David N. Firmin

Publication Activity (10 Years)

Years Active: 1995-2023
Publications (10 Years): 45

Top Topics

Fully Automatic

Top Venues

Medical Imaging: Image Processing

IEEE J. Biomed. Health Informatics

Publications

Xiaodan Xing, Javier Del Ser, Yinzhe Wu, Yang Li, Jun Xia, Lei Xu, David N. Firmin, Peter Gatehouse, Guang Yang
HDL: Hybrid Deep Learning for the Synthesis of Myocardial Velocity Maps in Digital Twins for Cardiac Analysis. IEEE J. Biomed. Health Informatics 27 (10) (2023)
Xiaodan Xing, Yinzhe Wu, David N. Firmin, Peter Gatehouse, Guang Yang
Synthetic velocity mapping cardiac MRI coupled with automated left ventricle segmentation. Medical Imaging: Image Processing (2022)
Jun Chen, Guang Yang, Habib Khan, Heye Zhang, Yanping Zhang, Shu Zhao, Raad Mohiaddin, Tom Wong, David N. Firmin, Jennifer Keegan
JAS-GAN: Generative Adversarial Network Based Joint Atrium and Scar Segmentations on Unbalanced Atrial Targets. IEEE J. Biomed. Health Informatics 26 (1) (2022)
Xiaodan Xing, Javier Del Ser, Yinzhe Wu, Yang Li, Jun Xia, Lei Xu, David N. Firmin, Peter Gatehouse, Guang Yang
HDL: Hybrid Deep Learning for the Synthesis of Myocardial Velocity Maps in Digital Twins for Cardiac Analysis. CoRR (2022)
Jun Chen, Heye Zhang, Raad Mohiaddin, Tom Wong, David N. Firmin, Jennifer Keegan, Guang Yang
Adaptive Hierarchical Dual Consistency for Semi-Supervised Left Atrium Segmentation on Cross-Domain Data. IEEE Trans. Medical Imaging 41 (2) (2022)
Yutong Chen, Carola-Bibiane Schönlieb, Pietro Liò, Tim Leiner, Pier Luigi Dragotti, Ge Wang, Daniel Rueckert, David N. Firmin, Guang Yang
AI-Based Reconstruction for Fast MRI - A Systematic Review and Meta-Analysis. Proc. IEEE 110 (2) (2022)
Guang Yang, Heye Zhang, David N. Firmin, Shuo Li
Recent advances in artificial intelligence for cardiac imaging. Comput. Medical Imaging Graph. 90 (2021)
Yinzhe Wu, Suzan Hatipoglu, Diego Alonso-Álvarez, Peter Gatehouse, David N. Firmin, Jennifer Keegan, Guang Yang
Automated multi-channel segmentation for the 4D myocardial velocity mapping cardiac MR. Medical Imaging: Computer-Aided Diagnosis (2021)
Jun Chen, Heye Zhang, Raad Mohiaddin, Tom Wong, David N. Firmin, Jennifer Keegan, Guang Yang
Adaptive Hierarchical Dual Consistency for Semi-Supervised Left Atrium Segmentation on Cross-Domain Data. CoRR (2021)
Mengmeng Kuang, Yinzhe Wu, Diego Alonso-Álvarez, David N. Firmin, Jennifer Keegan, Peter Gatehouse, Guang Yang
Three-Dimensional Embedded Attentive RNN (3D-EAR) Segmentor for Left Ventricle Delineation from Myocardial Velocity Mapping. FIMH (2021)
Yutong Chen, Carola-Bibiane Schönlieb, Pietro Liò, Tim Leiner, Pier Luigi Dragotti, Gerald Wang, Daniel Rueckert, David N. Firmin, Guang Yang
AI-based Reconstruction for Fast MRI - A Systematic Review and Meta-analysis. CoRR (2021)
Xiaodan Xing, Yinzhe Wu, David N. Firmin, Peter Gatehouse, Guang Yang
Synthetic Velocity Mapping Cardiac MRI Coupled with Automated Left Ventricle Segmentation. CoRR (2021)
Mengmeng Kuang, Yinzhe Wu, Diego Alonso-Álvarez, David N. Firmin, Jennifer Keegan, Peter Gatehouse, Guang Yang
