Evidence map›Paper›PMID 40460850›Full record

ArticlePhysics in medicine and biology2025

MRI super-resolution reconstruction using efficient diffusion probabilistic model with residual shifting.

Mojtaba Safari, Shansong Wang, Zach Eidex, Qiang Li, Richard L J Qiu, Erik H Middlebrooks, David S Yu, Xiaofeng Yang

Abstract read
In one paragraph

Article in Physics in medicine and biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing 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

10 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
  4. Review
  5. Article
  6. Article
  7. Article
  8. Article
  9. Article
  10. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

8 authors.

Mojtaba SafariDepartment of Radiation Oncology and Winship Cancer Institute, Emory University, Atlanta, GA 30322, United States of America.ORCID 0000-0003-3295-328X
Shansong WangDepartment of Radiation Oncology and Winship Cancer Institute, Emory University, Atlanta, GA 30322, United States of America.
Zach EidexDepartment of Radiation Oncology and Winship Cancer Institute, Emory University, Atlanta, GA 30322, United States of America.
Qiang LiDepartment of Radiation Oncology and Winship Cancer Institute, Emory University, Atlanta, GA 30322, United States of America.
Richard L J QiuDepartment of Radiation Oncology and Winship Cancer Institute, Emory University, Atlanta, GA 30322, United States of America.ORCID 0000-0002-7877-1900
Erik H MiddlebrooksDepartment of Radiology, Mayo Clinic, Jacksonville, FL, United States of America.
David S YuDepartment of Radiation Oncology and Winship Cancer Institute, Emory University, Atlanta, GA 30322, United States of America.
Xiaofeng YangDepartment of Radiation Oncology and Winship Cancer Institute, Emory University, Atlanta, GA 30322, United States of America.ORCID 0000-0001-9023-5855

Funding

Real-time Volumetric Imaging for Motion Management and Dose Delivery VerificationR01CA272991 · NCI · EMORY UNIVERSITY · PI Zhen Tian, Xiaofeng Yang · 2023 to 2026
$2.3M
Intelligent and Personalized Online Adaptive Proton TherapyR01DE033512 · NIDCR · UNIVERSITY OF CHICAGO · PI Zhen Tian, Xiaofeng Yang · 2024 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 R01 CA272991NIBIB NIH HHS R56 EB033332NIDCR NIH HHS R01 DE033512
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Image Processing, Computer-AssistedMagnetic Resonance ImagingModels, StatisticalBrainDeep LearningDiffusionHumansMaleProstateSignal-To-Noise Ratiobrain T1 mapdeep learningdiffusion modelMRIreconstructionsuper-resolutionultra-high field MRI

Identifiers

PMID40460850
PMCPMC12167925

What Socratic 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 Socratic graph.