Marcus R. Makowski

Secure, privacy-preserving and federated machine learning in medical imaging

2020 · 1.229 Zit. · Nature Machine Intelligence

Evaluation and mitigation of the limitations of large language models in clinical decision-making

2024 · 451 Zit. · Nature Medicine

End-to-end privacy preserving deep learning on multi-institutional medical imaging

2021 · 440 Zit. · Nature Machine Intelligence

Leveraging GPT-4 for Post Hoc Transformation of Free-text Radiology Reports into Structured Reporting: A Multilingual Feasibility Study

2023 · 305 Zit. · Radiology

Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational validation study

2021 · 264 Zit. · npj Digital Medicine

Current applications and challenges in large language models for patient care: a systematic review

2025 · 152 Zit. · Communications Medicine

Medical imaging deep learning with differential privacy

2021 · 144 Zit. · Scientific Reports

Large language models for structured reporting in radiology: past, present, and future

2024 · 76 Zit. · European Radiology

Joint Imaging Platform for Federated Clinical Data Analytics

2020 · 70 Zit. · JCO Clinical Cancer Informatics

Highly accurate classification of chest radiographic reports using a deep learning natural language model pre-trained on 3.8 million text reports

2020 · 69 Zit. · Bioinformatics

International pharmacy students' perceptions towards artificial intelligence in medicine—A multinational, multicentre cross‐sectional study

2023 · 61 Zit. · British Journal of Clinical Pharmacology

Global cross-sectional student survey on AI in medical, dental, and veterinary education and practice at 192 faculties

2024 · 52 Zit. · BMC Medical Education

Preserving fairness and diagnostic accuracy in private large-scale AI models for medical imaging

2024 · 34 Zit. · Communications Medicine

Integrating Text and Image Analysis: Exploring GPT-4V’s Capabilities in Advanced Radiological Applications Across Subspecialties

2024 · 28 Zit. · Journal of Medical Internet Research

Llama 3 Challenges Proprietary State-of-the-Art Large Language Models in Radiology Board–style Examination Questions

2024 · 27 Zit. · Radiology