David N. Firmin

59 papers B 3C 2Journal 32Unranked 22

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	HDL: Hybrid Deep Learning for the Synthesis of Myocardial Velocity Maps in Digital Twins for Cardiac Analysis. IEEE J. Biomed. Health Informatics Xiaodan Xing, Javier Del Ser, Yinzhe Wu, Yang Li, Jun Xia, Lei Xu, David N. Firmin, Peter Gatehouse, Guang Yang
2022	J	`jnl`	AI-Based Reconstruction for Fast MRI - A Systematic Review and Meta-Analysis. Proc. IEEE Yutong Chen, Carola-Bibiane Schönlieb, Pietro Liò, Tim Leiner, Pier Luigi Dragotti, Ge Wang, Daniel Rueckert, David N. Firmin, Guang Yang
2022	J	`jnl`	Adaptive Hierarchical Dual Consistency for Semi-Supervised Left Atrium Segmentation on Cross-Domain Data. IEEE Trans. Medical Imaging Jun Chen, Heye Zhang, Raad Mohiaddin, Tom Wong, David N. Firmin, Jennifer Keegan, Guang Yang
2022	J	`jnl`	HDL: Hybrid Deep Learning for the Synthesis of Myocardial Velocity Maps in Digital Twins for Cardiac Analysis. CoRR Xiaodan Xing, Javier Del Ser, Yinzhe Wu, Yang Li, Jun Xia, Lei Xu, David N. Firmin, Peter Gatehouse, Guang Yang
2022	J	`jnl`	JAS-GAN: Generative Adversarial Network Based Joint Atrium and Scar Segmentations on Unbalanced Atrial Targets. IEEE J. Biomed. Health Informatics Jun Chen, Guang Yang, Habib Khan, Heye Zhang, Yanping Zhang, Shu Zhao, Raad Mohiaddin, Tom Wong, David N. Firmin, Jennifer Keegan
2022	B	`conf`	Synthetic velocity mapping cardiac MRI coupled with automated left ventricle segmentation. Image Processing Xiaodan Xing, Yinzhe Wu, David N. Firmin, Peter Gatehouse, Guang Yang
2021	J	`jnl`	AI-based Reconstruction for Fast MRI - A Systematic Review and Meta-analysis. CoRR Yutong Chen, Carola-Bibiane Schönlieb, Pietro Liò, Tim Leiner, Pier Luigi Dragotti, Gerald Wang, Daniel Rueckert, David N. Firmin, Guang Yang
2021	J	`jnl`	Adaptive Hierarchical Dual Consistency for Semi-Supervised Left Atrium Segmentation on Cross-Domain Data. CoRR Jun Chen, Heye Zhang, Raad Mohiaddin, Tom Wong, David N. Firmin, Jennifer Keegan, Guang Yang
2021	—	`conf`	Automated multi-channel segmentation for the 4D myocardial velocity mapping cardiac MR. Computer-Aided Diagnosis Yinzhe Wu, Suzan Hatipoglu, Diego Alonso-Álvarez, Peter Gatehouse, David N. Firmin, Jennifer Keegan, Guang Yang
2021	J	`jnl`	JAS-GAN: Generative Adversarial Network Based Joint Atrium and Scar Segmentations on Unbalanced Atrial Targets. CoRR Jun Chen, Guang Yang, Habib Khan, Heye Zhang, Yanping Zhang, Shu Zhao, Raad Mohiaddin, Tom Wong, David N. Firmin, Jennifer Keegan
2021	J	`jnl`	Recent Advances in Fibrosis and Scar Segmentation from Cardiac MRI: A State-of-the-Art Review and Future Perspectives. CoRR Yinzhe Wu, Zeyu Tang, Binghuan Li, David N. Firmin, Guang Yang
2021	J	`jnl`	Recent advances in artificial intelligence for cardiac imaging. Comput. Medical Imaging Graph. Guang Yang, Heye Zhang, David N. Firmin, Shuo Li
