{"componentChunkName":"component---src-templates-tag-template-js","path":"/tag/generative-models","result":{"data":{"site":{"siteMetadata":{"title":"Bohua Wan's personal site","subtitle":"PhD student majored in computer science at Johns Hopkins University."}},"allMarkdownRemark":{"edges":[{"node":{"fields":{"slug":"/posts/Towards-Virtual-Clinical-Trials-of-Radiology-AI-with-Conditional-Generative-Modeling","categorySlug":"/category/medical-ai/"},"frontmatter":{"title":"Towards Virtual Clinical Trials of Radiology AI with Conditional Generative Modeling","date":"2024-06-01T14:13:40.121Z","category":"Medical AI","description":"<p>We propose a framework for conducting virtual clinical trials of radiology AI systems using conditional generative models to synthesize realistic medical imaging scenarios for comprehensive AI evaluation.</p> <p style=\"font-style: italic;\">B. D. Killeen*, <span style=\"font-weight: bold\">Bohua Wan*</span>, A. V. Kulkarni, N. Drenkow, M. Oberst, P. H. Yi, M. Unberath</p> <p style=\"font-style: italic;\">arXiv preprint arXiv:2502.09688 (2025).</p>","github":"","paper":"https://arxiv.org/abs/2502.09688","socialImage":{"publicURL":"/static/1c953bf94b26f59fc6ee0fc03d2b21f8/architecture.png","childImageSharp":{"fluid":{"base64":"data:image/png;base64,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","aspectRatio":1.7730496453900708,"src":"/static/1c953bf94b26f59fc6ee0fc03d2b21f8/5e370/architecture.png","srcSet":"/static/1c953bf94b26f59fc6ee0fc03d2b21f8/f26e3/architecture.png 750w,\n/static/1c953bf94b26f59fc6ee0fc03d2b21f8/8d364/architecture.png 1500w,\n/static/1c953bf94b26f59fc6ee0fc03d2b21f8/5e370/architecture.png 3000w,\n/static/1c953bf94b26f59fc6ee0fc03d2b21f8/b7a32/architecture.png 4299w","sizes":"(max-width: 3000px) 100vw, 3000px","maxHeight":1690,"maxWidth":3000}}}}}}]}},"pageContext":{"tag":"Generative Models","currentPage":0,"postsLimit":8,"postsOffset":0,"prevPagePath":"/tag/generative-models","nextPagePath":"/tag/generative-models/page/1","hasPrevPage":false,"hasNextPage":false}},"staticQueryHashes":["251939775","401334301","41472230"]}