2024
DOI: 10.1002/mp.17536
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Tumor aware recurrent inter‐patient deformable image registration of computed tomography scans with lung cancer

Jue Jiang,
Chloe Min Seo Choi,
Maria Thor
et al.

Abstract: BackgroundVoxel‐based analysis (VBA) for population level radiotherapy (RT) outcomes modeling requires topology preserving inter‐patient deformable image registration (DIR) that preserves tumors on moving images while avoiding unrealistic deformations due to tumors occurring on fixed images.PurposeWe developed a tumor‐aware recurrent registration (TRACER) deep learning (DL) method and evaluated its suitability for VBA.MethodsTRACER consists of encoder layers implemented with stacked 3D convolutional long short… Show more

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