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2015 1
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Focus on machine learning models in medical imaging.
Papanastasiou G, García Seco de Herrera A, Wang C, Zhang H, Yang G, Wang G. Papanastasiou G, et al. Phys Med Biol. 2022 Dec 16;68(1). doi: 10.1088/1361-6560/aca069. Phys Med Biol. 2022. PMID: 36594883 No abstract available.
A novel deep learning method for large-scale analysis of bone marrow adiposity using UK Biobank Dixon MRI data.
Morris DM, Wang C, Papanastasiou G, Gray CD, Xu W, Sjöström S, Badr S, Paccou J, Semple SI, MacGillivray T, Cawthorn WP. Morris DM, et al. Among authors: papanastasiou g. Comput Struct Biotechnol J. 2023 Dec 27;24:89-104. doi: 10.1016/j.csbj.2023.12.029. eCollection 2024 Dec. Comput Struct Biotechnol J. 2023. PMID: 38268780 Free PMC article.
Assessment of stunned and viable myocardium using manganese-enhanced MRI.
Spath NB, Singh T, Papanastasiou G, Baker A, Janiczek RJ, McCann GP, Dweck MR, Kershaw L, Newby DE, Semple S. Spath NB, et al. Among authors: papanastasiou g. Open Heart. 2021 Jun;8(1):e001646. doi: 10.1136/openhrt-2021-001646. Open Heart. 2021. PMID: 34099530 Free PMC article.
Disentangled representation learning in cardiac image analysis.
Chartsias A, Joyce T, Papanastasiou G, Semple S, Williams M, Newby DE, Dharmakumar R, Tsaftaris SA. Chartsias A, et al. Among authors: papanastasiou g. Med Image Anal. 2019 Dec;58:101535. doi: 10.1016/j.media.2019.101535. Epub 2019 Jul 18. Med Image Anal. 2019. PMID: 31351230 Free PMC article.
Disentangle, Align and Fuse for Multimodal and Semi-Supervised Image Segmentation.
Chartsias A, Papanastasiou G, Wang C, Semple S, Newby DE, Dharmakumar R, Tsaftaris SA. Chartsias A, et al. Among authors: papanastasiou g. IEEE Trans Med Imaging. 2021 Mar;40(3):781-792. doi: 10.1109/TMI.2020.3036584. Epub 2021 Mar 2. IEEE Trans Med Imaging. 2021. PMID: 33156786 Free PMC article.
Bimetallic gold-platinum nanoparticles as a drug delivery system coated with a new drug to target glioblastoma.
Stavropoulou AP, Theodosiou M, Sakellis E, Boukos N, Papanastasiou G, Wang C, Tavares A, Corral CA, Gournis D, Chalmpes N, Gobbo OL, Efthimiadou EK. Stavropoulou AP, et al. Among authors: papanastasiou g. Colloids Surf B Biointerfaces. 2022 Jun;214:112463. doi: 10.1016/j.colsurfb.2022.112463. Epub 2022 Mar 16. Colloids Surf B Biointerfaces. 2022. PMID: 35316703
20 results