2021	J	`jnl`	Synthetic Velocity Mapping Cardiac MRI Coupled with Automated Left Ventricle Segmentation. CoRR Xiaodan Xing, Yinzhe Wu, David N. Firmin, Peter Gatehouse, Guang Yang
2021	—	`conf`	Three-Dimensional Embedded Attentive RNN (3D-EAR) Segmentor for Left Ventricle Delineation from Myocardial Velocity Mapping. FIMH Mengmeng Kuang, Yinzhe Wu, Diego Alonso-Álvarez, David N. Firmin, Jennifer Keegan, Peter Gatehouse, Guang Yang
2021	J	`jnl`	Three-Dimensional Embedded Attentive RNN (3D-EAR) Segmentor for Left Ventricle Delineation from Myocardial Velocity Mapping. CoRR Mengmeng Kuang, Yinzhe Wu, Diego Alonso-Álvarez, David N. Firmin, Jennifer Keegan, Peter Gatehouse, Guang Yang
2020	J	`jnl`	Atrial scar quantification via multi-scale CNN in the graph-cuts framework. Medical Image Anal. Lei Li, Fuping Wu, Guang Yang, Lingchao Xu, Tom Wong, Raad Mohiaddin, David N. Firmin, Jennifer Keegan, Xiahai Zhuang
2020	J	`jnl`	Automated Multi-Channel Segmentation for the 4D Myocardial Velocity Mapping Cardiac MR. CoRR Yinzhe Wu, Suzan Hatipoglu, Diego Alonso-Álvarez, Peter Gatehouse, David N. Firmin, Jennifer Keegan, Guang Yang
2020	J	`jnl`	Simultaneous Left Atrium Anatomy and Scar Segmentations via Deep Learning in Multiview Information with Attention. CoRR Guang Yang, Jun Chen, Zhifan Gao, Shuo Li, Hao Ni, Elsa D. Angelini, Tom Wong, Raad Mohiaddin, Eva Nyktari, Ricardo Wage, Lei Xu, Yanping Zhang, Xiuquan Du, Heye Zhang, David N. Firmin, Jennifer Keegan
2020	J	`jnl`	Simultaneous left atrium anatomy and scar segmentations via deep learning in multiview information with attention. Future Gener. Comput. Syst. Guang Yang, Jun Chen, Zhifan Gao, Shuo Li, Hao Ni, Elsa D. Angelini, Tom Wong, Raad Mohiaddin, Eva Nyktari, Ricardo Wage, Lei Xu, Yanping Zhang, Xiuquan Du, Heye Zhang, David N. Firmin, Jennifer Keegan
2019	J	`jnl`	Atrial Scar Quantification via Multi-scale CNN in the Graph-cuts Framework. CoRR Lei Li, Fuping Wu, Guang Yang, Lingchao Xu, Tom Wong, Raad Mohiaddin, David N. Firmin, Jennifer Keegan, Xiahai Zhuang
2019	—	`conf`	Discriminative Consistent Domain Generation for Semi-supervised Learning. MICCAI (2) Jun Chen, Heye Zhang, Yanping Zhang, Shu Zhao, Raad Mohiaddin, Tom Wong, David N. Firmin, Guang Yang, Jennifer Keegan
2019	J	`jnl`	Discriminative Consistent Domain Generation for Semi-supervised Learning. CoRR Jun Chen, Heye Zhang, Yanping Zhang, Shu Zhao, Raad Mohiaddin, Tom Wong, David N. Firmin, Guang Yang, Jennifer Keegan
2019	J	`jnl`	Evaluation of Algorithms for Multi-Modality Whole Heart Segmentation: An Open-Access Grand Challenge. CoRR Xiahai Zhuang, Lei Li, Christian Payer, Darko Stern, Martin Urschler, Mattias P. Heinrich, Julien Oster, Chunliang Wang, Örjan Smedby, Cheng Bian, Xin Yang, Pheng-Ann Heng, Aliasghar Mortazi, Ulas Bagci, Guanyu Yang, Chenchen Sun, Gaetan Galisot, Jean-Yves Ramel, Thierry Brouard, Qianqian Tong, Weixin Si, Xiangyun Liao, Guodong Zeng, Zenglin Shi, Guoyan Zheng, Chengjia Wang, Tom J. MacGillivray, David E. Newby, Kawal S. Rhode, Sébastien Ourselin, Raad Mohiaddin, Jennifer Keegan, David N. Firmin, Guang Yang
