Fumin Guo

38 papers A* 1B 2C 1Journal 22Unranked 12
YearRankTypeTitle / Venue / Authors
2026 A* conf
DFMN: A Dual-feet Matching Network with Hybrid Transformer-based Feature Extractor for Unsupervised Deformable Medical Image Registration.
AAAI
Liwen Li, Xinrui Guo, Wentao Guo, Shunqi Yang, Fumin Guo
2025 — conf
Context-Aware Heterogeneous Graph Interactive Learning for Document-Level Event Extraction.
ADMA (2)
Yang Liu, Fumin Guo, Cheng Hu, Fangfang Yuan, Cong Cao, Lei Zhang
2025 — conf
Motion Decomposition and Component-Wise Adaptive Learning for Cardiac Motion Estimation.
BIBM
Liwen Li, Xinrui Guo, Wentao Guo, Fumin Guo
2025 — conf
Unsupervised MRI Reconstruction via a Parallel Unrolled Framework with Cross-Domain Interaction.
BIBM
Xinrui Guo, Liwen Li, Xinyi Wang, Wentao Guo, Fumin Guo
2024 — conf
Dynamic Cardiac MRI Reconstruction via Separate Optimization of K-Space and Hybrid-Domian Spatial-Temporal Feature Fusion.
CMRxRecon/MBAS/STACOM@MICCAI
Xinrui Guo, Liwen Li, Fumin Guo
2024 J jnl
Encoding Enhanced Complex CNN for Accurate and Highly Accelerated MRI.
IEEE Trans. Medical Imaging
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
2024 J jnl
Enhanced Self-supervised Learning for Multi-modality MRI Segmentation and Classification: A Novel Approach Avoiding Model Collapse.
CoRR
Linxuan Han, Sa Xiao, Zimeng Li, Haidong Li, Xiuchao Zhao, Fumin Guo, Yeqing Han, Xin Zhou
2024 J jnl
MRI Accurately Visualizes RF Ablation Delivery Targeted to MRI-Defined Arrhythmia Substrates in the Left Ventricle.
IEEE Trans. Biomed. Eng.
Philippa Krahn, Terenz Escartin, Sheldon M. Singh, Jennifer Barry, Melissa Larsen, Fumin Guo, Mihaela Pop, Graham A. Wright
2023 J jnl
Encoding Enhanced Complex CNN for Accurate and Highly Accelerated MRI.
CoRR
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
2023 J jnl
Estimating Uncertainty in Neural Networks for Cardiac MRI Segmentation: A Benchmark Study.
IEEE Trans. Biomed. Eng.
Matthew Ng, Fumin Guo, Labonny Biswas, Steffen E. Petersen, Stefan K. Piechnik, Stefan Neubauer, Graham A. Wright
2023 J jnl
Isokinetic Rehabilitation Trajectory Planning of an Upper Extremity Exoskeleton Rehabilitation Robot Based on a Multistrategy Improved Whale Optimization Algorithm.
Symmetry
Fumin Guo, Hua Zhang, Yilu Xu, Genliang Xiong, Cheng Zeng
2022 J jnl
Cardiac MRI segmentation with sparse annotations: Ensembling deep learning uncertainty and shape priors.
Medical Image Anal.
Fumin Guo, Matthew Ng, Grey Kuling, Graham A. Wright
2021 — conf
Cardiac MRI Left Ventricular Segmentation and Function Quantification Using Pre-trained Neural Networks.
FIMH
Fumin Guo, Matthew Ng, Idan Roifman, Graham A. Wright
2021 J jnl
Deep Learning-Based Measurement of Total Plaque Area in B-Mode Ultrasound Images.
IEEE J. Biomed. Health Informatics
Ran Zhou, Fumin Guo, M. Reza Azarpazhooh, Samineh Hashemi, Xinyao Cheng, John David Spence, Mingyue Ding, Aaron Fenster
2021 J jnl
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
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
2021 J jnl
Ultra-short echo-time magnetic resonance imaging lung segmentation with under-Annotations and domain shift.
Medical Image Anal.
Fumin Guo, Dante P. I. Capaldi, David G. McCormack, Aaron Fenster, Grace Parraga
2020 J jnl
A Voxel-Based Fully Convolution Network and Continuous Max-Flow for Carotid Vessel-Wall-Volume Segmentation From 3D Ultrasound Images.
IEEE Trans. Medical Imaging
Ran Zhou, Fumin Guo, M. Reza Azarpazhooh, John David Spence, Eranga Ukwatta, Mingyue Ding, Aaron Fenster
2020 B conf
Cardiac cine MRI left ventricle segmentation combining deep learning and graphical models.
Image Processing
Fumin Guo, Matthew Ng, Graham A. Wright
2020 J jnl
Estimating Uncertainty in Neural Networks for Cardiac MRI Segmentation: A Benchmark Study.
