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PubMed

Image-based evaluation of a commercial AI synthetic CT generator for brain and prostate MR-only radiotherapy.

PMID: 42547906 ·

Morgan Aire, Carson Matthews, Joshua Jones, David Duong, Christopher Schneider, Sotirios Stathakis, Olivia Shay, Krystal Kirby

JournalJournal of applied clinical medical physics
Year
PMID42547906

Abstract

Synthetic CTs (sCT) were developed to provide electron density information for MR-only treatment planning. Some AI-based sCT generators have received FDA-clearance and better capture tissue heterogeneity through voxel-wise mappings to improve image guidance and dose calculation. To quantitatively characterize the image quality and geometric surrogate agreement of an FDA 510(k) cleared AI-based synthetic CT generator (TheraPanacea) for brain and prostate MR-only radiotherapy, using per-structure

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