Evidence map›Paper›PMID 38604178›Full record

ArticlePhysics in medicine and biology2024

Hybrid U-Net and Swin-transformer network for limited-angle cardiac computed tomography.

Yongshun Xu, Shuo Han, Dayang Wang, Ge Wang, Jonathan S Maltz, Hengyong Yu

Open access · hybridAbstract 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 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
4.4field-weighted citation impact, top 5% 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

7 citing papers in PubMed, 11 citations in OpenAlex.

  1. Article
  2. Article
  3. Article
  4. Clinical Metadata-Guided Limited-Angle CT Image Reconstruction.IEEE transactions on medical imaging · 2026
    Article
  5. Article
  6. From digital chest tomosynthesis to 3D CT.Radiation protection dosimetry · 2026
    Article
  7. 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

6 authors at 3 institutions in 2 countries.

Yongshun XuDepartment of Electrical and Computer Engineering, University of Massachusetts Lowell, Lowell, MA, 01854, United States of America.
Shuo HanDepartment of Electrical and Computer Engineering, University of Massachusetts Lowell, Lowell, MA, 01854, United States of America.
Dayang WangDepartment of Electrical and Computer Engineering, University of Massachusetts Lowell, Lowell, MA, 01854, United States of America.
Ge WangDepartment of Biomedical Engineering, Rensselaer Polytechnic Institute, Troy, NY, 12180, United States of America.ORCID 0000-0002-2656-7705
Jonathan S MaltzGE Healthcare, 3000 N Grandview Boulevard, Waukesha, WI, 53188, United States of America.
Hengyong YuDepartment of Electrical and Computer Engineering, University of Massachusetts Lowell, Lowell, MA, 01854, United States of America.ORCID 0000-0002-5852-0813
University of Massachusetts Lowell · USGeneral Electric (Spain) · ESRensselaer Polytechnic Institute · US

Funding

Unsupervised Deep Photon-Counting Computed Tomography Reconstruction for Human Extremity ImagingR01EB034737 · NIBIB · UNIVERSITY OF MASSACHUSETTS LOWELL · PI Hengyong Yu · 2023 to 2026
$2.3M
AI-based Cardiac CTR01EB032807 · NIBIB · UNIVERSITY OF MASSACHUSETTS LOWELL · PI YU, HENGYONG · 2023 to 2025
$1.9M
NIBIB NIH HHS R01 EB032807NIBIB NIH HHS R01 EB034737
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

HeartImage Processing, Computer-AssistedTomography, X-Ray ComputedDeep LearningHumanscardiac computed tomographyimage reconstructionlimited-angle projectionsSwin-transformerU-Net

Identifiers

PMID38604178
PMCPMC11059034
OpenAlexW4394709974

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.