Giorgos Papanastasiou

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	Wszystkie	Od 2020
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Chengjia WangHeriot-Watt UniversityZweryfikowany adres z hw.ac.uk
Scott SempleUniversity of EdinburghZweryfikowany adres z ed.ac.uk
Sotirios Tsaftaris ( Sotos Tsaftaris )Chair in Machine Learning and Computer Vision, The University of EdinburghZweryfikowany adres z ed.ac.uk
Tom MacGillivrayReader, University of EdinburghZweryfikowany adres z ed.ac.uk
Agis ChartsiasUltromics LtdZweryfikowany adres z ultromics.com
Calum D. GrayResearch Fellow, Edinburgh Imaging Facility QMRI, University of EdinburghZweryfikowany adres z ed.ac.uk
Rohan DharmakumarVice Chair of Research, Dept of Radiology & Imaging SciencesZweryfikowany adres z iu.edu
Michelle C WilliamsUniversity of EdinburghZweryfikowany adres z ed.ac.uk
Marc DweckProfessor of Clinical Cardiology, University of EdinburghZweryfikowany adres z ed.ac.uk
Heye ZhangProfessor of Biomedical Engineering, Sun Yat-sen UniversityZweryfikowany adres z mail.sysu.edu.cn
Prof. Saeed MirsadraeeConsultant Radiologist and Professor of Practice (Cardiovascular Imaging), Royal Brompton HospitalZweryfikowany adres z rbht.nhs.uk
Craig RitchieProfessor of Psychiatry of Ageing, University of EdinburghZweryfikowany adres z ed.ac.uk
Maurits JansenDepartment of Radiology and Medical ImagingZweryfikowany adres z virginia.edu
Nikolaos DikaiosMathematics Research Center, Academy of Athens, GreeceZweryfikowany adres z academyofathens.gr
Adriana TavaresHead of Preclinical PET Facility, University of EdinburghZweryfikowany adres z ed.ac.uk
Shizhou DongShenzhen Institutes of Advanced Technology，Chinese Academy of SciencesZweryfikowany adres z siat.ac.cn
Joel Rodrigues, AAIA & IEEE FELLOW...Senac Ceará; UFPI; KSU; Lusofona University; INATEL; UBI; Instituto de TelecomunicaçõesZweryfikowany adres z ieee.org
Victor Hugo C. de AlbuquerqueLead of the Biomedical Data Analytics Research Group, Federal University of CearáZweryfikowany adres z ufc.br
Simon WalshNational Heart and Lung Institute, Imperial College, LondonZweryfikowany adres z imperial.ac.uk
Mark RodriguesNHS Lothian, UKZweryfikowany adres z nhslothian.scot.nhs.uk

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Giorgos Papanastasiou

Senior Manager, AI and Data Science, Pfizer

Zweryfikowany adres z pfizer.com

Generative AI Machine Learning Medical AI Medical Imaging Causality


Tytuł Sortuj wg cytatów Sortuj wg roku Sortuj wg tytułu	Cytowane przez Cytowane przez	Rok
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	190	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	167	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	118	2019
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	108	2020
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	90	2018
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	83	2018
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	76	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	59	2020
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	30	2022
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	30	2015
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	29	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), 57, 2016	27	2016
Is attention all you need in medical image analysis? A review. G Papanastasiou, N Dikaios, J Huang, C Wang, G Yang IEEE Journal of Biomedical and Health Informatics, 2024	24	2024
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	21	2018
Manganese-enhanced magnetic resonance imaging in dilated cardiomyopathy and hypertrophic cardiomyopathy. NB Spath, T Singh, G Papanastasiou, L Kershaw, AH Baker, RL Janiczek, ...	20	2020
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	19	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 (1), 9641527, 2018	18	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	16	2019
Multimodal cardiac segmentation using disentangled representation learning A Chartsias, G Papanastasiou, C Wang, C Stirrat, S Semple, D Newby, ... Statistical Atlases and Computational Models of the Heart. Multi-Sequence …, 2020	15	2020
From explainable to interpretable deep learning for natural language processing in healthcare: How far from reality? G Huang, Y Li, S Jameel, Y Long, G Papanastasiou Computational and Structural Biotechnology Journal 24, 362-373, 2024	14	2024

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