Shifting machine learning for healthcare from development to deployment and from models to data

• CLEAR: an auditable foundation model for radiology grounded in clinical concepts

  2026 Nature Biomedical Engineering article Medicine Artificial Intelligence in Healthcare and Education Open access

  0

  citations
• Data-centric approach to uncover and mitigate representation bias in AI segmentation of esophageal tumors on CT

  2026 European Journal of Radiology Artificial Intelligence article Computer Science Medical Image Segmentation Techniques Open access

  1

  citations
• CLEAR: An Auditable Foundation Model for Radiology Grounded in Clinical Concepts

  2026 medRxiv preprint Medicine Artificial Intelligence in Healthcare and Education Open access

  0

  citations
• Artificial intelligence agents in cancer research and oncology

  2026 Nature reviews. Cancer review Medicine Artificial Intelligence in Healthcare and Education

  20

  citations
• A systematic analysis of the impact of data variation on AI-based histopathological grading of prostate cancer

  2025 Medical Image Analysis article Computer Science AI in cancer detection Open access

  3

  citations
• Unconditional latent diffusion models memorize patient imaging data

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

  16

  citations
• Robust, credible, and interpretable AI-based histopathological prostate cancer grading

  2024 medRxiv preprint Computer Science AI in cancer detection Open access

  1

  citations

7 results

• A mountable toilet system for personalized health monitoring via the analysis of excreta

  2020 Nature Biomedical Engineering article Engineering Non-Invasive Vital Sign Monitoring Open access cited by 13 patents

  179

  citations

1 result