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
91̽»¨
S1 4DP
School of Computer Science
Regent Court (DCS)
211 Portobello
91̽»¨
S1 4DP
- Profile
-
Shuo Zhou is an Academic Fellow in Machine Learning at the University of 91̽»¨ 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 91̽»¨. 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.