Tingting Zhu
University of Oxford
H-index: 24
Europe-United Kingdom
Top articles of Tingting Zhu
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Understanding Missingness in Time-series Electronic Health Records for Individualized Representation | arXiv preprint arXiv:2402.15730 | Ghadeer O Ghosheh Jin Li Tingting Zhu | 2024/2/24 |
Deep Learning-Based Wearable Electro-Tonoarteriography (ETAG) Processing Method And Apparatus For Estimation of Continuous Arterial Blood Pressure | 2024/1/4 | ||
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 | Andrew AS Soltan Anshul Thakur Jenny Yang Anoop Chauhan Leon G D’Cruz | 2024/2/1 |
Data encoding for healthcare data democratization and information leakage prevention | Nature Communications | Anshul Thakur Tingting Zhu Vinayak Abrol Jacob Armstrong Yujiang Wang | 2024/2/21 |
Leveraging transformers and large language models with antimicrobial prescribing data to predict sources of infection for electronic health record studies | medRxiv | Kevin Yuan Chang Ho Yoon Qingze Gu Henry Munby A Sarah Walker | 2024 |
Student Loss: Towards the Probability Assumption in Inaccurate Supervision | IEEE TPAMI | Shuo Zhang Jian-Qing Li Hamido Fujita Yu-Wen Li Deng-Bao Wang | 2024/1/23 |
Decoding 2.3 Million ECGs: Interpretable Deep Learning for Advancing Cardiovascular Diagnosis and Mortality Risk Stratification | European Heart Journal-Digital Health | Lei Lu Tingting Zhu Antonio H Ribeiro Lei Clifton Erying Zhao | 2024/2/19 |
Heart Rate Variability Measured from Wearable Devices as a Marker of Disease Severity in Tetanus | The American Journal of Tropical Medicine and Hygiene | Ho Bich Hai Jonathan WS Cattrall Nguyen Van Hao Hoang Minh Tu Van Duong Bich Thuy | 2024/1 |
A survey of generative adversarial networks for synthesizing structured electronic health records | Ghadeer O Ghosheh Jin Li Tingting Zhu | 2024/1/22 | |
Feasibility of wearable monitors to detect heart rate variability in children with hand, foot and mouth disease | BMC Infectious Diseases | Le Nguyen Thanh Nhan Nguyen Thanh Hung Truong Huu Khanh Nguyen Thi Thu Hong Nguyen Thi Han Ny | 2024/2/15 |
Clinical Decision Support Systems Used in Transplantation: Are They Tools for Success or an Unnecessary Gadget? A Systematic Review | Laura R Wingfield Achille Salaun Aparajita Khan Helena Webb Tingting Zhu | 2024/1/1 | |
IGNITE: Individualized GeNeration of Imputations in Time-series Electronic health records | arXiv preprint arXiv:2401.04402 | Ghadeer O Ghosheh Jin Li Tingting Zhu | 2024/1/9 |
CliqueFluxNet: Unveiling EHR Insights with Stochastic Edge Fluxing and Maximal Clique Utilisation using Graph Neural Networks | Soheila Molaei Nima Ghanbari Bousejin Ghadeer O Ghosheh Anshul Thakur Vinod Kumar Chauhan | 2024/2/9 | |
AutoNet-Generated Deep Layer-Wise Convex Networks for ECG Classification | IEEE Transactions on Pattern Analysis and Machine Intelligence | Yanting Shen Lei Lu Tingting Zhu Xinshao Wang Lei Clifton | 2024/3/21 |
Medical records condensation: a roadmap towards healthcare data democratisation | Anshul Thakur Yujiang Wang Mingzhi Dong Pingchuan Ma Stavros Petridis | 2024/1/8 | |
A Perspective on Individualized Treatment Effects Estimation from Time-series Health Data | arXiv preprint arXiv:2402.04668 | Ghadeer O Ghosheh Moritz Gögl Tingting Zhu | 2024/2/7 |
Intelligent Electrocardiogram Acquisition Via Ubiquitous Photoplethysmography Monitoring | IEEE Journal of Biomedical and Health Informatics | Zhangdaihong Liu Tingting Zhu Lei Lu Yuan-ting Zhang David A Clifton | 2023/12/18 |
BLOod Test Trend for cancEr Detection (BLOTTED): protocol for an observational and prediction model development study using English primary care electronic health record data | Diagnostic and Prognostic Research | Pradeep S Virdee Clare Bankhead Constantinos Koshiaris Cynthia Wright Drakesmith Jason Oke | 2023/1/10 |
VARIATIONAL MODELLING OF TEMPORAL EHRS FOR PHENOTYPIC CLUSTERING | Henrique Aguiar Mauro Santos Peter Watkinson Tingting Zhu | 2023/4/22 | |
A Large Language Modelling Deep Learning Framework for the Next Pandemic | Tingting Zhu Xian Wu Bang Yang Chenyu You Chenyang Wang | 2023/5/16 |
Co-Authors
