Zhongheng Zhang

Opening the black box of neural networks: methods for interpreting neural network models in clinical applications

2018 · 290 Zit. · Annals of Translational Medicine

Artificial Intelligence Applications for COVID-19 in Intensive Care and Emergency Settings: A Systematic Review

2021 · 39 Zit. · International Journal of Environmental Research and Public Health

Big data and clinical research: perspective from a clinician.

2014 · 36 Zit. · PubMed

Predictive analytics in the era of big data: opportunities and challenges

2020 · 36 Zit. · Annals of Translational Medicine

A practical guide for nephrologist peer reviewers: evaluating artificial intelligence and machine learning research in nephrology

2025 · 13 Zit. · Renal Failure

Enhancing Patient Selection in Sepsis Clinical Trials Design Through an AI Enrichment Strategy: Algorithm Development and Validation

2024 · 8 Zit. · Journal of Medical Internet Research

Application of Artificial Intelligence to Advance Individualized Diagnosis and Treatment in Emergency and Critical Care Medicine

2024 · 5 Zit. · Diagnostics

Editorial: Clinical application of artificial intelligence in emergency and critical care medicine, volume III

2022 · 5 Zit. · Frontiers in Medicine

Artificial Intelligence Applications for COVID-19 in Intensive Care and Emergency Settings: A Systematic Review

2021 · 2 Zit. · medRxiv

Editorial: Clinical Application of Artificial Intelligence in Emergency and Critical Care Medicine, Volume I

2021 · 1 Zit. · Frontiers in Medicine

Editorial: Clinical Application of Artificial Intelligence in Emergency and Critical Care Medicine, Volume II

2022 · 1 Zit. · Frontiers in Medicine

Advancing acute respiratory failure management through artificial intelligence: a call for thematic collection contributions

2024 · 1 Zit. · Intensive Care Medicine Experimental

Enhancing Patient Selection in Sepsis Clinical Trials Design Through an AI Enrichment Strategy: Algorithm Development and Validation (Preprint)

2023 · 0 Zit.

Doctor Sun: a bilingual multimodal large language model for biomedical AI

2026 · 0 Zit. · PeerJ Computer Science

Editorial: Clinical application of artificial intelligence in emergency and critical care medicine, volume V

2025 · 0 Zit. · Frontiers in Medicine