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Giorgos Papanastasiou
Giorgos Papanastasiou
Senior Manager in AI and Data Science, Pfizer
Bestätigte E-Mail-Adresse bei pfizer.com
Titel
Zitiert von
Zitiert von
Jahr
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
1582019
Bone marrow adipose tissue is a unique adipose subtype with distinct roles in glucose homeostasis
KJ Suchacki, AAS Tavares, D Mattiucci, EL Scheller, G Papanastasiou, ...
Nature communications 11 (1), 1-18, 2020
1252020
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
1042019
Factorised spatial representation learning: Application in semi-supervised myocardial segmentation
A Chartsias, T Joyce, G Papanastasiou, S Semple, M Williams, D Newby, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018
762018
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
722018
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
712020
Disentangle, align and fuse for multimodal and semi-supervised image segmentation
A Chartsias, G Papanastasiou, C Wang, S Semple, DE Newby, ...
IEEE transactions on medical imaging 40 (3), 781-792, 2020
672020
Industrial cyber-physical systems-based cloud IoT edge for federated heterogeneous distillation
C Wang, G Yang, G Papanastasiou, H Zhang, JJPC Rodrigues, ...
IEEE Transactions on Industrial Informatics 17 (8), 5511-5521, 2020
462020
Unsupervised learning for cross-domain medical image synthesis using deformation invariant cycle consistency networks
C Wang, G Macnaught, G Papanastasiou, T MacGillivray, D Newby
Simulation and Synthesis in Medical Imaging: Third International Workshop …, 2018
312018
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), 1-12, 2016
272016
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, 1-10, 2015
272015
Manganese-enhanced magnetic resonance imaging in dilated cardiomyopathy and hypertrophic cardiomyopathy.
NB Spath, T Singh, G Papanastasiou, L Kershaw, AH Baker, RL Janiczek, ...
192020
TPSDicyc: Improved deformation invariant cross-domain medical image synthesis
C Wang, G Papanastasiou, S Tsaftaris, G Yang, C Gray, D Newby, ...
Machine Learning for Medical Image Reconstruction: Second International …, 2019
192019
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
182018
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
182018
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
152019
Bimetallic gold-platinum nanoparticles as a drug delivery system coated with a new drug to target glioblastoma
AP Stavropoulou, M Theodosiou, E Sakellis, N Boukos, G Papanastasiou, ...
Colloids and Surfaces B: Biointerfaces 214, 112463, 2022
132022
Multimodal cardiac segmentation using disentangled representation learning.
ST Agisilaos Chartsias, Georgios Papanastasiou, Chengjia Wang, Colin Stirrat ...
MICCAI (STACOM workshop), 2019
13*2019
Assessment of stunned and viable myocardium using manganese-enhanced MRI
NB Spath, T Singh, G Papanastasiou, A Baker, RJ Janiczek, GP McCann, ...
Open Heart 8 (1), e001646, 2021
102021
Synthesis and characterization of modified magnetic nanoparticles as theranostic agents: in vitro safety assessment in healthy cells
PE Danai, P Michael, F Gabriella, M Francesca, B Kalska-Szostko, ...
Toxicology in vitro, 2021
92021
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