Three-Dimensional Embedded Attentive RNN (3D-EAR) Segmentor for Left Ventricle Delineation from Myocardial Velocity Mapping. CoRR (2021)
Jun Chen, Guang Yang, Habib Khan, Heye Zhang, Yanping Zhang, Shu Zhao, Raad Mohiaddin, Tom Wong, David N. Firmin, Jennifer Keegan
JAS-GAN: Generative Adversarial Network Based Joint Atrium and Scar Segmentations on Unbalanced Atrial Targets. CoRR (2021)
Yinzhe Wu, Zeyu Tang, Binghuan Li, David N. Firmin, Guang Yang
Recent Advances in Fibrosis and Scar Segmentation from Cardiac MRI: A State-of-the-Art Review and Future Perspectives. CoRR (2021)
Lei Li, Fuping Wu, Guang Yang, Lingchao Xu, Tom Wong, Raad Mohiaddin, David N. Firmin, Jennifer Keegan, Xiahai Zhuang
Atrial scar quantification via multi-scale CNN in the graph-cuts framework. Medical Image Anal. 60 (2020)
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
Simultaneous Left Atrium Anatomy and Scar Segmentations via Deep Learning in Multiview Information with Attention. CoRR (2020)
Yinzhe Wu, Suzan Hatipoglu, Diego Alonso-Álvarez, Peter Gatehouse, David N. Firmin, Jennifer Keegan, Guang Yang
Automated Multi-Channel Segmentation for the 4D Myocardial Velocity Mapping Cardiac MR. CoRR (2020)
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
Simultaneous left atrium anatomy and scar segmentations via deep learning in multiview information with attention. Future Gener. Comput. Syst. 107 (2020)
Jun Chen, Heye Zhang, Yanping Zhang, Shu Zhao, Raad Mohiaddin, Tom Wong, David N. Firmin, Guang Yang, Jennifer Keegan
Discriminative Consistent Domain Generation for Semi-supervised Learning. MICCAI (2) (2019)
Jun Chen, Heye Zhang, Yanping Zhang, Shu Zhao, Raad Mohiaddin, Tom Wong, David N. Firmin, Guang Yang, Jennifer Keegan
Discriminative Consistent Domain Generation for Semi-supervised Learning. CoRR (2019)
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
Evaluation of Algorithms for Multi-Modality Whole Heart Segmentation: An Open-Access Grand Challenge. CoRR (2019)
Lei Li, Fuping Wu, Guang Yang, Lingchao Xu, Tom Wong, Raad Mohiaddin, David N. Firmin, Jennifer Keegan, Xiahai Zhuang
Atrial Scar Quantification via Multi-scale CNN in the Graph-cuts Framework. CoRR (2019)
Lei Li, Fuping Wu, Guang Yang, Tom Wong, Raad Mohiaddin, David N. Firmin, Jenny Keegan, Lingchao Xu, Xiahai Zhuang
Atrial scars segmentation via potential learning in the graph-cuts framework. CoRR (2018)
Fuping Wu, Lei Li, Guang Yang, Tom Wong, Raad Mohiaddin, David N. Firmin, Jennifer Keegan, Lingchao Xu, Xiahai Zhuang
Atrial Fibrosis Quantification Based on Maximum Likelihood Estimator of Multivariate Images. MICCAI (4) (2018)
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
Adversarial and Perceptual Refinement for Compressed Sensing MRI Reconstruction. MICCAI (1) (2018)
Jo Schlemper, Guang Yang, Pedro Ferreira, Andrew Scott, Laura-Ann McGill, Zohya Khalique, Margarita Gorodezky, Malte Roehl, Jennifer Keegan, Dudley Pennell, David N. Firmin, Daniel Rueckert
Stochastic Deep Compressive Sensing for the Reconstruction of Diffusion Tensor Cardiac MRI. CoRR (2018)
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