CoRR
Matthew Ng, Fumin Guo, Labonny Biswas, Steffen E. Petersen, Stefan K. Piechnik, Stefan Neubauer, Graham A. Wright
2020 J jnl
Improving cardiac MRI convolutional neural network segmentation on small training datasets and dataset shift: A continuous kernel cut approach.
Medical Image Anal.
Fumin Guo, Matthew Ng, Maged Goubran, Steffen E. Petersen, Stefan K. Piechnik, Stefan Neubauer, Graham A. Wright
2019 B conf
Fourier decomposition free-breathing H MRI perfusion maps in asthma.
Image Processing
Alexander M. Matheson, Dante P. I. Capaldi, Fumin Guo, Rachel L. Eddy, David G. McCormack, Grace Parraga
2019 J jnl
Improved Transductive Support Vector Machine for a Small Labelled Set in Motor Imagery-Based Brain-Computer Interface.
Comput. Intell. Neurosci.
Yilu Xu, Jing Hua, Hua Zhang, Ronghua Hu, Xin Huang, Jizhong Liu, Fumin Guo
2019 — conf
Pipeline to Build and Test Robust 3D T1 Mapping-Based Heart Models for EP Interventions: Preliminary Results.
FIMH
Mengyuan Li, Maxime Sermesant, Sebastian Ferguson, Fumin Guo, Jennifer Barry, Xiuling Qi, Peter Lin, Matthew Ng, Graham A. Wright, Mihaela Pop
2019 J jnl
Transfer Learning Based on Regularized Common Spatial Patterns Using Cosine Similarities of Spatial Filters for Motor-Imagery BCI.
J. Circuits Syst. Comput.
Yilu Xu, Qingguo Wei, Hua Zhang, Ronghua Hu, Jizhong Liu, Jing Hua, Fumin Guo
2018 — conf
Cardiac MRI Left Ventricle Segmentation and Quantification: A Framework Combining U-Net and Continuous Max-Flow.
STACOM@MICCAI
Fumin Guo, Matthew Ng, Graham A. Wright
2018 — conf
Cine and Multicontrast Late Enhanced MRI Registration for 3D Heart Model Construction.
STACOM@MICCAI
Fumin Guo, Mengyuan Li, Matthew Ng, Graham A. Wright, Mihaela Pop
2018 J jnl
Direct Arrhythmia Classification from Compressive ECG Signals in Wearable Health Monitoring System.
J. Circuits Syst. Comput.
Jing Hua, Hua Zhang, Jizhong Liu, Yilu Xu, Fumin Guo
2018 J jnl
Modified multi-innovation stochastic gradient algorithm for Wiener-Hammerstein systems with backlash.
J. Frankl. Inst.
Linwei Li, Xuemei Ren, Fumin Guo
2017 J jnl
Fault Detection for Singular Discrete-Time Linear Systems with Signal-to-Noise Ratio Constrained Channels.
Circuits Syst. Signal Process.
Fumin Guo, Xuemei Ren, Zhijun Li, Cunwu Han
2017 J jnl
Fault detection for linear discrete-time systems with output quantisation.
Int. J. Control
Fumin Guo, Xuemei Ren, Zhijun Li, Cunwu Han
2017 — conf
Registration pipeline for pulmonary free-breathing 1H MRI ventilation measurements.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Fumin Guo, Dante P. I. Capaldi, Robert Di Cesare, Aaron Fenster, Grace Parraga
2016 J jnl
Fault detection for discrete-time Lipschitz nonlinear systems with signal-to-noise ratio constrained channels.
Neurocomputing
Fumin Guo, Xuemei Ren, Zhijun Li, Cunwu Han
2016 C conf
Fault detection for quantized feedback systems with actuator faults.
ACC
Fumin Guo, Xuemei Ren, Tianyi Zeng, Zhijun Li, Cunwu Han
2016 — conf
Fault estimation and active fault tolerant control for servo systems.
RCAR
Fumin Guo, Xuemei Ren
2015 — conf
Automated pulmonary lobar ventilation measurements using volume-matched thoracic CT and MRI.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Fumin Guo, Sarah Svenningsen, Emma Bluemke, Martin Rajchl, Jing Yuan, Aaron Fenster, Grace Parraga
2015 J jnl
Globally optimal co-segmentation of three-dimensional pulmonary
Medical Image Anal.
Fumin Guo, Jing Yuan, Martin Rajchl, Sarah Svenningsen, Dante P. I. Capaldi, Khadija Sheikh, Aaron Fenster, Grace Parraga
2015 J jnl
Robust fault detection for uncertain discrete-time systems subject to signal-to-noise ratio constrained channels.
J. Frankl. Inst.
Fumin Guo, Xuemei Ren, Zhijun Li, Cunwu Han
2014 — conf
3D Prostate TRUS Segmentation Using Globally Optimized Volume-Preserving Prior.
MICCAI (1)
Wu Qiu, Martin Rajchl, Fumin Guo, Yue Sun, Eranga Ukwatta, Aaron Fenster, Jing Yuan