Bootstrapping and permuting paired t-test type statistics

• Resolution-dependent self-supervised transfer in chest radiograph classification

  2026 Communications Medicine article Medicine COVID-19 diagnosis using AI Open access

  1

  citations
• Retrieval-augmented reasoning reshapes collective reliability in text-based radiology question answering

  2026 Patterns article Medicine Artificial Intelligence in Healthcare and Education Open access

  1

  citations
• Multi-step retrieval and reasoning improves radiology question answering with large language models

  2025 npj Digital Medicine article Medicine Artificial Intelligence in Healthcare and Education Open access

  18

  citations
• Boosting multi-demographic federated learning for chest radiograph analysis using general-purpose self-supervised representations

  2025 European Journal of Radiology Artificial Intelligence article Computer Science Privacy-Preserving Technologies in Data Open access

  9

  citations
• RadioRAG: Online Retrieval–Augmented Generation for Radiology Question Answering

  2025 Radiology Artificial Intelligence article Medicine Artificial Intelligence in Healthcare and Education Open access

  28

  citations
• The Treasure Trove Hidden in Plain Sight: The Utility of GPT-4 in Chest Radiograph Evaluation

  2024 Radiology article Medicine Artificial Intelligence in Healthcare and Education

  8

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

  2024 Communications Medicine article Computer Science Privacy-Preserving Technologies in Data Open access

  52

  citations
• Large language models streamline automated machine learning for clinical studies

  2024 Nature Communications article Medicine Artificial Intelligence in Healthcare and Education Open access

  115

  citations
• Enhancing diagnostic deep learning via self-supervised pretraining on large-scale, unlabeled non-medical images

  2024 European Radiology Experimental article Medicine COVID-19 diagnosis using AI Open access

  34

  citations
• Enhancing domain generalization in the AI-based analysis of chest radiographs with federated learning

  2023 Scientific Reports article Medicine COVID-19 diagnosis using AI Open access

  26

  citations
• Encrypted federated learning for secure decentralized collaboration in cancer image analysis

  2023 Medical Image Analysis article Computer Science Privacy-Preserving Technologies in Data Open access

  90

  citations
• Securing Collaborative Medical AI by Using Differential Privacy: Domain Transfer for Classification of Chest Radiographs

  2023 Radiology Artificial Intelligence article Computer Science Privacy-Preserving Technologies in Data Open access

  19

  citations
• Medical transformer for multimodal survival prediction in intensive care: integration of imaging and non-imaging data

  2023 Scientific Reports article Computer Science Machine Learning in Healthcare Open access

  60

  citations
• Preserving privacy in domain transfer of medical AI models comes at no performance costs: The integral role of differential privacy

  2023 arXiv (Cornell University) preprint Computer Science Privacy-Preserving Technologies in Data Open access

  3

  citations
• Collaborative training of medical artificial intelligence models with non-uniform labels

  2023 Scientific Reports article Computer Science Privacy-Preserving Technologies in Data Open access

  25

  citations

15 results