2018	—	`conf`	Adversarial and Perceptual Refinement for Compressed Sensing MRI Reconstruction. MICCAI (1) Maximilian Seitzer, Guang Yang, Jo Schlemper, Ozan Oktay, Tobias Würfl, Vincent Christlein, Tom Wong, Raad Mohiaddin, David N. Firmin, Jennifer Keegan, Daniel Rueckert, Andreas K. Maier
2018	J	`jnl`	Adversarial and Perceptual Refinement for Compressed Sensing MRI Reconstruction. CoRR Maximilian Seitzer, Guang Yang, Jo Schlemper, Ozan Oktay, Tobias Würfl, Vincent Christlein, Tom Wong, Raad Mohiaddin, David N. Firmin, Jennifer Keegan, Daniel Rueckert, Andreas K. Maier
2018	—	`conf`	Atrial Fibrosis Quantification Based on Maximum Likelihood Estimator of Multivariate Images. MICCAI (4) Fuping Wu, Lei Li, Guang Yang, Tom Wong, Raad Mohiaddin, David N. Firmin, Jennifer Keegan, Lingchao Xu, Xiahai Zhuang
2018	—	`conf`	Atrial Scar Segmentation via Potential Learning in the Graph-Cut Framework. STACOM@MICCAI Lei Li, Guang Yang, Fuping Wu, Tom Wong, Raad Mohiaddin, David N. Firmin, Jenny Keegan, Lingchao Xu, Xiahai Zhuang
2018	J	`jnl`	Atrial fibrosis quantification based on maximum likelihood estimator of multivariate images. CoRR Fuping Wu, Lei Li, Guang Yang, Tom Wong, Raad Mohiaddin, David N. Firmin, Jennifer Keegan, Lingchao Xu, Xiahai Zhuang
2018	J	`jnl`	Atrial scars segmentation via potential learning in the graph-cuts framework. CoRR Lei Li, Fuping Wu, Guang Yang, Tom Wong, Raad Mohiaddin, David N. Firmin, Jenny Keegan, Lingchao Xu, Xiahai Zhuang
2018	J	`jnl`	DAGAN: Deep De-Aliasing Generative Adversarial Networks for Fast Compressed Sensing MRI Reconstruction. IEEE Trans. Medical Imaging Guang Yang, Simiao Yu, Hao Dong, Gregory G. Slabaugh, Pier Luigi Dragotti, Xujiong Ye, Fangde Liu, Simon R. Arridge, Jennifer Keegan, Yike Guo, David N. Firmin
2018	—	`conf`	Multiview Sequential Learning and Dilated Residual Learning for a Fully Automatic Delineation of the Left Atrium and Pulmonary Veins from Late Gadolinium-Enhanced Cardiac MRI Images. EMBC Guang Yang, Jun Chen, Zhifan Gao, Heye Zhang, Hao Ni, Elsa D. Angelini, Raad Mohiaddin, Tom Wong, Jennifer Keegan, David N. Firmin
2018	—	`conf`	Multiview Two-Task Recursive Attention Model for Left Atrium and Atrial Scars Segmentation. MICCAI (2) Jun Chen, Guang Yang, Zhifan Gao, Hao Ni, Elsa D. Angelini, Raad Mohiaddin, Tom Wong, Yanping Zhang, Xiuquan Du, Heye Zhang, Jennifer Keegan, David N. Firmin
2018	J	`jnl`	Multiview Two-Task Recursive Attention Model for Left Atrium and Atrial Scars Segmentation. CoRR Jun Chen, Guang Yang, Zhifan Gao, Hao Ni, Elsa D. Angelini, Raad Mohiaddin, Tom Wong, Yanping Zhang, Xiuquan Du, Heye Zhang, Jennifer Keegan, David N. Firmin
2018	—	`conf`	Stochastic Deep Compressive Sensing for the Reconstruction of Diffusion Tensor Cardiac MRI. MICCAI (1) Jo Schlemper, Guang Yang, Pedro F. Ferreira, Andrew D. Scott, Laura-Ann McGill, Zohya Khalique, Margarita Gorodezky, Malte Roehl, Jennifer Keegan, Dudley Pennell, David N. Firmin, Daniel Rueckert
