Evidence map›Paper›PMID 42253208›Full record

ArticleMedical physics2026

A constraint-normalized robustness index for HDR brachytherapy.

Andres Portocarrero-Bonifaz, Emma Viviers, Luke Mclemore, Keith T Sowards, Scott R Silva, Karina Nieto

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Article in Medical physics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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5 · Who and what money

Authors and funding

6 authors.

Andres Portocarrero-BonifazDepartment of Radiation Oncology, Mayo Clinic, Jacksonville, Florida, USA.
Emma ViviersDepartment of Radiation Oncology, Mayo Clinic, Jacksonville, Florida, USA.
Luke MclemoreDepartment of Radiation Oncology, Mayo Clinic, Jacksonville, Florida, USA.
Keith T SowardsDepartment of Radiation Oncology, Brown Cancer Center, University of Louisville School of Medicine, Louisville, Kentucky, USA.
Scott R SilvaDepartment of Radiation Oncology, Brown Cancer Center, University of Louisville School of Medicine, Louisville, Kentucky, USA.
Karina NietoDepartment of Radiation Oncology, Mayo Clinic, Jacksonville, Florida, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundGeometric uncertainties in high-dose-rate brachytherapy, including applicator displacement, catheter deflection, and interstitial needle spread, produce dose deviations that are patient and plan specific. Unlike external beam radiotherapy, where robustness evaluation frameworks are increasingly standardized, high dose rate brachytherapy lacks a normalized aggregate metric for quantifying plan sensitivity to geometric perturbations. PURPOSE: To define a bounded, dimensionless robustness index for per-fraction evaluation of high dose rate brachytherapy plans that is normalized to clinically meaningful dose-limit constraints, incorporates dose-dependent penalty sensitivity, and provides both a full-scenario severity measure and a dose-threshold-filtered variant.

methodsGeometric perturbation scenarios (translations, rotations, radial expansion/contraction, catheter deflection, and combined modes) are applied to source dwell positions. For each organ at risk, a convex-transformed, constraint-normalized penalty quantifies the fraction of the remaining margin to the dose-limit constraint consumed per scenario. For target volumes, a prescription-normalized piecewise penalty captures under-coverage and excessive dose escalation. The Robustness Index is defined as one minus the mean scenario penalty, yielding a value in [0,1].

resultsThe framework produces structure-independent, interpretable indices where a Robustness Index

conclusionsThe proposed robustness index provides a standardized, clinically anchored metric for high dose rate brachytherapy plan evaluation under geometric uncertainty, complementing existing dose volume histogram based reporting with a single interpretable number per structure.

Indexed as

BrachytherapyRadiation DosageRadiotherapy Planning, Computer-AssistedHumansRadiotherapy Dosagedose‐volume metricsHDR brachytherapyplan evaluationrobustnessuncertainty analysis

Identifiers

PMID42253208
PMCPMC13244431

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