Siegfried K. Wagner

A comparison of deep learning performance against health-care professionals in detecting diseases from medical imaging: a systematic review and meta-analysis

2019 · 1.743 Zit. · The Lancet Digital Health

Automated deep learning design for medical image classification by health-care professionals with no coding experience: a feasibility study

2019 · 310 Zit. · The Lancet Digital Health

Code-free deep learning for multi-modality medical image classification

2021 · 166 Zit. · Nature Machine Intelligence

A Clinician's Guide to Artificial Intelligence: How to Critically Appraise Machine Learning Studies

2020 · 152 Zit. · Translational Vision Science & Technology

Artificial intelligence extension of the OSCAR‐IB criteria

2021 · 48 Zit. · Annals of Clinical and Translational Neurology

Will AI Replace Ophthalmologists?

2020 · 37 Zit. · Translational Vision Science & Technology

The urgent need to accelerate synthetic data privacy frameworks for medical research

2024 · 25 Zit. · The Lancet Digital Health

An ethics assessment tool for artificial intelligence implementation in healthcare: CARE-AI

2024 · 20 Zit. · Nature Medicine

Deep Learning Under Scrutiny: Performance Against Health Care Professionals in Detecting Diseases from Medical Imaging - Systematic Review and Meta-Analysis

2019 · 17 Zit. · SSRN Electronic Journal

Clinician-driven artificial intelligence in ophthalmology: resources enabling democratization

2021 · 11 Zit. · Current Opinion in Ophthalmology

Exploring the Dilemma of AI Use in Medical Research and Knowledge Synthesis: A Perspective on Deep Research Tools

2025 · 5 Zit. · Journal of Medical Internet Research

Large language models in global health

2026 · 5 Zit. · Nature Health

Understanding the robustness of vision-language models to medical image artefacts

2025 · 3 Zit. · npj Digital Medicine

Revealing the Impact of Pre-training Data on Medical Foundation Models

2025 · 3 Zit. · Research Square

The role of artificial intelligence in hypertension management

2026 · 1 Zit. · Current Opinion in Nephrology & Hypertension