Evidence map›Paper›PMID 36848674›Full record

ArticlePhysics in medicine and biology2023

A feasibility study of enhanced prompt gamma imaging for range verification in proton therapy using deep learning.

Zhuoran Jiang, Jerimy C Polf, Carlos A Barajas, Matthias K Gobbert, Lei Ren

Abstract read
In one paragraph

Article in Physics in medicine and biology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Review
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

5 authors.

Zhuoran JiangMedical Physics Graduate Program, Duke University, Durham, NC, 27705, United States of America.
Jerimy C PolfDepartment of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD, 21201, United States of America.
Carlos A BarajasDepartment of Mathematics and Statistics, University of Maryland, Baltimore County, Baltimore, MD, 21250, United States of America.
Matthias K GobbertDepartment of Mathematics and Statistics, University of Maryland, Baltimore County, Baltimore, MD, 21250, United States of America.
Lei RenMedical Physics Graduate Program, Duke University, Durham, NC, 27705, United States of America.

Funding

Prompt Gamma Imaging for the in-vivo range verification during proton radiotherapyR01CA187416 · NCI · UNIVERSITY OF MARYLAND BALTIMORE · PI BEDDAR, SAM, KAYE, WILLIAM ROBERT · 2015 to 2019
$2.7M
eXtended Modular ANthropomorphic (XMAN) phantom for Imaging and Treatment Optimization in Radiotherapy.R01EB032680 · NIBIB · UNIVERSITY OF MARYLAND BALTIMORE · PI REN, LEI, YANG, XIAOFENG · 2022 to 2025
$2.4M
Hybrid virtual-MRI/CBCT: A new paradigm for image guidance in liver SBRTR01EB028324 · NIBIB · UNIVERSITY OF MARYLAND BALTIMORE · PI REN, LEI, YIN, FANG-FANG · 2019 to 2022
$2.1M
3-dimensional prompt gamma imaging for online proton beam dose verificationR01CA279013 · NCI · UNIVERSITY OF MARYLAND BALTIMORE · PI Jerimy C. Polf, Lei Ren · 2023 to 2026
$1.9M
NCI NIH HHS R01 CA187416NCI NIH HHS R01 CA279013NIBIB NIH HHS R01 EB028324NIBIB NIH HHS R01 EB032680
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Deep LearningProton TherapyFeasibility StudiesGamma RaysImage Processing, Computer-AssistedImaging, Three-DimensionalMonte Carlo MethodPhantoms, ImagingProtonsProtonsCompton cameradeep learningprompt gamma imagingproton range verificationproton therapy

Identifiers

PMID36848674
PMCPMC10173868

What OpenQuestion holds

Textmetadata
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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.