DAGAN: Deep De-Aliasing Generative Adversarial Networks for Fast Compressed Sensing MRI Reconstruction. IEEE Trans. Medical Imaging 37 (6) (2018)
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
Multiview Two-Task Recursive Attention Model for Left Atrium and Atrial Scars Segmentation. MICCAI (2) (2018)
Fuping Wu, Lei Li, Guang Yang, Tom Wong, Raad Mohiaddin, David N. Firmin, Jennifer Keegan, Lingchao Xu, Xiahai Zhuang
Atrial fibrosis quantification based on maximum likelihood estimator of multivariate images. CoRR (2018)
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
Multiview Two-Task Recursive Attention Model for Left Atrium and Atrial Scars Segmentation. CoRR (2018)
Lei Li, Guang Yang, Fuping Wu, Tom Wong, Raad Mohiaddin, David N. Firmin, Jenny Keegan, Lingchao Xu, Xiahai Zhuang
Atrial Scar Segmentation via Potential Learning in the Graph-Cut Framework. STACOM@MICCAI (2018)
Christina Koutsoumpa, Jennifer Keegan, David N. Firmin, Guang-Zhong Yang, Duncan Gillies
Translational Motion Compensation for Soft Tissue Velocity Images. CoRR (2018)
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
Adversarial and Perceptual Refinement for Compressed Sensing MRI Reconstruction. CoRR (2018)
Jo Schlemper, Guang Yang, Pedro Ferreira, Andrew Scott, Laura-Ann McGill, Zohya Khalique, Margarita Gorodezky, Malte Roehl, Jennifer Keegan, Dudley Pennell, David N. Firmin, Daniel Rueckert
Stochastic Deep Compressive Sensing for the Reconstruction of Diffusion Tensor Cardiac MRI. MICCAI (1) (2018)
Guang Yang, Jun Chen, Zhifan Gao, Heye Zhang, Hao Ni, Elsa D. Angelini, Raad Mohiaddin, Tom Wong, Jennifer Keegan, David N. Firmin
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 (2018)
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
Fully Automatic Segmentation and Objective Assessment of Atrial Scars for Longstanding Persistent Atrial Fibrillation Patients Using Late Gadolinium-Enhanced MRI. CoRR (2017)
Guang Yang, Xiahai Zhuang, Habib Khan, Shouvik Haldar, Eva Nyktari, Xujiong Ye, Gregory G. Slabaugh, Tom Wong, Raad Mohiaddin, Jennifer Keegan, David N. Firmin
A fully automatic deep learning method for atrial scarring segmentation from late gadolinium-enhanced MRI images. ISBI (2017)
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
Multi-atlas propagation based left atrium segmentation coupled with super-voxel based pulmonary veins delineation in late gadolinium-enhanced cardiac MRI. Medical Imaging: Image Processing (2017)
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
Differentiation of pre-ablation and post-ablation late gadolinium-enhanced cardiac MRI scans of longstanding persistent atrial fibrillation patients. Medical Imaging: Computer-Aided Diagnosis (2017)
Guang Yang, Xiahai Zhuang, Habib Khan, Shouvik Haldar, Eva Nyktari, Xujiong Ye, Gregory G. Slabaugh, Tom Wong, Raad Mohiaddin, Jennifer Keegan, David N. Firmin
Segmenting Atrial Fibrosis from Late Gadolinium-Enhanced Cardiac MRI by Deep-Learned Features with Stacked Sparse Auto-Encoders. MIUA (2017)
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
