David Firmin - Publications, H-index & Citations

David Firmin

ETH Zurich

73H指数

553论文数

2.2W被引数

收录论文 26

发表时间

HDL: Hybrid Deep Learning for the Synthesis of Myocardial Velocity Maps in Digital Twins for Cardiac Analysis

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2023-10-01

OAAI

Xing, Xiaodan; Del Ser, Javier; Wu, Yinzhe; Li, Yang; Xia, Jun; Xu, Lei; Firmin, David; Gatehouse, Peter; Yang, Guang

Accelerating Cardiac Diffusion Tensor Imaging With a U-Net Based Model: Toward Single Breath-Hold 使用基于u-net的模型加速心脏扩散张量成像: 单次屏气

JOURNAL OF MAGNETIC RESONANCE IMAGING

IF3.5

2022-04-22

OAAI

Ferreira, Pedro F.; Banerjee, Arjun; Scott, Andrew D.; Khalique, Zohya; Yang, Guang; Rajakulasingam, Ramyah; Dwornik, Maria; De Silva, Ranil; Pennell, Dudley J.; Firmin, David N.; Nielles-Vallespin, Sonia

Adaptive Hierarchical Dual Consistency for Semi-Supervised Left Atrium Segmentation on Cross-Domain Data

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2022-02-01

OAAI

Chen, Jun; Zhang, Heye; Mohiaddin, Raad; Wong, Tom; Firmin, David; Keegan, Jennifer; Yang, Guang

AI-Based Reconstruction for Fast MRI-A Systematic Review and Meta-Analysis 基于AI的快速MRI重建-系统评价和荟萃分析

PROCEEDINGS OF THE IEEE

IF25.9

2022-02-01

OAAI

Chen, Yutong; Schonlieb, Carola-Bibiane; Lio, Pietro; Leiner, Tim; Dragotti, Pier Luigi; Wang, Ge; Rueckert, Daniel; Firmin, David; Yang, Guang

Cardiovascular magnetic resonance predictors of heart failure in hypertrophic cardiomyopathy: the role of myocardial replacement fibrosis and the microcirculation

JOURNAL OF CARDIOVASCULAR MAGNETIC RESONANCE

IF6.1

2021-03-01

OAAI

Raphael, Claire E.; Mitchell, Frances; Kanaganayagam, Gajen Sunthar; Liew, Alphonsus C.; Di Pietro, Elisa; Vieira, Miguel Silva; Kanapeckaite, Lina; Newsome, Simon; Gregson, John; Owen, Ruth; Hsu, Li-Yueh; Vassiliou, Vassilis; Cooper, Robert; MRCP, Aamir Ali; Ismail, Tevfik F.; Wong, Brandon; Sun, Kristi; Gatehouse, Peter; Firmin, David; Cook, Stuart; Frenneaux, Michael; Arai, Andrew; O'Hanlon, Rory; Pennell, Dudley J.; Prasad, Sanjay K.

Fast and Automated Segmentation for the Three-Directional Multi-Slice Cine Myocardial Velocity Mapping

DIAGNOSTICS

IF3.3

2021-02-19

OAAI

Wu, Yinzhe; Hatipoglu, Suzan; Alonso-Alvarez, Diego; Gatehouse, Peter; Li, Binghuan; Gao, Yikai; Firmin, David; Keegan, Jennifer; Yang, Guang

Association between right ventricular strain and outcomes in patients with dilated cardiomyopathy 扩张型心肌病患者右心室应变与预后的关系

HEART

IF4.4

2020-11-02

OAAI

Liu, Tong; Gao, Yifeng; Wang, Hui; Zhou, Zhen; Wang, Rui; Chang, San-Shuai; Liu, Yuanyuan; Sun, Yuqing; Rui, Hongliang; Yang, Guang; Firmin, David; Dong, Jianzeng; Xu, Lei

Diffusion Tensor Cardiovascular Magnetic Resonance Imaging A Clinical Perspective

JACC-CARDIOVASCULAR IMAGING

IF15.2

2020-05-01

OAAI

Khalique, Zohya; Ferreira, Pedro F.; Scott, Andrew D.; Nielles-Vallespin, Sonia; Firmin, David N.; Pennell, Dudley J.

Automating in vivo cardiac diffusion tensor postprocessing with deep learning-based segmentation 基于深度学习分割的体内心脏扩散张量后处理自动化

MAGNETIC RESONANCE IN MEDICINE

IF3

2020-04-23

OAAI

Ferreira, Pedro F.; Martin, Raquel R.; Scott, Andrew D.; Khalique, Zohya; Yang, Guang; Nielles-Vallespin, Sonia; Pennell, Dudley J.; Firmin, David N.

