based Heart Models for EP Interventions: Preliminary Results.

Mengyuan Li, Maxime Sermesant, Sebastian Ferguson, Fumin Guo, Jennifer Barry, Xiuling Qi, Peter Lin, Matthew Ng, Graham A. Wright, Mihaela Pop

Proceedings of the Functional Imaging and Modeling of the Heart, 2019

2018

Modified multi-innovation stochastic gradient algorithm for Wiener-Hammerstein systems with backlash.

Linwei Li, Xuemei Ren, Fumin Guo

J. Frankl. Inst., 2018

Direct Arrhythmia Classification from Compressive ECG Signals in Wearable Health Monitoring System.

Jing Hua, Hua Zhang, Jizhong Liu, Yilu Xu, Fumin Guo

J. Circuits Syst. Comput., 2018

Cardiac MRI Left Ventricle Segmentation and Quantification: A Framework Combining U-Net and Continuous Max-Flow.

Fumin Guo, Matthew Ng, Graham A. Wright

Proceedings of the Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges, 2018

Cine and Multicontrast Late Enhanced MRI Registration for 3D Heart Model Construction.

Fumin Guo, Mengyuan Li, Matthew Ng, Graham A. Wright, Mihaela Pop

Proceedings of the Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges, 2018

2017

Fault detection for linear discrete-time systems with output quantisation.

Fumin Guo, Xuemei Ren, Zhijun Li, Cunwu Han

Int. J. Control, 2017

Fault Detection for Singular Discrete-Time Linear Systems with Signal-to-Noise Ratio Constrained Channels.

Fumin Guo, Xuemei Ren, Zhijun Li, Cunwu Han

Circuits Syst. Signal Process., 2017

Registration pipeline for pulmonary free-breathing 1H MRI ventilation measurements.

Fumin Guo, Dante P. I. Capaldi, Robert Di Cesare, Aaron Fenster, Grace Parraga

Proceedings of the Medical Imaging 2017: Biomedical Applications in Molecular, 2017

2016

Fault detection for discrete-time Lipschitz nonlinear systems with signal-to-noise ratio constrained channels.

Fumin Guo, Xuemei Ren, Zhijun Li, Cunwu Han

Neurocomputing, 2016

Fault estimation and active fault tolerant control for servo systems.

Fumin Guo, Xuemei Ren

Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2016

Fault detection for quantized feedback systems with actuator faults.

Fumin Guo, Xuemei Ren, Tianyi Zeng, Zhijun Li, Cunwu Han

Proceedings of the 2016 American Control Conference, 2016

2015

Globally optimal co-segmentation of three-dimensional pulmonary ¹H and hyperpolarized ³He MRI with spatial consistence prior.

Fumin Guo, Jing Yuan, Martin Rajchl, Sarah Svenningsen, Dante P. I. Capaldi, Khadija Sheikh, Aaron Fenster, Grace Parraga

Medical Image Anal., 2015

Robust fault detection for uncertain discrete-time systems subject to signal-to-noise ratio constrained channels.

Fumin Guo, Xuemei Ren, Zhijun Li, Cunwu Han

J. Frankl. Inst., 2015

Automated pulmonary lobar ventilation measurements using volume-matched thoracic CT and MRI.

Fumin Guo, Sarah Svenningsen, Emma Bluemke, Martin Rajchl, Jing Yuan, Aaron Fenster, Grace Parraga

Proceedings of the Medical Imaging 2015: Biomedical Applications in Molecular, 2015

2014

3D Prostate TRUS Segmentation Using Globally Optimized Volume-Preserving Prior.

Wu Qiu, Martin Rajchl, Fumin Guo, Yue Sun, Eranga Ukwatta, Aaron Fenster, Jing Yuan

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014