Tingting Zhu

External validation of AI models in health should be replaced with recurring local validation

2023 · 146 Zit. · Nature Medicine

A medical multimodal large language model for future pandemics

2023 · 139 Zit. · npj Digital Medicine

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

2023 · 100 Zit. · npj Digital Medicine

Clinical benefit of AI-assisted lung ultrasound in a resource-limited intensive care unit

2023 · 51 Zit. · Critical Care

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

2024 · 36 Zit. · The Lancet Digital Health

Benchmarking Large Language Models in Evidence-Based Medicine

2024 · 26 Zit. · IEEE Journal of Biomedical and Health Informatics

The Promise of Clinical Decision Support Systems Targetting Low-Resource Settings

2020 · 23 Zit. · IEEE Reviews in Biomedical Engineering

Explainability in the age of large language models for healthcare

2025 · 15 Zit. · Communications Engineering

Scalable federated learning for emergency care using low cost microcomputing: Real-world, privacy preserving development and evaluation of a COVID-19 screening test in UK hospitals

2023 · 6 Zit. · medRxiv

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

2023 · 5 Zit. · arXiv (Cornell University)

Real-world evaluation of AI-driven COVID-19 triage for emergency admissions: External validation & operational assessment of lab-free and high-throughput screening solutions

2021 · 3 Zit. · medRxiv

RapiD_AI: A framework for Rapidly Deployable AI for novel disease & pandemic preparedness

2022 · 1 Zit. · medRxiv

Bridging Data Gaps of Rare Conditions in ICU: A Multi-Disease Adaptation Approach for Clinical Prediction

2025 · 0 Zit. · ArXiv.org

ProtoEHR: Hierarchical Prototype Learning for EHR-based Healthcare Predictions

2025 · 0 Zit.

Medical records condensation: a roadmap towards healthcare data democratisation

2023 · 0 Zit. · arXiv (Cornell University)