Dr Shuo Zhou
School of Computer Science
Academic Fellow in Machine Learning
Member of the Machine Learning research group
shuo.zhou@sheffield.ac.uk
+44 114 222 1904
+44 114 222 1904
Regent Court (DCS)
Full contact details
Dr Shuo Zhou
School of Computer Science
Regent Court (DCS)
211 Portobello
ºù«Ӱҵ
S1 4DP
School of Computer Science
Regent Court (DCS)
211 Portobello
ºù«Ӱҵ
S1 4DP
- Profile
-
Shuo Zhou is an Academic Fellow in Machine Learning at the University of ºù«Ӱҵ in the Machine Learning group, the Department of Computer Science. His work is now focused on developing interpretable machine learning methods and tools for analysing medical images / neuroimaging data.
Shuo Zhou completed his MSc in Advanced Computer Science (2017) and PhD (2022) in machine learning at the University of ºù«Ӱҵ. He is also a core developer of open-source library PyKale ().
- Research interests
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- Interpretable Machine Learning
- Medical Image Analysis
- Statistical Learning Theory
- Publications
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Journal articles
- . Medical Image Computing and Computer Assisted Intervention – MICCAI 2023: 26th International Conference, Vancouver, October 8-12, 2023, Proceedings, 14226.
- . European Heart Journal - Digital Health, 3(2), 265-275.
- . Signal Processing, 196.
- . European Heart Journal - Cardiovascular Imaging, 22(2), 236-245.
- . Medical Image Analysis, 70.
- , 256-264.
- Domain Independent SVM for Transfer Learning in Brain Decoding.
- . IEEE Transactions on Circuits and Systems for Video Technology.
- . IEEE Transactions on Medical Imaging.
Chapters
- , Lecture Notes in Computer Science (pp. 296-306). Springer Nature Switzerland
- , Machine Learning in Medical Imaging (pp. 265-273). Springer International Publishing
Conference proceedings papers
- . CIKM '22: Proceedings of the 31st ACM International Conference on Information & Knowledge Management (pp 4274-4278). Atlanta GA USA, 17 October 2022 - 17 October 2022.
- . Proceedings of the IEEE International Symposium on Biomedical Imaging (ISBI 2021) (pp 985-988). Virtual conference, 13 April 2021 - 13 April 2021.
- . Proceedings of the AAAI Conference on Artificial Intelligence, Vol. 34(4) (pp 6957-6964). New York, USA, 7 February 2020 - 7 February 2020.
Preprints
- Grants
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Current Grants
- Neuroimaging: A Novel Artificial Intelligence Powered Neuroimaging Biomarker for Chronic Pain, UKRI, 10/2023 - 04/2025, £556,926
Previous Grants
- Towards Turing 2.0, RCUK, 07/2022 - 01/2023, £2,000, as PI.