Tingting Zhu
Position:
Co-PI
COCHE Publications by Author:
A scalable federated learning solution for secondary care using low-cost microcomputing: privacy-preserving development and evaluation of a COVID-19 screening test in UK hospitals. The Lancet Digital Health, 6(2), e93-e104.
Published:
1 February 2024
Andrew A S Soltan, Anshul Thakur, Jenny Yang, Anoop Chauhan, Leon G D’Cruz, Phillip Dickson, Marina A Soltan, David R Thickett, David W Eyre, Tingting Zhu, David A Clifton
Adversarial De-confounding in Individualised Treatment Effects Estimation. In International Conference on Artificial Intelligence and Statistics, pp. 837-849. PMLR, 2023
Published:
1 August 2023
Vinod Kumar Chauhan, Soheila Molaei, Marzia Hoque Tania, Anshul Thakur, Tingting Zhu and David Clifton
Are Time Series Foundation Models Ready for Vital Sign Forecasting in Healthcare?. In Proceedings of the 4th Machine Learning for Health Symposium (Proceedings of Machine Learning Research (Vol. 259, pp. 401-419).https://proceedings.mlr.press/v259/gu25a.html
Published:
1 December 2024
Xiao Gu*, Yu Liu*, Zaineb Mohsin, Jonathan Bedford, Anshul Thakur, Peter Watkinson, Lei Clifton, Tingting Zhu
AutoNet-Generated Deep Layer-Wise Convex Networks for ECG Classification. IEEE Transactions on Pattern Analysis and Machine Intelligence. DOI: 10.1109/TPAMI.2024.3378843
Published:
1 March 2024
Yanting Shen, Lei Lu*, Tingting Zhu, Xinshao Wang*, Lei Clifton, Zhengming Chen, Robert Clarke, and David A. Clifton.
Classification of Tetanus Severity in Intensive-Care Settings for Low-Income Countries Using Wearable Sensing. Sensors 2022, 22(17), 6554. https://doi.org/10.3390/s22176554
Published:
1 October 2022
Ping Lu*, Shadi Ghiasi, Jannis Hagenah, Ho Bich Hai, Nguyen Van Hao, Phan Nguyen Quoc Khanh, Le Dinh Van Khoa, VITAL Consortium, Louise Thwaites, David A. Clifton, and Tingting Zhu
CliqueFluxNet: Unveiling EHR Insights with Stochastic Edge Fluxing and Maximal Clique Utilisation Using Graph Neural Networks. Journal of Healthcare Informatics Research, 8(3), 555-575. https://doi.org/10.1007/s41666-024-00169-2
Published:
1 August 2024
Soheila Molaei*, Nima Ghanbari Bousejin, Ghadeer O. Ghosheh, Anshul Thakur, Vinod Kumar Chauhan, Tingting Zhu & David A. Clifton
Data encoding for healthcare data democratization and information leakage prevention. Nature Communications, 15(1), 1582. https://doi.org/10.1038/s41467-024-45777-z
Published:
1 February 2024
Anshul Thakur*, Tingting Zhu, Vinayak Abrol, Jacob Armstrong, Yujiang Wang*, and David A. Clifton.
Decoding 2.3 million ECGs: interpretable deep learning for advancing cardiovascular diagnosis and mortality risk stratification. European Heart Journal-Digital Health, 5(3), 247-259. https://doi.org/10.1093/ehjdh/ztae014
Published:
1 February 2024
Lei Lu*, Tingting Zhu*, Antonio H Ribeiro, Lei Clifton, Erying Zhao, Jiandong Zhou, Antonio Luiz P Ribeiro, Yuan-Ting Zhang, David A Clifton
DyVGRNN: DYnamic mixture variational graph recurrent neural networks. Neural Networks, 165, 596-610. https://doi.org/10.1016/j.neunet.2023.05.048
Published:
1 August 2023
Ghazaleh Niknam, Soheila Molaei*, Hadi Zare, Shirui Pan, Mahdi Jalili, Tingting Zhu, David Clifton
Hospital monitoring. In the 2023 wearable photoplethysmography roadmap (pp. 52-54). DOI: 10.1088/1361-6579/acead2
Published:
1 July 2023
Tingting Zhu, Lei Lu, and David A. Clifton
Improving Classification of Tetanus Severity for Patients in Low-Middle Income Countries Wearing ECG Sensors by Using a CNN-Transformer Network. IEEE Transactions on Biomedical Engineering, pp.1-11. DOI: 10.1109/TBME.2022.3216383
Published:
1 October 2022
Ping Lu*, Chenyang Wang, jannis Hagenah, Shadi ghiasi, Consortium Vital, Tingting Zhu, Louise Thwaites, David A. Clifton
Improving Diagnostics with Deep Forest Applied to Electronic Health Records. Sensors, 23(14), 6571. https://doi.org/10.3390/s23146571