SynPoC: a high-quality generative diffusion model for transforming ultra-low-field point-of-care MRI using high-field MRI representations.

Islam KT, Dayarathna S, Zhong S, Zakavi P, Kavnoudias H, Farquharson S, Durbridge G, Sun H, Bacchi S, Egan GF, Barth M, Dwyer A, McMahon KL, Parizel PM, Law M, Chen Z

Open source

DOI
10.1038/s41598-025-33162-9
Published
2026 Jan 24
Container
Scientific reports
Publisher
Not recorded
Open access
yes

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BibTeX

@article{allodium:10.1038/s41598-025-33162-9,
  title = {SynPoC: a high-quality generative diffusion model for transforming ultra-low-field point-of-care MRI using high-field MRI representations.},
  author = {Islam KT and Dayarathna S and Zhong S and Zakavi P and Kavnoudias H and Farquharson S and Durbridge G and Sun H and Bacchi S and Egan GF and Barth M and Dwyer A and McMahon KL and Parizel PM and Law M and Chen Z},
  year = {2026},
  journal = {Scientific reports},
  doi = {10.1038/s41598-025-33162-9},
  url = {https://doi.org/10.1038/s41598-025-33162-9}
}

RIS

TY  - JOUR
TI  - SynPoC: a high-quality generative diffusion model for transforming ultra-low-field point-of-care MRI using high-field MRI representations.
AU  - Islam KT
AU  - Dayarathna S
AU  - Zhong S
AU  - Zakavi P
AU  - Kavnoudias H
AU  - Farquharson S
AU  - Durbridge G
AU  - Sun H
AU  - Bacchi S
AU  - Egan GF
AU  - Barth M
AU  - Dwyer A
AU  - McMahon KL
AU  - Parizel PM
AU  - Law M
AU  - Chen Z
PY  - 2026
JO  - Scientific reports
DO  - 10.1038/s41598-025-33162-9
UR  - https://doi.org/10.1038/s41598-025-33162-9
ER  - 

APA

KT, I., S, D., S, Z., P, Z., H, K., S, F., G, D., H, S., S, B., GF, E., M, B., A, D., KL, M., PM, P., M, L., & Z, C. (2026). SynPoC: a high-quality generative diffusion model for transforming ultra-low-field point-of-care MRI using high-field MRI representations.. Scientific reports. https://doi.org/10.1038/s41598-025-33162-9

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