Giorgos Papanastasiou

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

Sledovat

Giorgos Papanastasiou

Senior Manager, AI and Data Science, Pfizer

E-mailová adresa ověřena na: pfizer.com

Generative AI Machine Learning Medical AI Medical Imaging Causality


Název Seřadit podle citací Seřadit podle roku Seřadit podle názvu	Citace Citace	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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