Dr Shuo Zhou

School of Computer Science

Academic Fellow in Machine Learning

Member of the Machine Learning research group

Shou Zhou headshot
Profile picture of Shou Zhou headshot
shuo.zhou@sheffield.ac.uk
+44 114 222 1904

Full contact details

Dr Shuo Zhou
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
  • Interpretable Machine Learning
  • Medical Image Analysis
  • Statistical Learning Theory
Publications

Journal articles

  • Tripathi P, Suvon M, Schobs L, Zhou S, Alabed S, Swift A & Lu H (2023) . Medical Image Computing and Computer Assisted Intervention – MICCAI 2023: 26th International Conference, Vancouver, October 8-12, 2023, Proceedings, 14226. RIS download Bibtex download
  • Alabed S, Uthoff J, Zhou S, Garg P, Dwivedi K, Alandejani F, Gosling R, Schobs L, Brook M, Capener D , Johns C et al (2022) . European Heart Journal - Digital Health, 3(2), 265-275. RIS download Bibtex download
  • Song L, Zhou S & Lu H (2022) . Signal Processing, 196. RIS download Bibtex download
  • Swift AJ, Lu H, Uthoff J, Garg P, Cogliano M, Taylor J, Metherall P, Zhou S, Johns CS, Alabed S , Condliffe RA et al (2021) . European Heart Journal - Cardiovascular Imaging, 22(2), 236-245. RIS download Bibtex download
  • Schirmer MD, Venkataraman A, Rekik I, Kim M, Mostofsky SH, Nebel MB, Rosch K, Seymour K, Crocetti D, Irzan H , Hütel M et al (2021) . Medical Image Analysis, 70. RIS download Bibtex download
  • Li W, Lou J, Zhou S & Lu H (2019) , 256-264. RIS download Bibtex download
  • Zhou S, Li W, Cox CR & Lu H (2019) Domain Independent SVM for Transfer Learning in Brain Decoding. RIS download Bibtex download
  • Lu H () . IEEE Transactions on Circuits and Systems for Video Technology. RIS download Bibtex download
  • Kunda M, Zhou S, Gong G & Lu H () . IEEE Transactions on Medical Imaging. RIS download Bibtex download

Chapters

  • Suvon MNI, Tripathi PC, Fan W, Zhou S, Liu X, Alabed S, Osmani V, Swift AJ, Chen C & Lu H (2024) , Lecture Notes in Computer Science (pp. 296-306). Springer Nature Switzerland RIS download Bibtex download
  • Zhou S, Cox CR & Lu H (2019) , Machine Learning in Medical Imaging (pp. 265-273). Springer International Publishing RIS download Bibtex download

Conference proceedings papers

  • Lu H, Liu X, Zhou S, Turner R, Bai P, Koot RE, Chasmai M, Schobs L & Xu H (2022) . 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. RIS download Bibtex download
  • Schobs L, Zhou S, Cogliano M, Swift AJ & Lu H (2021) . Proceedings of the IEEE International Symposium on Biomedical Imaging (ISBI 2021) (pp 985-988). Virtual conference, 13 April 2021 - 13 April 2021. RIS download Bibtex download
  • Zhou S, Li W, Cox CR & Lu H (2020) . Proceedings of the AAAI Conference on Artificial Intelligence, Vol. 34(4) (pp 6957-6964). New York, USA, 7 February 2020 - 7 February 2020. RIS download Bibtex download

Preprints

  • Zhou S, Luo J, Jiang Y, Wang H, Lu H & Gong G (2024) Group-specific discriminant analysis reveals statistically validated sex differences in lateralization of brain functional network. RIS download Bibtex download
  • Suvon MNI, Tripathi PC, Fan W, Zhou S, Liu X, Alabed S, Osmani V, Swift AJ, Chen C & Lu H (2024) , arXiv. RIS download Bibtex download
  • Fan W, Suvon MNI, Zhou S, Liu X, Alabed S, Osmani V, Swift A, Chen C & Lu H (2024) , arXiv. RIS download Bibtex download
  • Tripathi PC, Suvon MNI, Schobs L, Zhou S, Alabed S, Swift AJ & Lu H (2023) , arXiv. RIS download Bibtex download
  • Schirmer MD, Venkataraman A, Rekik I, Kim M, Mostofsky SH, Nebel MB, Rosch K, Seymour K, Crocetti D, Irzan H , Hütel M et al (2020) , arXiv. RIS download Bibtex download
  • Lu H, Liu X, Turner R, Bai P, Koot RE, Zhou S, Chasmai M & Schobs L () . RIS download Bibtex download
Grants

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.