Evidence map›Paper›PMID 40848944›Full record

ArticleInternational journal of radiation oncology, biology, physics2026

Characterization and Clinical Translation of a Novel Prototype Kilovoltage Dual-Layer Imager for Onboard Imaging.

Thomas C Harris, Matthew Jacobson, Raphael Bruegger, Vera Birrer, Dianne Ferguson, Yue-Houng Hu, Marios Myronakis, Mathias Lehmann, Pablo Corral Arroyo, Roshanak Etemadpour and 2 more

Abstract read
In one paragraph

Article in International journal of radiation oncology, biology, physics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors.

Thomas C HarrisDepartment of Radiation Oncology, Brigham and Women's Hospital, Dana Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts. Electronic address: tharris@bwh.harvard.edu.
Matthew JacobsonDepartment of Radiation Oncology, Brigham and Women's Hospital, Dana Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts.
Raphael BrueggerVarian Medical Systems Imaging Laboratory GmbH, Baden-Dattwil, Switzerland.
Vera BirrerVarian Medical Systems Imaging Laboratory GmbH, Baden-Dattwil, Switzerland.
Dianne FergusonDepartment of Radiation Oncology, Brigham and Women's Hospital, Dana Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts.
Yue-Houng HuDepartment of Radiation Oncology, Brigham and Women's Hospital, Dana Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts.
Marios MyronakisDepartment of Radiation Oncology, Brigham and Women's Hospital, Dana Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts.
Mathias LehmannVarian Medical Systems Imaging Laboratory GmbH, Baden-Dattwil, Switzerland.
Pablo Corral ArroyoVarian Medical Systems Imaging Laboratory GmbH, Baden-Dattwil, Switzerland.
Roshanak EtemadpourDepartment of Radiation Oncology, Brigham and Women's Hospital, Dana Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts.
Rony FueglistallerVarian Medical Systems Imaging Laboratory GmbH, Baden-Dattwil, Switzerland.
Ross I BerbecoDepartment of Radiation Oncology, Brigham and Women's Hospital, Dana Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts.

Funding

A novel flat-panel detector for advanced on-board radiation therapy imagingR01CA188446 · NCI · DANA-FARBER CANCER INST · PI BERBECO, ROSS I., FUEGLISTALLER, RONY · 2014 to 2024
$7.2M
NCI NIH HHS R01 CA188446
6 · The paper itself

Abstract

purposeDual-energy imaging offers several benefits, including artifact reduction and material decomposition. This imaging may be achieved via multiple detecting layers with beam hardening between layers creating spectral separation. We describe the construction, characterization, and clinical translation of a novel prototype dual-layer flat-panel detector for kilovoltage (kV) onboard radiation therapy imaging. METHODS AND MATERIALS: The dual-layer imager (DLI) was designed with the first layer matching existing detector construction: cesium-iodide (CsI) scintillator and amorphous silicon thin-film transistor photodiode array. The second layer has a slightly thicker CsI scintillator, providing extra photon detection efficiency. The prototype DLI was built by an industry partner. For clinical deployment, top layer information was sent to the treatment console; data from both layers were sent to a research PC for retrospective analysis. Modulation transfer function (MTF(f)) and noise power spectrum were measured for the top, bottom, and combined layers. Detective quantum efficiency (DQE(f)) was calculated from the results. Leeds phantom imaging further assessed detector performance. Initial patient data were analyzed to determine material decomposition feasibility. Log-weighted subtraction and virtual monoenergetic images were generated.

resultsThe DLI was deployed on a clinical TrueBeam linear accelerator (linac). For 120 kVp, the DQE(0) is 0.48 for the top layer, 0.13 for the bottom layer (using initial fluence), and 0.61 for the combined. Leeds contrast-to-noise ratio, with the top layer as the baseline, was -45.8% for the bottom layer and +12.4% for the combined. MTF50 went from 1.38 top layer to 0.96 combined. Initial log-weighted subtraction of layers of patients' lung kV's successfully suppressed bone material. Virtual monoenergetic images were generated: 40 keV increased soft tissue contrast by 1.6×, whereas 120 keV increased uniformity in metal artifact regions by 41.4%.

conclusionsA novel kV DLI was constructed and translated on a clinical linac. Combining the layers increases DQE with an MTF reduction. More importantly, it adds dual-energy imaging capabilities to a linac. Preliminary results show promise for spectral imaging applications, such as metal artifact reduction and bone removal to enable better lung tumor visualization.

Indexed as

Diagnostic ImagingArtifactsCesiumEquipment DesignHumansIodidesParticle AcceleratorsPhantoms, ImagingPhotonsRadiotherapy, Image-GuidedScintillation CountingSignal-To-Noise RatioCesiumcesium iodideIodides

Identifiers

PMID40848944
PMCPMC12458082

What OpenQuestion holds

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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.