Atrial scar quantification via multi-scale CNN in the graph-cuts framework

MEDICAL IMAGE ANALYSIS

IF11.8

2020-02-01

OAAI

Li, Lei; Wu, Fuping; Yang, Guang; Xu, Lingchao; Wong, Tom; Mohiaddin, Raad; Firmin, David; Keegan, Jennifer; Zhuang, Xiahai

Evaluation of algorithms for Multi-Modality Whole Heart Segmentation: An open-access grand challenge 多模态全心脏分割算法的评估: 开放访问的重大挑战

MEDICAL IMAGE ANALYSIS

IF11.8

2019-12-01

172

OAAI

Zhuang, Xiahai; Li, Lei; Payer, Christian; Stern, Darko; Urschler, Martin; Heinrich, Mattias P.; Oster, Julien; Wang, Chunliang; Smedby, Orjan; Bian, Cheng; Yang, Xin; Heng, Pheng-Ann; Mortazi, Aliasghar; Bagci, Ulas; Yang, Guanyu; Sun, Chenchen; Galisot, Gaetan; Ramel, Jean-Yves; Brouard, Thierry; Tong, Qianqian; Si, Weixin; Liao, Xiangyun; Zeng, Guodong; Shi, Zenglin; Zheng, Guoyan; Wang, Chengjia; MacGillivray, Tom; Newby, David; Rhode, Kawal; Ourselin, Sebastien; Mohiaddin, Raad; Keegan, Jennifer; Firmin, David; Yang, Guang

Cardiac Diffusion: Technique and Practical Applications

JOURNAL OF MAGNETIC RESONANCE IMAGING

IF3.5

2019-09-04

PREAI

Nielles-Vallespin, Sonia; Scott, Andrew; Ferreira, Pedro; Khalique, Zohya; Pennell, Dudley; Firmin, David

Deep Learning for Diagnosis of Chronic Myocardial Infarction on Nonenhanced Cardiac Cine MRI

RADIOLOGY

IF15.2

2019-06-01

162

OAAI

Zhang, Nan; Yang, Guang; Gao, Zhifan; Xu, Chenchu; Zhang, Yanping; Shi, Rui; Keegan, Jennifer; Xu, Lei; Zhang, Heye; Fan, Zhanming; Firmin, David

Motion-Induced Signal Loss in In Vivo Cardiac Diffusion-Weighted Imaging

JOURNAL OF MAGNETIC RESONANCE IMAGING

IF3.5

2019-04-29

OAAI

Stoeck, Christian T.; Scott, Andrew D.; Ferreira, Pedro F.; Tunnicliffe, Elizabeth M.; Teh, Irvin; Nielles-Vallespin, Sonia; Moulin, Kevin; Sosnovik, David E.; Viallon, Magalie; Croisille, Pierre; Kozerke, Sebastian; Firmin, David N.; Ennis, Daniel B.; Schneider, Jurgen E.

High resolution in-vivo DT-CMR using an interleaved variable density spiral STEAM sequence 使用交错可变密度螺旋蒸汽序列的高分辨率体内dt-cmr

MAGNETIC RESONANCE IN MEDICINE

IF3

2018-11-08

OAAI

Gorodezky, Margarita; Ferreira, Pedro F.; Nielles-Vallespin, Sonia; Gatehouse, Peter D.; Pennell, Dudley J.; Scott, Andrew D.; Firmin, David N.

Novel insights into in-vivo diffusion tensor cardiovascular magnetic resonance using computational modeling and a histology-based virtual microstructure

MAGNETIC RESONANCE IN MEDICINE

IF3

2018-10-23

OAAI

Rose, Jan N.; Nielles-Vallespin, Sonia; Ferreira, Pedro F.; Firmin, David N.; Scott, Andrew D.; Doorly, Denis J.

Diffusion Tensor Cardiovascular Magnetic Resonance of Microstructural Recovery in Dilated Cardiomyopathy

JACC-CARDIOVASCULAR IMAGING

IF15.2

2018-10-01

OAAI

Khalique, Zohya; Ferreira, Pedro F.; Scott, Andrew D.; Nielles-Vallespin, Sonia; Wage, Rick; Firmin, David N.; Pennell, Dudley J.

Deranged Myocyte Microstructure in Situs Inversus Totalis Demonstrated by Diffusion Tensor Cardiac Magnetic Resonance

JACC-CARDIOVASCULAR IMAGING

IF15.2

2018-09-01

PREAI

Khalique, Zohya; Ferreira, Pedro F.; Scott, Andrew D.; Nielles-Vallespin, Sonia; Kilner, Philip J.; Kutys, Robert; Romero, Maria; Arai, Andrew E.; Firmin, David N.; Pennell, Dudley J.

DAGAN: Deep De-Aliasing Generative Adversarial Networks for Fast Compressed Sensing MRI Reconstruction

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2018-06-01

791

OAAI

Yang, Guang; Yu, Simiao; Dong, Hao; Slabaugh, Greg; Dragotti, Pier Luigi; Ye, Xujiong; Liu, Fangde; Arridge, Simon; Keegan, Jennifer; Guo, Yike; Firmin, David

Diffusion tensor cardiovascular magnetic resonance with a spiral trajectory: An in vivo comparison of echo planar and spiral stimulated echo sequences

MAGNETIC RESONANCE IN MEDICINE

IF3

2017-12-19

OAAI

Gorodezky, Margarita; Scott, Andrew D.; Ferreira, Pedro F.; Nielles-Vallespin, Sonia; Pennell, Dudley J.; Firmin, David N.

研究方向