2018	J	`jnl`	Stochastic Deep Compressive Sensing for the Reconstruction of Diffusion Tensor Cardiac MRI. CoRR Jo Schlemper, Guang Yang, Pedro F. Ferreira, Andrew D. Scott, Laura-Ann McGill, Zohya Khalique, Margarita Gorodezky, Malte Roehl, Jennifer Keegan, Dudley Pennell, David N. Firmin, Daniel Rueckert
2018	J	`jnl`	Translational Motion Compensation for Soft Tissue Velocity Images. CoRR Christina Koutsoumpa, Jennifer Keegan, David N. Firmin, Guang-Zhong Yang, Duncan Gillies
2017	—	`conf`	A fully automatic deep learning method for atrial scarring segmentation from late gadolinium-enhanced MRI images. ISBI Guang Yang, Xiahai Zhuang, Habib Khan, Shouvik Haldar, Eva Nyktari, Xujiong Ye, Gregory G. Slabaugh, Tom Wong, Raad Mohiaddin, Jennifer Keegan, David N. Firmin
2017	J	`jnl`	Deep De-Aliasing for Fast Compressive Sensing MRI. CoRR Simiao Yu, Hao Dong, Guang Yang, Greg G. Slabaugh, Pier Luigi Dragotti, Xujiong Ye, Fangde Liu, Simon R. Arridge, Jennifer Keegan, David N. Firmin, Yike Guo
2017	—	`conf`	Differentiation of pre-ablation and post-ablation late gadolinium-enhanced cardiac MRI scans of longstanding persistent atrial fibrillation patients. Computer-Aided Diagnosis Guang Yang, Xiahai Zhuang, Habib Khan, Shouvik Haldar, Eva Nyktari, Lei Li, Xujiong Ye, Gregory G. Slabaugh, Tom Wong, Raad Mohiaddin, Jennifer Keegan, David N. Firmin
2017	J	`jnl`	Fully Automatic Segmentation and Objective Assessment of Atrial Scars for Longstanding Persistent Atrial Fibrillation Patients Using Late Gadolinium-Enhanced MRI. CoRR Guang Yang, Xiahai Zhuang, Habib Khan, Shouvik Haldar, Eva Nyktari, Lei Li, Rick Wage, Xujiong Ye, Greg G. Slabaugh, Raad Mohiaddin, Tom Wong, Jennifer Keegan, David N. Firmin
2017	B	`conf`	Multi-atlas propagation based left atrium segmentation coupled with super-voxel based pulmonary veins delineation in late gadolinium-enhanced cardiac MRI. Image Processing Guang Yang, Xiahai Zhuang, Habib Khan, Shouvik Haldar, Eva Nyktari, Lei Li, Xujiong Ye, Greg G. Slabaugh, Tom Wong, Raad Mohiaddin, Jennifer Keegan, David N. Firmin
2017	—	`conf`	Segmenting Atrial Fibrosis from Late Gadolinium-Enhanced Cardiac MRI by Deep-Learned Features with Stacked Sparse Auto-Encoders. MIUA Guang Yang, Xiahai Zhuang, Habib Khan, Shouvik Haldar, Eva Nyktari, Xujiong Ye, Gregory G. Slabaugh, Tom Wong, Raad Mohiaddin, Jennifer Keegan, David N. Firmin
2016	B	`conf`	Combined self-learning based single-image super-resolution and dual-tree complex wavelet transform denoising for medical images. Image Processing Guang Yang, Xujiong Ye, Greg G. Slabaugh, Jennifer Keegan, Raad Mohiaddin, David N. Firmin
2016	—	`conf`	Fast Fully Automatic Segmentation of the Severely Abnormal Human Right Ventricle from Cardiovascular Magnetic Resonance Images Using a Multi-Scale 3D Convolutional Neural Network. SITIS Archontis Giannakidis, Konstantinos Kamnitsas, Veronica Spadotto, Jennifer Keegan, Gillian Smith, Ben Glocker, Daniel Rueckert, Sabine Ernst, Michael A. Gatzoulis, Dudley J. Pennell, Sonya Babu-Narayan, David N. Firmin
