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Abstract #4016

MR SIGnature MAtching (MRSIGMA) with retrospective self-validation for real-time volumetric tumor motion imaging

Nathanael Kim1, Kathryn Tringale2, Christopher Crane2, Neelam Tyagi1, and Ricardo Otazo1,3
1Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY, United States, 2Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, United States, 3Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, United States

MRSIGMA is a promising real-time volumetric imaging for MRI-guided adaptive radiotherapy using a MR-Linac system. However, the lack of a real-time 3D reference image acquired with similar temporal resolution introduces significant challenges for in vivo validation. This work proposes a retrospective self-validation for MRSIGMA, where the same data used for real-time imaging are used to create a non-real-time reference. MRSIGMA with self-validation is tested in patients with liver tumors using quantitative metrics defined on the tumor and nearby organs-at-risk structures.

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