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RESEARCH PAPER ANALYSIS

MIRD Pamphlet No. 34, Part 2: Benchmarking of MIRDct Software for CT Organ Dose Estimation.

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PMID42315308
JournalJournal of nuclear medicine : official publication, Society of Nuclear Medicine
Publication Date2026-06-18
Ingested2026-08-02 12:07 AM
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ABSTRACT

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Accurate estimation of organ and effective doses in CT imaging is essential for risk assessment, protocol optimization, and personalized care in diagnostic radiology and nuclear medicine. We systematically benchmarked MIRDct, a freely available mesh phantom-based CT dose calculation software, against established reference software (National Cancer Institute Dosimetry System for Computed Tomography [NCICT] and VirtualDose [Virtual Phantoms]) by evaluating agreement between organ-absorbed doses and effective doses across representative scanners, phantoms, and protocols. Methods: Organ absorbed and effective doses were calculated for adult and pediatric phantoms for whole-body (WB) and regional (head, chest, abdomen-pelvis [AP]) CT examinations. MIRDct uses mesh-based International Commission on Radiologic Protection (ICRP) reference phantoms with anatomically realistic organ surfaces, whereas NCICT and VirtualDose use voxel-based ICRP 110 and hybrid Rensselaer Polytechnic Institute/University of Florida phantom models, respectively. For each software, volumetric CT dose index (CTDIvol) values were obtained from the software interface using matched acquisition parameters; in MIRDct, these values were derived from scanner console-reported outputs for the corresponding protocol settings. Organ absorbed doses, dose coefficients, and effective doses were computed across 44 matched scanner-phantom-protocol configurations. Inter-software differences were summarized using medians and interquartile ranges. For regional protocols, organ-absorbed doses were stratified by irradiation category (in-field, partial-in-field, out-of-field), to assess field-dependent variability. Results: CTDIvol​ values reported by the 3 software tools showed close agreement across matched protocol configurations, with median inter-software differences not exceeding 7%. For in-field organs, dose coefficients from NCICT and VirtualDose generally agreed with MIRDct values within ±25% across adult and pediatric head, chest, AP, and WB protocols, indicating good agreement in the primary beam region. Larger relative deviations occurred for partial-in-field and out-of-field organs, where doses were scatter-dominated; however, absolute organ doses were less than 2 mGy, limiting clinical relevance. Effective dose estimates showed similar concordance: differences were below 25% for all VirtualDose comparisons except head scans and for WB protocols, whereas adult chest and AP protocols differed by up to 40% relative to NCICT. These differences were associated with variations in phantom anatomy and fixed, pre-tabulated CTDIvol reference values in NCICT and VirtualDose, compared with protocol-specific, console-reported CTDIvol inputs in MIRDct. Conclusion: MIRDct provides organ- and effective-dose estimates that are broadly consistent with established CT dosimetry tools, with agreement typically within ±25% for in-field organs and within a few milligray for absolute doses across adult and pediatric protocols. The use of mesh-based ICRP reference phantoms with anatomically realistic organ surfaces, protocol-specific CTDIvol inputs from the scanner console, and uncertainty propagation supports its application as a research tool for CT dose benchmarking, protocol optimization, and quality assurance in diagnostic CT and nuclear medicine.

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BMC palliative care 59.9 6 Development and Optimization of 111 In-Dinutuximab-IRDye800, a Dual-Modality Intraoperative Molecular Imaging Agent for Pediatric Neuroblastoma Resection. bioRxiv : the preprint server for biology 77.4 7 High-Resolution Subtyping of Pediatric Low-Grade Glioma Using an Integrated Meta-Clustering Framework. bioRxiv : the preprint server for biology 67.5 8 Concordance of rapid whole genome and targeted long read sequencing of pediatric brain tumors with standard clinical testing. Research square 61.9 9 Synergistic targeting of EP300/CBP and EYA co-activators collapses the rhabdomyosarcoma core regulatory circuit. bioRxiv : the preprint server for biology 57.6 10 Clinical Presentation of, Treatment Approaches for, and the Impact of Social Determinants of Health on Pediatric Catatonia: A Structured Qualitative Synthesis and Targeted Literature Review. Cureus 66.04 11 Sequential Philadelphia-Positive Pre-B Acute Lymphoblastic Leukemia and Chronic Myeloid Leukemia With Distinct BCR::ABL1 Fusion Transcripts. Cancer reports (Hoboken, N.J.) 67.1 12 Intracranial germ cell tumours presenting with AVP deficiency and evolving panhypopituitarism: diagnostic pitfalls in early imaging and biopsy. Endocrinology, diabetes & metabolism case reports 64.0 13 A Subset of FOXO1-Fusion Negative Rhabdomyosarcoma With Round Cell (Alveolar) and "Burkitt-Like" Morphology Is Associated With High Amplification of MYCL: A Report From the Children's Oncology Group. Genes, chromosomes & cancer 57.5 14 Pediatric lynch-associated melanoma arising in ovarian teratoma: a case report. Gynecologic oncology reports 55.1 15 Case Report: Case series: growth hormone replacement for severe growth hormone deficiency during BRAF inhibitor therapy in pediatric low-grade glioma: long-term follow-up. 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Frontiers in oncology 68.2 22 Clinical and radiological features of posterior reversible encephalopathy syndrome in children: a retrospective study. Frontiers in pediatrics 69.3 23 Case Report: Cytomegalovirus-associated granulomatous lung disease in an immunocompetent preterm infant. Frontiers in immunology 47.5 24 Atypical echocardiographic phenotype of end-stage hypertrophic cardiomyopathy: a case series. Frontiers in cardiovascular medicine 57.0 25 Utilizing BRAF/MEK Inhibitors to Reduce Morbidity in a Pediatric Patient With Ameloblastoma: A Case Report. Journal of oral and maxillofacial surgery : official journal of the American Association of Oral and Maxillofacial Surgeons 55.26 26 EWSR1-FLI1 expression combined with monoallelic EWSR1 depletion is associated with mitotic spindle damage and nocodazole sensitivity. Biology open 53.3 27 Real-World Outcomes of Total Body Irradiation versus Chemotherapy-Based Conditioning in Pediatric Acute Lymphoblastic Leukemia. Clinical epidemiology 74.84 28 Structure and Function of Archaeal SRP54 Protein Mutants Associated with Human Severe Congenital Neutropenia. ACS omega 55.0 29 Minibeam Radiotherapy in Pediatric Cancer: First Clinical Use in a Treatment-Refractory Sarcoma. Pediatric blood & cancer 58.3 30 Refractory Idiopathic Infantile Pyoderma Gangrenosum Successfully Treated With Infliximab: A Case Report. Case reports in pediatrics 61.72 31 Prospective evaluation of serum methotrexate pharmacokinetics following intrathecal methotrexate in acute lymphoblastic leukaemia. British journal of haematology 62.8 32 Gradient-driven microfluidic framework for the screening of ratiometric drug combinations towards precision oncology in paediatric leukaemia. Nature biomedical engineering 64.16
PATIENT-FRIENDLY SUMMARY

MIRD Pamphlet No. 34, Part 2: Benchmarking of MIRDct Software for CT Organ Dose Estimation.

For education only—not personal medical advice.

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