W3101156210

• Unconditional latent diffusion models memorize patient imaging data

  2025 Nature Biomedical Engineering article Computer Science Generative Adversarial Networks and Image Synthesis

  16

  citations
• Continual learning in medical image analysis: A comprehensive review of recent advancements and future prospects

  2025 Medical Image Analysis article Computer Science Domain Adaptation and Few-Shot Learning Open access

  26

  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
• Knowledge Graph-Enhanced Vision-to-Language Multimodal Models for Radiology Report Generation

  2025 Lecture notes in computer science conference-paper Computer Science Multimodal Machine Learning Applications

  3

  citations
• Overcoming data scarcity in biomedical imaging with a foundational multi-task model

  2024 Nature Computational Science article Computer Science Domain Adaptation and Few-Shot Learning Open access

  73

  citations
• What patient positioning in chest X-ray is still acceptable? – An empirical study on thresholding quality metrics

  2024 Imaging article Medicine Radiation Dose and Imaging Open access

  2

  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
• Advances in medical image analysis with vision Transformers: A comprehensive review

  2023 Medical Image Analysis article Computer Science Medical Image Segmentation Techniques

  482

  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
• MedMNIST v2 - A large-scale lightweight benchmark for 2D and 3D biomedical image classification

  2023 Scientific Data data-paper Computer Science Advanced Neural Network Applications Open access cited by 1 patent

  1,037

  citations
• Accounting for diversity in AI for medicine

  2022 Computer law & security review article Social Sciences Ethics and Social Impacts of AI Open access

  50

  citations
• MedMNIST v2 -- A large-scale lightweight benchmark for 2D and 3D biomedical image classification

  2021 arXiv (Cornell University) preprint Computer Science Advanced Neural Network Applications Open access

  73

  citations
• Advancing diagnostic performance and clinical usability of neural networks via adversarial training and dual batch normalization

  2021 Nature Communications article Computer Science Explainable Artificial Intelligence (XAI) Open access

  42

  citations
• Swarm Learning for decentralized and confidential clinical machine learning

  2021 Nature article Computer Science Privacy-Preserving Technologies in Data Open access cited by 9 patents

  901

  citations
• Machine learning algorithms trained with pre-hospital acquired history-taking data can accurately differentiate diagnoses in patients with hip complaints

  2021 Acta Orthopaedica article Health Professions Artificial Intelligence in Healthcare Open access

  22

  citations
• DeepKneeExplainer: Explainable Knee Osteoarthritis Diagnosis From Radiographs and Magnetic Resonance Imaging

  2021 IEEE Access article Computer Science Explainable Artificial Intelligence (XAI) Open access cited by 2 patents

  62

  citations
• Breaking medical data sharing boundaries by using synthesized radiographs

  2020 Science Advances article Medicine Artificial Intelligence in Healthcare and Education Open access

  67

  citations

19 results