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Record W2009784190 · doi:10.1118/1.3182609

TH‐C‐BRD‐07: Small Field Intracranial Radiosurgery Using Intermediate Energy X‐Rays (1 MV) to Improve Dose Gradient and Homogeneity

2009· article· en· W2009784190 on OpenAlexaff
BM Keller, Jean‐Philippe Pignol, DJ Beachey

Bibliographic record

VenueMedical Physics · 2009
Typearticle
Languageen
FieldPhysics and Astronomy
TopicAdvanced Radiotherapy Techniques
Canadian institutionsSunnybrook Health Science Centre
Fundersnot available
KeywordsIsocenterImaging phantomCollimatorLinear particle acceleratorRadiosurgeryPenumbraNuclear medicineMaterials scienceIrradiationDosimetryBeam (structure)Dose profileOpticsPhysicsRadiation therapyNuclear physicsMedicineRadiology

Abstract

fetched live from OpenAlex

Purpose: The radiological penumbra of small radiosurgical dose fields is dictated by the range of secondary electrons, which in turn is determined by the primary photon energy. The purpose of this work is to experimentally compare the dose gradient and homogeneity of a multiple beam dose distribution in a radiosurgery head phantom for 6 MV versus 1 MV while minimizing geometrical penumbra. Methods and Materials: A commercial radiosurgery head phantom (LUCY™) containing Gafchromic EBT film was used for all irradiations. A digital microscopy imaging system resolved steep dose gradients in the films and a Siemens linac was modified to produce 1 MV x‐rays. The XKnife™ RT3 TPS was modeled for both 1 and 6 MV to compare with measurements. Two‐beam (90° apart) and eighteen‐beam (10° apart) irradiations were done in the same plane as the film using a 5 mm tertiary collimator. The geometrical penumbra ranged from 0.2–0.4 mm, equivalent to a linac with a 1 mm focal spot with collimator 20 cm from the isocenter. Dose was normalized at the isocenter at depth 7 cm in phantom. Results: For the two‐beam irradiations, the 90%–50% and 90%–10% dose gradients at the beam intersection were 1.7 & 4.7 mm (6MV) versus 0.5 & 1.3 mm (1 MV) for identical irradiation conditions. For the eighteen‐beam arc, the 90%–80% & 90%–60% dose gradients in the plane of irradiation were 0.84 & 1.7 mm (6MV) versus 0.29 & 0.9 (1 MV). In all cases, the homogeneity across the isocenter was superior for 1 MV. The dose at the entrance of each beam was greater for 1 MV. Conclusions: A 1 MV x‐ray beam showed superior dose gradient and homogeneity compared to 6MV for the irradiations examined at the expense of an increase in dose at the beam entrance for the lower energy.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.005
Threshold uncertainty score0.016

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0050.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.010
GPT teacher head0.262
Teacher spread0.252 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2009
Admission routes1
Has abstractyes

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