Loughborough University
Leicestershire, UK
LE11 3TU
+44 (0)1509 263171
Loughborough University

Loughborough University Research Publications


Publications for Diwei Zhou

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Journal Articles

Zhou, D, Duan, J, Qin, C, Luo, G (2024) Editorial: The combination of data-driven machine learning approaches and prior knowledge for robust medical image processing and analysis, Frontiers in Medicine, 11, 1434686, DOI: 10.3389/fmed.2024.1434686.

Zhang, Y, Liu, B, Bunting, KV, Brind, D, Thorley, A, Karwath, A, Lu, W, Zhou, D, Wang, X, Mobley, AR, Țica, O, Gkoutos, GV, Kotecha, D, Duan, J (2024) Development of automated neural network prediction for echocardiographic left ventricular ejection fraction, Frontiers in Medicine, 11, 1354070, DOI: 10.3389/fmed.2024.1354070.

Bagci, U, Udupa, JK, Chen, X, Torigian, D, Medetalibeyoglu, A, Zhou, D, Bai, L (2023) Object localization using non-Euclidean metrics, 2023 IEEE International Conference on Internet of Things and Intelligence Systems (IoTaIS) Proceedings, ISSN: 2832-1375. DOI: 10.1109/IoTaIS60147.2023.10346049.

Natsheh, Q, Salagean, A, Zhou, D, Edirisinghe, E (2023) Automatic selective encryption of DICOM images, Applied Sciences, 13(8), 4779, DOI: 10.3390/app13084779.

Tong, X, Hu, J, Han, S, Zhou, D (2023) Optimization of urban unmanned logistics distribution path with multiple distribution centers, 12460, ISSN: 0277-786X. DOI: 10.1117/12.2658619.

Ye, L, Hunsicker, E, Li, B, Zhou, D (2022) Procrustes analysis of muscle fascicle shapes based on DTI fibre tracking, pp.172-186, ISSN: 0302-9743. DOI: 10.1007/978-3-031-12053-4_13.

Yang, J, Zhao, C, Chen, W, Zhou, D, Han, S (2022) Fraction-degree reference dependent stochastic dominance, Methodology and Computing in Applied Probability, 24(2), pp.1193-1219, ISSN: 1387-5841. DOI: 10.1007/s11009-022-09939-0.

Ma, Y, Zhou, D, Ye, L, Housden, RJ, Fazili, A, Rhode, K (2021) A tensor-based catheter and wire detection and tracking framework and its clinical applications, IEEE Transactions on Biomedical Engineering, 69(2), pp.635-644, ISSN: 0018-9294. DOI: 10.1109/tbme.2021.3102670.

Elsheikh, S, Fish, A, Zhou, D (2021) Exploiting spatial information to enhance DTI segmentations via spatial fuzzy c-means with covariance matrix data and non-Euclidean metrics, Applied Sciences, 11(15), 7003, ISSN: 2076-3417. DOI: 10.3390/app11157003.

Kryger, KO, Mitchell, S, Zhou, D, Forrester, S (2020) Effect of football boot upper padding on shooting accuracy and velocity performance, Sports Engineering, 23(1), 18, ISSN: 1369-7072. DOI: 10.1007/s12283-020-00330-1.

Cui, X, Fryer, B, Zhou, D, Lodge, R, Khlobystov, AN, Valsami-Jones, E, Lynch, I (2019) Core-shell NaHoF4@TiO2 NPs: A labelling method to trace engineered nanomaterials of ubiquitous elements in the environment, ACS Applied Materials and Interfaces, 11(21), pp.19452-19461, ISSN: 1944-8252. DOI: 10.1021/acsami.9b03062.

Kryger, KO, Mitchell, S, Zhou, D, Forrester, S (2018) The effect of football boot upper padding on dribbling and passing performance using a test–retest validated protocol, Sports Engineering, ISSN: 1369-7072. DOI: 10.1007/s12283-018-0284-z.

Han, SG, Guo, JL, Zhang, LP, Hu, JL, Jiang, YW, Zhou, DW (2017) Competitive analysis of online inventory problem with interrelated prices, Applied Mathematics, 32(2), pp.237-252, ISSN: 1005-1031. DOI: 10.1007/s11766-017-3360-4.

Han, S, Hu, J, Zhou, D (2017) Competitive analysis of interrelated price online inventory problems with demands, ANZIAM Journal, ISSN: 1446-1811. DOI: 10.1017/S144618111700013X.

Elsheikh, S, Fish, A, Chakrabarti, R, Zhou, D, Cercignani, M (2017) Modeling diffusion directions of Corpus Callosum, ISSN: 1865-0929.

Elsheikh, S, Fish, A, Chakrabarti, R, Zhou, D (2016) Cluster analysis of diffusion tensor field with application to the segmentation of the Corpus Callosum, International Conference On Medical Imaging Understanding and Analysis, ISSN: 1877-0509. DOI: 10.1016/j.procs.2016.07.004.

