Giorgos Papanastasiou
Giorgos Papanastasiou
Senior Manager in AI and Data Science, Pfizer
Bestätigte E-Mail-Adresse bei
Zitiert von
Zitiert von
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
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
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
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
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
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
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
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
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
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
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
Manganese-enhanced magnetic resonance imaging in dilated cardiomyopathy and hypertrophic cardiomyopathy.
NB Spath, T Singh, G Papanastasiou, L Kershaw, AH Baker, RL Janiczek, ...
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
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
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
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
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
Multimodal cardiac segmentation using disentangled representation learning.
ST Agisilaos Chartsias, Georgios Papanastasiou, Chengjia Wang, Colin Stirrat ...
MICCAI (STACOM workshop), 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
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
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