Evidence map›Paper›PMID 39053511›Full record

ArticlePhysics in medicine and biology2024

CT-based synthetic contrast-enhanced dual-energy CT generation using conditional denoising diffusion probabilistic model.

Yuan Gao, Richard L J Qiu, Huiqiao Xie, Chih-Wei Chang, Tonghe Wang, Beth Ghavidel, Justin Roper, Jun Zhou, Xiaofeng Yang

Abstract read
In one paragraph

Article in Physics in medicine and biology, 2024. 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
–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

3 citing papers in PubMed.

  1. Deep Learning for CT Synthesis in Radiotherapy.Bioengineering (Basel, Switzerland) · 2025
    Review
  2. Article
  3. 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

9 authors.

Yuan GaoDepartment of Radiation Oncology and Winship Cancer Institute, Emory University, Atlanta, GA, United States of America.ORCID 0000-0002-6988-4217
Richard L J QiuDepartment of Radiation Oncology and Winship Cancer Institute, Emory University, Atlanta, GA, United States of America.ORCID 0000-0002-7877-1900
Huiqiao XieDepartment of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY, United States of America.
Chih-Wei ChangDepartment of Radiation Oncology and Winship Cancer Institute, Emory University, Atlanta, GA, United States of America.ORCID 0000-0002-3818-4381
Tonghe WangDepartment of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY, United States of America.
Beth GhavidelDepartment of Radiation Oncology and Winship Cancer Institute, Emory University, Atlanta, GA, United States of America.
Justin RoperDepartment of Radiation Oncology and Winship Cancer Institute, Emory University, Atlanta, GA, United States of America.
Jun ZhouDepartment of Radiation Oncology and Winship Cancer Institute, Emory University, Atlanta, GA, United States of America.ORCID 0000-0002-6078-9424
Xiaofeng YangDepartment of Radiation Oncology and Winship Cancer Institute, Emory University, Atlanta, GA, United States of America.ORCID 0000-0001-9023-5855

Funding

X-RAY CRYSTALLOGRAPHYP30CA008748 · NCI · SLOAN-KETTERING INSTITUTE FOR CANCER RES · PI Hongbiao Carl Lekaye · 1985 to 2026
$347.4M
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
Real-time Volumetric Imaging for Motion Management and Dose Delivery VerificationR01CA272991 · NCI · EMORY UNIVERSITY · PI Zhen Tian, Xiaofeng Yang · 2023 to 2026
$2.3M
Artificial Intelligence Driven Automatic Treatment Planning of Stereotactic Radiosurgery for the Management of Multiple Brain MetastasesR37CA272755 · NCI · UNIVERSITY OF CHICAGO · PI Zhen Tian · 2022 to 2026
$1.8M
Artificial Intelligence Driven Platform for PET/MR ImagingR56EB033332 · NIBIB · EMORY UNIVERSITY · PI MAO, HUI, YANG, XIAOFENG · 2022 to 2022
$764k
NCI NIH HHS P30 CA008748NCI NIH HHS R01 CA272991NCI NIH HHS R37 CA272755NIBIB NIH HHS R01 EB032680NIBIB NIH HHS R56 EB033332
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Contrast MediaModels, StatisticalSignal-To-Noise RatioTomography, X-Ray ComputedDiffusionHead and Neck NeoplasmsHumansImage Processing, Computer-AssistedContrast Mediacontrast-enhanceddeep learningdiffusion probabilistic modeldual-energy CTsingle-energy CT

Identifiers

PMID39053511
PMCPMC11294926

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.