Evidence map›Paper›PMID 34061044›Full record

ArticlePhysics in medicine and biology2021

A generative adversarial network (GAN)-based technique for synthesizing realistic respiratory motion in the extended cardiac-torso (XCAT) phantoms.

Yushi Chang, Zhuoran Jiang, William Paul Segars, Zeyu Zhang, Kyle Lafata, Jing Cai, Fang-Fang Yin, Lei Ren

Open access · greenAbstract read
In one paragraph

Article in Physics in medicine and biology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
1.4field-weighted citation impact, top 19% of its field
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

3 citing papers in PubMed, 11 citations in OpenAlex.

  1. Article
  2. Article
  3. Simulation of Random Deformable Motion in Soft-Tissue Cone-Beam CT with Learned Models.Proceedings of SPIE--the International Society for Optical Engineering · 2022
    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

8 authors at 4 institutions in 2 countries.

Yushi ChangDepartment of Radiation Oncology, Duke University Medical Center, Durham, NC,United States of America.ORCID 0000-0001-6566-0796
Zhuoran JiangDepartment of Radiation Oncology, Duke University Medical Center, Durham, NC,United States of America.
William Paul SegarsMedical Physics Graduate Program, Duke University Durham, NC, United States of America.
Zeyu ZhangDepartment of Radiation Oncology, Duke University Medical Center, Durham, NC,United States of America.
Kyle LafataDepartment of Radiation Oncology, Duke University Medical Center, Durham, NC,United States of America.ORCID 0000-0002-4513-6249
Jing CaiHong Kong Polytechnic University, Hong Kong, HK, CN, Hong Kong, People's Republic of China.
Fang-Fang YinDepartment of Radiation Oncology, Duke University Medical Center, Durham, NC,United States of America.
Lei RenSchool of Medicine, University of Maryland, Baltimore, MD, United States of America.
Duke University · USDuke Medical Center · USHong Kong Polytechnic University · HKUniversity of Maryland, Baltimore · US

Funding

TR&D Project 3: Virtual ReadersP41EB028744 · NIBIB · DUKE UNIVERSITY · PI Ehsan Samei · 2021 to 2026
$7.8M
Toward precision radiotherapy: Physiological modeling of respiratory motion based on ultra-quality 4D-MRIR01CA226899 · NCI · UNIVERSITY OF VIRGINIA · PI CAI, JING, MILLER, G. WILSON · 2019 to 2023
$2.2M
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
A Limited-angle Intra-fractional Verification (LIVE) System for SBRT TreatmentsR01CA184173 · NCI · DUKE UNIVERSITY · PI REN, LEI, YIN, FANG-FANG · 2015 to 2018
$1.5M
NCI NIH HHS R01 CA184173NCI NIH HHS R01 CA226899NIBIB NIH HHS P41 EB028744NIBIB NIH HHS R01 EB028324
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Four-Dimensional Computed TomographyRespirationHumansMotionPhantoms, ImagingTorsodeformation vector fieldgenerative adversarial networkvirtual trialXCAT phantom

Identifiers

PMID34061044
PMCPMC9139421
OpenAlexW3160331108

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.