Projects per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Projects
- 1 Finished
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National Mobile Magnetic Resonance Imaging Network
Chen, Z. (Primary Chief Investigator (PCI)), Egan, G. (Chief Investigator (CI)), Pawar, K. (Chief Investigator (CI)), Zhong, S. (Chief Investigator (CI)), Morris, A. (Chief Investigator (CI)), Barth, M. (Chief Investigator (CI)), Dwyer, A. (Chief Investigator (CI)), Verjans, J. W. (Chief Investigator (CI)), Law, M. (Chief Investigator (CI)) & Parizel, P. M. (Chief Investigator (CI))
Hyperfine Inc, University of Queensland , Alfred Hospital, Australian Stroke Alliance Limited, Monash University – Internal University Contribution
1/01/22 → 30/06/23
Project: Research
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Assessment of synthetic 3T image generator for accurate CSF volume measurement in T1-w, T2-w, and FLAIR sequences compared to low-field imaging
Islam, K. T., Zhong, S., Zakavi, P., Kavnoudias, H., Farquharson, S., Durbridge, G., Barth, M., McMahon, K. L., Parizel, P. M., Egan, G. F., Dwyer, A., Law, M. & Chen, Z., May 2024. 2 p.Research output: Contribution to conference › Abstract › peer-review
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Radiological image quality assessment of synthetic 3T MRI image from 64mT MRI
Islam, K. T., Zhong, S., Zakavi, P., Kavnoudias, H., Farquharson, S., Durbridge, G. L., Barth, M., McMahon, K. L., Parizel, P. M., Egan, G. F., Dwyer, A., Law, M. & Chen, Z., May 2024. 2 p.Research output: Contribution to conference › Abstract › peer-review
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Deep learning for image enhancement and correction in magnetic resonance imaging—state-of-the-art and challenges
Chen, Z., Pawar, K., Ekanayake, M., Pain, C., Zhong, S. & Egan, G. F., 2023, In: Journal of Digital Imaging. 36, p. 204-230 27 p.Research output: Contribution to journal › Review Article › Research › peer-review
Open AccessFile91 Citations (Scopus) -
Improving portable low-field MRI image quality through image-to-image translation using paired low- and high-field images
Islam, K. T., Zhong, S., Zakavi, P., Chen, Z., Kavnoudias, H., Farquharson, S., Durbridge, G., Barth, M., McMahon, K. L., Parizel, P. M., Dwyer, A., Egan, G. F., Law, M. & Chen, Z., 2023, In: Scientific Reports. 13, 1, 13 p., 21183.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile17 Citations (Scopus) -
Auto-encoded latent representations of white matter streamlines for quantitative distance analysis
Zhong, S., Chen, Z. & Egan, G., 2022, In: NeuroInformatics. 20, p. 1105-1120 16 p.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile5 Citations (Scopus)