Artificial intelligence-generated synthetic data for cancer research and clinical trials

• The future landscape of large language models in medicine

  2023 Communications Medicine article Medicine Artificial Intelligence in Healthcare and Education Open access cited by 1 patent

  1,062

  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
• Denoising diffusion probabilistic models for 3D medical image generation

  2023 Scientific Reports article Computer Science Generative Adversarial Networks and Image Synthesis Open access cited by 2 patents

  343

  citations
• A multimodal comparison of latent denoising diffusion probabilistic models and generative adversarial networks for medical image synthesis

  2023 Scientific Reports article Computer Science Generative Adversarial Networks and Image Synthesis Open access

  216

  citations
• Large language models should be used as scientific reasoning engines, not knowledge databases

  2023 Nature Medicine article Medicine Artificial Intelligence in Healthcare and Education

  100

  citations
• Medical domain knowledge in domain-agnostic generative AI

  2022 npj Digital Medicine article Medicine Artificial Intelligence in Healthcare and Education Open access

  65

  citations
• Recruiting Adolescent and Young Adult Cancer Survivors for Patient-Reported Outcome Research: Experiences and Sample Characteristics of the SURVAYA Study

  2022 Current Oncology article Medicine Childhood Cancer Survivors' Quality of Life Open access

  45

  citations
• Using histopathology latent diffusion models as privacy-preserving dataset augmenters improves downstream classification performance

  2024 Computers in Biology and Medicine article Computer Science AI in cancer detection Open access

  13

  citations

8 results