Zhou, D, Dryden, IL, Koloydenko, AA, Audenaert, KMR, Bai, L (2015) Regularisation, interpolation and visualisation of diffusion tensor images using non-Euclidean statistics, Journal of Applied Statistics, 43(5), pp.943-978, ISSN: 0266-4763. DOI: 10.1080/02664763.2015.1080671.

Chin, FYL, Fu, B, Guo, J, Han, S, Hu, J, Jiang, M, Lin, G, Ting, H-F, Zhang, L, Zhang, Y, Zhou, D (2015) Competitive algorithms for unbounded one-way trading, Theoretical Computer Science, 607(Part 1), pp.35-48, ISSN: 0304-3975. DOI: 10.1016/j.tcs.2015.05.034.

Cui, X, Green, MA, Blower, PJ, Zhou, D, Yan, Y, Zhang, W, Djanashvili, K, Mathe, D, Veres, DS, Szigeti, K (2015) Al(OH)(3) facilitated synthesis of water-soluble, magnetic, radiolabelled and fluorescent hydroxyapatite nanoparticles, CHEMICAL COMMUNICATIONS, 51(45), pp.9332-9335, ISSN: 1359-7345. DOI: 10.1039/c5cc02259b.

Zhou, D, Dryden, IL, Koloydenko, A, Bai, L (2013) Procrustes analysis for diffusion tensor image processing, International Journal of Computer Theory and Engineering, 5(1), pp.108-113, ISSN: 1793-8201. DOI: 10.7763/IJCTE.2013.V5.657.

Ndekugri, I, Daeche, H, Zhou, D (2013) The project insurance option in infrastructure procurement, Engineering, Construction and Architectural Management, 20(3), pp.267-289, ISSN: 0969-9988. DOI: 10.1108/09699981311324005.

Dryden, IL, Koloydenko, A, Zhou, D (2009) Non-Euclidean statistics for covariance matrices with applications to diffusion tensor imaging, Annals of Applied Statistics, 3, pp.1102-1123, ISSN: 1932-6157. DOI: 10.1214/09-AOAS249.

Zhou, D and Han, S (2005) [Mathematical experiment of the track problem], Journal of Zhejiang Sci-Tech University, 22(4), pp.396-401, ISSN: 1673-3851. DOI: 10.3969/j.issn.1673-3851.2005.04.017.



Conferences

Ye, L, Hunsicker, E, Li, B, Zhou, D (2020) Brain fibre tracking improved by diffusion tensor similarity using non-Euclidean distances. In 2019 IEEE International Conference on Imaging Systems and Techniques (IST), Abu Dhabi, United Arab Emirates,ISBN: 9781728138688. DOI: 10.1109/IST48021.2019.9010570.

Zhou, D, Dryden, I, Koloydenko, A, Bai, L (2010) Procrustes Analysis for Diffusion Tensor Image Processing. In IEEE 3rd International Conference on Machine Vision, Hong Kong, pp.193-198.

Zhou, D, Dryden, IL, Koloydenko, A, Bai, L (2009) Procrustes analysis of diffusion tensor data. In 17th Annual Conference of International Society for Magnetic Resonance in Medicine, USA, pp.3583-3583.

Zhou, D, Dryden, IL, Koloydenko, A, Bai, L (2009) Weighted generalised Procrustes analysis of diffusion tensors. In LASR 2009 -Statistical Tools for Challenges in Bioinformatics, Leeds.

Zhou, D, Dryden, IL, Koloydenko, A, Li, B (2008) A Bayesian method with reparameterization for diffusion tensor imaging - art. no. 69142J. In , San Diego, CA,ISBN: 978-0-8194-7098-0. DOI: 10.1117/12.771697.

Zhou, D, Dryden, IL, Koloydenko, A, Bai, L (2008) Bayesian multi-tensor diffusion MRI and tractography. In LASR 2008 — The Art & Science of Statistical Bioinformatics, Leeds.



Books

Duan, J, Qin, C, Luo, G, Zhou, D (ed) (2024) The combination of data-driven machine learning approaches and prior knowledge for robust medical image processing and analysis, Frontiers, ISBN: 9782832550199. DOI: 10.3389/978-2-8325-5019-9.

Zhou, D (2011) Statistical Analysis of Diffusion Tensor Imaging, LAP Lambert Academic Publishing, ISBN: 9783847307877.



Datasets

Zhang, Y, Liu, B, Bunting, KV, Brind, D, Thorley, A, Karwath, A, Lu, W, Zhou, D, Wang, X, Mobley, AR, Țica, O, Gkoutos, GV, Kotecha, D, Duan, J (2024) Supplementary information files for Development of automated neural network prediction for echocardiographic left ventricular ejection fraction, DOI: 10.17028/rd.lboro.25586565.



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