Evidence map›Paper›PMID 41325629›Full record

ArticleBiomedical physics & engineering express2025

Derivation of tissue properties from basis-vector model weights for dual-energy CT-based Monte Carlo proton beam dose calculations.

Maria Jose Medrano, Xinyuan Chen, Lucas Norberto Burigo, Joseph A O'Sullivan, Jeffrey F Williamson

Abstract read
In one paragraph

Article in Biomedical physics & engineering express, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors.

Maria Jose MedranoDepartment of Electrical and Systems Engineering, Washington University in St. Louis, St. Louis, MO 63130, United States of America.ORCID 0000-0001-5125-0745
Xinyuan ChenDepartment of Biomedical Engineering, Washington University in St. Louis, St. Louis, MO 63130, United States of America.ORCID 0000-0002-9359-8747
Lucas Norberto BurigoGerman Cancer Research Center (DKFZ), Heidelberg, Germany.
Joseph A O'SullivanDepartment of Electrical and Systems Engineering, Washington University in St. Louis, St. Louis, MO 63130, United States of America.
Jeffrey F WilliamsonDepartment of Radiation Oncology, Washington University in St. Louis, St. Louis, MO 63110, United States of America.

Funding

21ST CENTURY IMAGING SCIENCES: GRADUATE STUDENT TRAININGT32EB014855 · NIBIB · WASHINGTON UNIVERSITY · PI JOSEPH P CULVER, JOSEPH A O'SULLIVAN · 2012 to 2026
$3.1M
QUANTITATIVE DUAL-ENERGY CT IMAGING FOR CANCER IMAGING AND RADIATION THERAPY APPLICATIONSR01CA212638 · NCI · WASHINGTON UNIVERSITY · PI O'SULLIVAN, JOSEPH A · 2017 to 2021
$2.3M
NCI NIH HHS R01 CA212638NIBIB NIH HHS T32 EB014855
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Monte Carlo MethodProton TherapyRadiotherapy Planning, Computer-AssistedTomography, X-Ray ComputedAlgorithmsComputer SimulationHumansPhantoms, ImagingProtonsRadiotherapy DosageProtonsbasis-vector modeldual-energy CTmaterial decompositionMonte Carlo dose calculationsproton therapystopping power estimationtissue property derivation

Identifiers

PMID41325629
PMCPMC13070838

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

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.