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According to findings integrated into the 2026 guidelines, CT imaging continues to contribute significantly (roughly 63%) to medical collective doses in the U.S., making accurate dosimetry tools like MIRDct, which assist in optimizing protocols, essential.

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The tool enables the calculation of organ-absorbed doses, rather than just volumetric CT dose index ( CTDIvolCTDI sub vol end-sub ), providing a more realistic picture of radiation risk. mird237 new

| Metric | Conventional MIRD (Monte‑Carlo) | MIRD237 (AI‑augmented) | |--------|--------------------------------|------------------------| | | 2–8 h (high‑resolution) | <0.1 s (real‑time) | | Spatial Resolution | 5 mm (organ average) | 0.5 mm (voxel) | | Dose Uncertainty | ±10 % (patient‑average) | ±2–3 % (patient‑specific) | | Workflow Integration | Offline, post‑hoc | Seamless, intra‑procedural | | Data Accessibility | Local, isolated | Cloud‑based, shareable |

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For global applications, MIR-D237 can support multiple languages, making it versatile for use in international products.

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