Deep De-Aliasing for Fast Compressive Sensing MRI. CoRR (2017)
Guang Yang, Xujiong Ye, Greg G. Slabaugh, Jennifer Keegan, Raad Mohiaddin, David N. Firmin
Combined self-learning based single-image super-resolution and dual-tree complex wavelet transform denoising for medical images. Medical Imaging: Image Processing (2016)
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
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 (2016)
Guang Yang, Xujiong Ye, Greg G. Slabaugh, Jennifer Keegan, Raad Mohiaddin, David N. Firmin
Super-Resolved Enhancement of a Single Image and Its Application in Cardiac MRI. ICISP (2016)
Christina Koutsoumpa, Robin Simpson, Jennifer Keegan, David N. Firmin, Guang-Zhong Yang
Restoration of Phase-Contrast Cardiovascular MRI for the Construction of Cardiac Contractility Atlases. STACOM (2014)
Andrew Huntbatch, Su-Lin Lee, David N. Firmin, Guang-Zhong Yang
Bayesian Motion Recovery Framework for Myocardial Phase-Contrast Velocity MRI. MICCAI (2) (2008)
Andrew W. Dowsey, Jennifer Keegan, Mirna Lerotic, Simon A. Thom, David N. Firmin, Guang-Zhong Yang
Motion-compensated MR valve imaging with COMB tag tracking and super-resolution enhancement. Medical Image Anal. 11 (5) (2007)
Andrew W. Dowsey, Jennifer Keegan, Mirna Lerotic, Simon A. Thom, David N. Firmin, Guang-Zhong Yang
Motion-Compensated MR Valve Imaging with COMB Tag Tracking and Super-Resolution Enhancement. MICCAI (2) (2006)
Robert D. Merrifield, Quan Long, X. Y. Xu, Philip J. Kilner, David N. Firmin, Guang-Zhong Yang
Combined CFD/MRI Analysis of Left Ventricular Flow. MIAR (2004)
Nicholas A. Ablitt, Jianxin Gao, Jennifer Keegan, Lars Stegger, David N. Firmin, Guang-Zhong Yang
Predictive cardiac motion modeling and correction with partial least squares regression. IEEE Trans. Medical Imaging 23 (10) (2004)
Nicholas A. Ablitt, Jianxin Gao, Lars Stegger, Jennifer Keegan, David N. Firmin, Guang-Zhong Yang
Predictive cardiac motion modelling and correction. CARS (2003)
Jennifer Keegan, Peter Gatehouse, Guang-Zhong Yang, David N. Firmin
Subject-specific Motion Correction Factors for Magnetic Resonance Coronary Angiography. MIAR (2001)
Jennifer Keegan, Peter Gatehouse, Permi Jhooti, David N. Firmin, Guang-Zhong Yang
Flow and Motion: Implications on Cardiac MR. MIAR (2001)
Sharmeen Masood, G. N. Estcourt, Guang-Zhong Yang, Peter Gatehouse, David N. Firmin
Virtual Tagging for Analysing Cardiac Deformation. MIAR (2001)
Robert D. Merrifield, Jennifer Keegan, David N. Firmin, Guang-Zhong Yang
A Novel Imaging Strategy for Structural Segmentation of the Left Ventricle. MIAR (2001)
Guang-Zhong Yang, Peter Burger, Jonathan Panting, Peter Gatehouse, Daniel Rueckert, Dudley Pennell, David N. Firmin
Motion and deformation tracking for short-axis echo-planar myocardial perfusion imaging. Medical Image Anal. 2 (3) (1998)
Guang-Zhong Yang, Peter Burger, David N. Firmin, S. R. Underwood
Structure adaptive anisotropic image filtering. Image Vis. Comput. 14 (2) (1996)
Guang-Zhong Yang, Peter Burger, David N. Firmin, S. R. Underwood
Structure Adaptive Anisotropic Filtering for Magnetic Resonance Image Enhancement. CAIP (1995)