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
91Ö±²¥
S1 4DP
Profile

Shuo Zhou is an Academic Fellow in Machine Learning at the University of 91Ö±²¥ 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 91Ö±²¥. 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 PC, Tabakhi S, Suvon MNI, Schobs LA, Alabed S, Swift AJ, Zhou S & Lu H (2024) Interpretable Multimodal Learning for Cardiovascular Hemodynamics Assessment.. CoRR, abs/2404.04718. RIS download Bibtex download
  • 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

  • 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
  • Tripathi PC, Tabakhi S, Suvon MNI, Schöb L, Alabed S, Swift AJ, Zhou S & Lu H (2024) Interpretable Multimodal Learning for Cardiovascular Hemodynamics Assessment, arXiv. 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.