2016	C	`conf`	Super-Resolved Enhancement of a Single Image and Its Application in Cardiac MRI. ICISP Guang Yang, Xujiong Ye, Greg G. Slabaugh, Jennifer Keegan, Raad Mohiaddin, David N. Firmin
2014	—	`conf`	Restoration of Phase-Contrast Cardiovascular MRI for the Construction of Cardiac Contractility Atlases. STACOM Christina Koutsoumpa, Robin Simpson, Jennifer Keegan, David N. Firmin, Guang-Zhong Yang
2008	—	`conf`	Bayesian Motion Recovery Framework for Myocardial Phase-Contrast Velocity MRI. MICCAI (2) Andrew Huntbatch, Su-Lin Lee, David N. Firmin, Guang-Zhong Yang
2007	J	`jnl`	Motion-compensated MR valve imaging with COMB tag tracking and super-resolution enhancement. Medical Image Anal. Andrew W. Dowsey, Jennifer Keegan, Mirna Lerotic, Simon A. Thom, David N. Firmin, Guang-Zhong Yang
2006	—	`conf`	Motion-Compensated MR Valve Imaging with COMB Tag Tracking and Super-Resolution Enhancement. MICCAI (2) Andrew W. Dowsey, Jennifer Keegan, Mirna Lerotic, Simon A. Thom, David N. Firmin, Guang-Zhong Yang
2004	—	`conf`	Combined CFD/MRI Analysis of Left Ventricular Flow. MIAR Robert D. Merrifield, Quan Long, X. Y. Xu, Philip J. Kilner, David N. Firmin, Guang-Zhong Yang
2004	J	`jnl`	Predictive cardiac motion modeling and correction with partial least squares regression. IEEE Trans. Medical Imaging Nicholas A. Ablitt, Jianxin Gao, Jennifer Keegan, Lars Stegger, David N. Firmin, Guang-Zhong Yang
2003	—	`conf`	Predictive cardiac motion modelling and correction. CARS Nicholas A. Ablitt, Jianxin Gao, Lars Stegger, Jennifer Keegan, David N. Firmin, Guang-Zhong Yang
2001	—	`conf`	A Novel Imaging Strategy for Structural Segmentation of the Left Ventricle. MIAR Robert D. Merrifield, Jennifer Keegan, David N. Firmin, Guang-Zhong Yang
2001	—	`conf`	Flow and Motion: Implications on Cardiac MR. MIAR Jennifer Keegan, Peter Gatehouse, Permi Jhooti, David N. Firmin, Guang-Zhong Yang
2001	—	`conf`	Subject-specific Motion Correction Factors for Magnetic Resonance Coronary Angiography. MIAR Jennifer Keegan, Peter Gatehouse, Guang-Zhong Yang, David N. Firmin
2001	—	`conf`	Virtual Tagging for Analysing Cardiac Deformation. MIAR Sharmeen Masood, G. N. Estcourt, Guang-Zhong Yang, Peter Gatehouse, David N. Firmin
1998	J	`jnl`	Motion and deformation tracking for short-axis echo-planar myocardial perfusion imaging. Medical Image Anal. Guang-Zhong Yang, Peter Burger, Jonathan Panting, Peter Gatehouse, Daniel Rueckert, Dudley Pennell, David N. Firmin
1996	J	`jnl`	Structure adaptive anisotropic image filtering. Image Vis. Comput. Guang-Zhong Yang, Peter Burger, David N. Firmin, S. R. Underwood
1995	C	`conf`	Structure Adaptive Anisotropic Filtering for Magnetic Resonance Image Enhancement. CAIP Guang-Zhong Yang, Peter Burger, David N. Firmin, S. R. Underwood