{"componentChunkName":"component---src-templates-tag-template-js","path":"/tag/class-activation-map","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/Deep-learning-xerostomia-prediction-model-with-anatomy-normalization-and-high-resolution-class-activation-map","categorySlug":"/category/medical-ai/"},"frontmatter":{"title":"Deep learning xerostomia prediction model with anatomy normalization and high-resolution class activation map","date":"2024-02-01T14:13:40.121Z","category":"Medical AI","description":"<p>We develop an interpretable deep learning model for xerostomia prediction using anatomy normalization and high-resolution class activation maps for improved spatial interpretability.</p> <p style=\"font-style: italic;\"><span style=\"font-weight: bold\">Bohua Wan</span>, T. McNutt, H. Quon, J. Lee</p> <p style=\"font-style: italic;\">Proc. SPIE Medical Imaging 2025 (2025).</p>","github":"","paper":"https://doi.org/10.1117/12.3046796","socialImage":{"publicURL":"/static/c4f57f9af7708858fec4ab36916dc0f9/fig1.jpg","childImageSharp":{"fluid":{"base64":"data:image/jpeg;base64,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","aspectRatio":2.4976076555023923,"src":"/static/c4f57f9af7708858fec4ab36916dc0f9/b417d/fig1.jpg","srcSet":"/static/c4f57f9af7708858fec4ab36916dc0f9/b417d/fig1.jpg 522w","sizes":"(max-width: 522px) 100vw, 522px","maxHeight":209,"maxWidth":522}}}}}}]}},"pageContext":{"tag":"Class Activation Map","currentPage":0,"postsLimit":8,"postsOffset":0,"prevPagePath":"/tag/class-activation-map","nextPagePath":"/tag/class-activation-map/page/1","hasPrevPage":false,"hasNextPage":false}},"staticQueryHashes":["251939775","401334301","41472230"]}