Generative Artificial Intelligence in Anatomic Pathology

• The impact of site-specific digital histology signatures on deep learning model accuracy and bias

  2021 Nature Communications article Computer Science AI in cancer detection Open access

  320

  citations
• Transformer-based biomarker prediction from colorectal cancer histology: A large-scale multicentric study

  2023 Cancer Cell article Computer Science AI in cancer detection Open access cited by 3 patents

  277

  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
• Extracting structured information from unstructured histopathology reports using generative pre‐trained transformer 4 ( GPT ‐4)

  2023 The Journal of Pathology article Medicine Artificial Intelligence in Healthcare and Education Open access

  122

  citations
• Adversarial attacks and adversarial robustness in computational pathology

  2022 Nature Communications article Computer Science Adversarial Robustness in Machine Learning Open access

  115

  citations
• Large language models and multimodal foundation models for precision oncology

  2024 npj Precision Oncology editorial Medicine Artificial Intelligence in Healthcare and Education Open access

  79

  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
• Benchmarking Pathology Feature Extractors for Whole Slide Image Classification

  2023 St Andrews Research Repository (St Andrews Research Repository) conference-paper Computer Science AI in cancer detection Open access

  7

  citations

8 results