Dr Giorgos Papanastasiou
Dr Giorgos Papanastasiou
Assistant Professor (UK Lecturer) in Artificial Intelligence and Engineering in Medicine
Verified email at essex.ac.uk
Title
Cited by
Cited by
Year
Factorised spatial representation learning: Application in semi-supervised myocardial segmentation
A Chartsias, T Joyce, G Papanastasiou, S Semple, M Williams, D Newby, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2018
372018
SaliencyGAN: Deep Learning Semi-supervised Salient Object Detection in the Fog of IoT
C Wang, S Dong, X Shao, G Papanastasiou, H Zhang, G Yang
IEEE Transactions on Industrial Informatics, 2019
362019
Peripheral retinal imaging biomarkers for Alzheimer’s disease: a pilot study
L Csincsik, TJ MacGillivray, E Flynn, E Pellegrini, G Papanastasiou, ...
Ophthalmic Research 59 (4), 182-192, 2018
362018
Disentangled representation learning in cardiac image analysis
A Chartsias, T Joyce, G Papanastasiou, S Semple, M Williams, DE Newby, ...
Medical image analysis 58, 101535, 2019
332019
Measurement of myocardial blood flow by cardiovascular magnetic resonance perfusion: comparison of distributed parameter and Fermi models with single and dual bolus
G Papanastasiou, MC Williams, LE Kershaw, MR Dweck, S Alam, ...
Journal of Cardiovascular Magnetic Resonance 17 (1), 17, 2015
202015
Quantitative assessment of myocardial blood flow in coronary artery disease by cardiovascular magnetic resonance: comparison of Fermi and distributed parameter modeling against …
G Papanastasiou, MC Williams, MR Dweck, S Alam, A Cooper, ...
Journal of Cardiovascular Magnetic Resonance 18 (1), 57, 2016
182016
Unsupervised learning for cross-domain medical image synthesis using deformation invariant cycle consistency networks
C Wang, G Macnaught, G Papanastasiou, T MacGillivray, D Newby
International Workshop on Simulation and Synthesis in Medical Imaging, 52-60, 2018
142018
Multimodality Quantitative Assessments of Myocardial Perfusion Using Dynamic Contrast Enhanced Magnetic Resonance and 15O-Labeled Water Positron …
G Papanastasiou, MC Williams, MR Dweck, S Mirsadraee, N Weir, ...
IEEE transactions on radiation and plasma medical sciences 2 (3), 259-271, 2018
122018
TPSDicyc: Improved deformation invariant cross-domain medical image synthesis
C Wang, G Papanastasiou, S Tsaftaris, G Yang, C Gray, D Newby, ...
International Workshop on Machine Learning for Medical Image Reconstruction …, 2019
112019
Bone marrow adipose tissue is a unique adipose subtype with distinct roles in systemic glucose homeostasis
KJ Suchacki, AAS Tavares, D Mattiucci, EL Scheller, G Papanastasiou, ...
Nature Communications, 673129, 2020
10*2020
Manganese-Enhanced T1 Mapping in the Myocardium of Normal and Infarcted Hearts
NB Spath, DML Lilburn, GA Gray, LM Le Page, G Papanastasiou, ...
Contrast media & molecular imaging 2018, 2018
82018
Disentangle, align and fuse for multimodal and zero-shot image segmentation
A Chartsias, G Papanastasiou, C Wang, S Semple, D Newby, ...
arXiv preprint arXiv:1911.04417, 2019
72019
Cardiovascular Imaging and Image Analysis
A El-Baz, JS Suri
CRC Press, 2018
42018
Multidimensional assessments of abdominal aortic aneurysms by magnetic resonance against ultrasound diameter measurements
G Papanastasiou, V González-Castro, CD Gray, RO Forsythe, ...
Annual Conference on Medical Image Understanding and Analysis, 133-143, 2017
42017
Industrial cyber-physical systems-based cloud IoT edge for federated heterogeneous distillation
C Wang, G Yang, G Papanastasiou, H Zhang, J Rodrigues, ...
IEEE Transactions on Industrial Informatics, 2020
32020
FIRE: unsupervised bi-directional inter-modality registration using deep networks
C Wang, G Papanastasiou, A Chartsias, G Jacenkow, SA Tsaftaris, ...
arXiv preprint arXiv:1907.05062, 2019
32019
Bone marrow adipose tissue is a unique adipose subtype with distinct roles in systemic glucose homeostasis
KJ Suchacki, AAS Tavares, D Mattiucci, EL Scheller, G Papanastasiou, ...
BioRxiv, 673129, 2019
32019
MANGANESE-ENHANCED T1MAPPING FOR THE DETECTION OF VIABLE AND STUNNED MYOCARDIUM FOLLOWING MYOCARDIAL INFARCTION
N Spath, N Spath, G Papanastasiou, T Singh, A Baker, R Janiczek, ...
Journal of the American College of Cardiology 75 (11_Supplement_1), 1567-1567, 2020
12020
DiCyc: GAN-based deformation invariant cross-domain information fusion for medical image synthesis
C Wang, G Yang, G Papanastasiou, SA Tsaftaris, DE Newby, C Gray, ...
Information Fusion 67, 147-160, 2020
12020
Multimodal Cardiac Segmentation Using Disentangled Representation Learning
A Chartsias, G Papanastasiou, C Wang, C Stirrat, S Semple, D Newby, ...
International Workshop on Statistical Atlases and Computational Models of …, 2019
12019
The system can't perform the operation now. Try again later.
Articles 1–20