Tingting Zhu

University of Oxford

United Kingdom

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Articles (20)

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2025

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2023

Collaborators (16)

John Allen

Coventry University

UNITED KINGDOM

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Simon Knight

University of Oxford

UNITED KINGDOM

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Pradeep Virdee

University of Oxford

UNITED KINGDOM

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Anshul Thakur

University of Oxford

UNITED KINGDOM

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Dingchang Zheng

Coventry University

UNITED KINGDOM

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Chungkeun Lee

Professor for Research Cooperation

Seoul National University Hospital

SOUTH KOREA

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Stephanie Baker

Lecturer

James Cook University

AUSTRALIA

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Ramakrishna Mukkamala

University of Pittsburgh

UNITED STATES

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Clare Bankhead

University of Oxford

UNITED KINGDOM

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Zhengming Chen

University of Oxford

UNITED KINGDOM

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Dr. Vinod Kumar Chauhan

University of Oxford

UNITED KINGDOM

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Catherine Thwaites

University of Oxford

UNITED KINGDOM

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Maxine Whelan

Coventry University

UNITED KINGDOM

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Kiana Khorasani Collins

University of Oxford

UNITED KINGDOM

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Jesús Lázaro

Assistant Professor (Profesor Ayudante Doctor)

Universidad de Zaragoza

SPAIN

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Robert Clarke

University of Oxford

UNITED KINGDOM

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Tingting Zhu

Research Interests

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Articles (20)

Benchmarking Large Language Models in Evidence-Based Medicine

Explainability in the age of large language models for healthcare

Transformers and large language models are efficient feature extractors for electronic health record studies

Machine learning and clinician predictions of antibiotic resistance in Enterobacterales bloodstream infections

A Survey of Few-Shot Learning for Biomedical Time Series

Uncertainty-Inspired Multi-Task Learning in Arbitrary Scenarios of ECG Monitoring

AutoNet-Generated Deep Layer-Wise Convex Networks for ECG Classification

Data encoding for healthcare data democratization and information leakage prevention

A Survey of Generative Adversarial Networks for Synthesizing Structured Electronic Health Records

Student Loss: Towards the Probability Assumption in Inaccurate Supervision

Physical activity and asthma symptom control in children during COVID-19 lockdown

Clinical Decision Support Systems Used in Transplantation: Are They Tools for Success or an Unnecessary Gadget? A Systematic Review.

Improving Diagnostics with Deep Forest Applied to Electronic Health Records

Synthesizing Electronic Health Records for Predictive Models in Low-Middle-Income Countries (LMICs)

Heterogeneity in the diagnosis and prognosis of ischemic stroke subtypes: 9-year follow-up of 22,000 cases in Chinese adults

DyVGRNN: DYnamic mixture Variational Graph Recurrent Neural Networks

The 2023 wearable photoplethysmography roadmap.

Generating synthetic mixed-type longitudinal electronic health records for artificial intelligent applications

Improving Classification of Tetanus Severity for Patients in Low-Middle Income Countries Wearing ECG Sensors by Using a CNN-Transformer Network

BLOod Test Trend for cancEr Detection (BLOTTED): protocol for an observational and prediction model development study using English primary care electronic health record data.

Collaborators (16)

John Allen

Simon Knight

Pradeep Virdee

Anshul Thakur

Dingchang Zheng

Chungkeun Lee

Stephanie Baker

Ramakrishna Mukkamala

Clare Bankhead

Zhengming Chen

Dr. Vinod Kumar Chauhan

Catherine Thwaites

Maxine Whelan

Kiana Khorasani Collins

Jesús Lázaro

Robert Clarke

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