Highlight publications
Zhao, T, Grist, JT, Auer, DP, Avula, S, Bailey, S, Davies, NP, Grundy, RG, Khan, O, MacPherson, L, Morgan, PS, Pizer, B, Rose, HEL, Sun, Y, Wilson, M, Worthington, L, Arvanitis, TN & Peet, AC 2024, 'Noise suppression of proton magnetic resonance spectroscopy improves paediatric brain tumour classification', NMR in biomedicine. https://doi.org/10.1002/nbm.5129
Zhao, T, Avula, S, Bailey, S, Burling, S, Jaspan, T, MacPherson, L, Mitra, D, Morgan, PS, Pizer, BL, Shen, R, Wilson, M, Worthington, L, Arvanitis, T, Peet, A & Apps, J 2024, A multi-layer binary model with adaptive metabolite selection for multi-type brain tumour classification. in Proc Intl Magn Reson Med., 6117, International Society for Magnetic Resonance in Medicine.
Recent publications
Article
Zhao, T, Grist, JT, Rose, HEL, Davies, NP, Wilson, M, MacPherson, L, Abernethy, LJ, Avula, S, Pizer, B, Gutierrez, DR, Jaspan, T, Morgan, PS, Mitra, D, Bailey, S, Sawlani, V, Arvanitis, TN, Sun, Y & Peet, AC 2022, 'Metabolite selection for machine learning in childhood brain tumour classification', NMR in biomedicine, vol. 35, no. 6, e4673. https://doi.org/10.1002/nbm.4673
Zhao, T, Sun, Y, Wan, S & Wang, F 2017, 'SFST: a robust framework for heart rate monitoring from photoplethysmography signals during physical activities', Biomedical Signal Processing and Control, vol. 33, pp. 316-324.
Conference contribution
Zhao, T, Burling, S, MacPherson, L, Worthington, L, Arvanitis, T, Apps, J & Peet, A 2024, MIROR: The clinical decision support system with functional imaging and machine learning. in Proc Intl Magn Reson Med., 6391.
Zhao, T, Grist, JT, Rose, HEL, Macpherson, L, Li, H & Peet, AC 2021, Childhood brain tumour classification through proton magnetic resonance spectroscopy and diffusion weighted imaging. in Proceedings of the 2021 ISMRM & SMRT annual meeting & exhibition., 3931, Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition, International Society for Magnetic Resonance in Medicine, 2021 ISMRM & SMRT Annual Meeting & Exhibition, 15/05/21. <https://cds.ismrm.org/protected/21MProceedings/PDFfiles/3931.html>
Zhao, T, Grist, J, Rose, H, Sun, Y & Peet, A 2021, Wavelet oversampling for imbalance childhood brain tumor classification. in Proceedings of the 2021 ISMRM & SMRT annual meeting & exhibition., 0937, Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition, International Society for Magnetic Resonance in Medicine, 2021 ISMRM & SMRT Annual Meeting & Exhibition, 15/05/21. <https://cds.ismrm.org/protected/21MProceedings/PDFfiles/0937.html>
Zhao, T, Grist, J, Sun, Y, Sawlani, V & Peet, A 2020, Optimised paediatric brain tumour diagnosis by using in vivo MRS and machine learning. in Proc Intl Magn Reson Med. vol. 28, 4686, International Society for Magnetic Resonance in Medicine, Sydney, Australia, pp. 4686-4686.
Zhao, T, Grist, JT, Sun, Y & Peet, AC 2019, Impact of wavelets and apodisation in magnetic resonance spectroscopy quality for paediatric brain tumours. in Proc Intl Magn Reson Med. vol. 27, 4243, International Society for Magnetic Resonance in Medicine, Montréal, Canada, pp. 4243-4243.
Zhao, T, Grist, JT, Sun, Y & Peet, AC 2019, Improved classification of paediatric brain tumours through whole spectra from in vivo magnetic resonance spectroscopy. in Proc Intl Magn Reson Med. vol. 27, 3083, International Society for Magnetic Resonance in Medicine, Montréal, Canada, pp. 3083-3083.
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