Alert button
Picture for Tingting Zhu

Tingting Zhu

Alert button

Understanding Missingness in Time-series Electronic Health Records for Individualized Representation

Feb 24, 2024
Ghadeer O. Ghosheh, Jin Li, Tingting Zhu

Viaarxiv icon

A Perspective on Individualized Treatment Effects Estimation from Time-series Health Data

Feb 07, 2024
Ghadeer O. Ghosheh, Moritz Gögl, Tingting Zhu

Viaarxiv icon

IGNITE: Individualized GeNeration of Imputations in Time-series Electronic health records

Jan 09, 2024
Ghadeer O. Ghosheh, Jin Li, Tingting Zhu

Viaarxiv icon

DySurv: Dynamic Deep Learning Model for Survival Prediction in the ICU

Oct 28, 2023
Munib Mesinovic, Peter Watkinson, Tingting Zhu

Viaarxiv icon

How to Evaluate Semantic Communications for Images with ViTScore Metric?

Sep 09, 2023
Tingting Zhu, Bo Peng, Jifan Liang, Tingchen Han, Hai Wan, Jingqiao Fu, Junjie Chen

Figure 1 for How to Evaluate Semantic Communications for Images with ViTScore Metric?
Figure 2 for How to Evaluate Semantic Communications for Images with ViTScore Metric?
Figure 3 for How to Evaluate Semantic Communications for Images with ViTScore Metric?
Figure 4 for How to Evaluate Semantic Communications for Images with ViTScore Metric?
Viaarxiv icon

Explainable AI for clinical risk prediction: a survey of concepts, methods, and modalities

Aug 16, 2023
Munib Mesinovic, Peter Watkinson, Tingting Zhu

Figure 1 for Explainable AI for clinical risk prediction: a survey of concepts, methods, and modalities
Figure 2 for Explainable AI for clinical risk prediction: a survey of concepts, methods, and modalities
Figure 3 for Explainable AI for clinical risk prediction: a survey of concepts, methods, and modalities
Figure 4 for Explainable AI for clinical risk prediction: a survey of concepts, methods, and modalities
Viaarxiv icon

All models are local: time to replace external validation with recurrent local validation

May 13, 2023
Alex Youssef, Michael Pencina, Anshul Thakur, Tingting Zhu, David Clifton, Nigam H. Shah

Viaarxiv icon

XMI-ICU: Explainable Machine Learning Model for Pseudo-Dynamic Prediction of Mortality in the ICU for Heart Attack Patients

May 10, 2023
Munib Mesinovic, Peter Watkinson, Tingting Zhu

Figure 1 for XMI-ICU: Explainable Machine Learning Model for Pseudo-Dynamic Prediction of Mortality in the ICU for Heart Attack Patients
Figure 2 for XMI-ICU: Explainable Machine Learning Model for Pseudo-Dynamic Prediction of Mortality in the ICU for Heart Attack Patients
Figure 3 for XMI-ICU: Explainable Machine Learning Model for Pseudo-Dynamic Prediction of Mortality in the ICU for Heart Attack Patients
Figure 4 for XMI-ICU: Explainable Machine Learning Model for Pseudo-Dynamic Prediction of Mortality in the ICU for Heart Attack Patients
Viaarxiv icon

Is dataset condensation a silver bullet for healthcare data sharing?

May 05, 2023
Yujiang Wang, Anshul Thakur, Mingzhi Dong, Pingchuan Ma, Stavros Petridis, Li Shang, Tingting Zhu, David Clifton

Figure 1 for Is dataset condensation a silver bullet for healthcare data sharing?
Figure 2 for Is dataset condensation a silver bullet for healthcare data sharing?
Figure 3 for Is dataset condensation a silver bullet for healthcare data sharing?
Figure 4 for Is dataset condensation a silver bullet for healthcare data sharing?
Viaarxiv icon

Data Encoding For Healthcare Data Democratisation and Information Leakage Prevention

May 05, 2023
Anshul Thakur, Tingting Zhu, Vinayak Abrol, Jacob Armstrong, Yujiang Wang, David A. Clifton

Figure 1 for Data Encoding For Healthcare Data Democratisation and Information Leakage Prevention
Figure 2 for Data Encoding For Healthcare Data Democratisation and Information Leakage Prevention
Figure 3 for Data Encoding For Healthcare Data Democratisation and Information Leakage Prevention
Figure 4 for Data Encoding For Healthcare Data Democratisation and Information Leakage Prevention
Viaarxiv icon