Evidence map›Paper›PMID 37426457›Full record

ArticleInformation processing in medical imaging : proceedings of the ... conference2023

OTRE: Where Optimal Transport Guided Unpaired Image-to-Image Translation Meets Regularization by Enhancing.

Wenhui Zhu, Peijie Qiu, Oana M Dumitrascu, Jacob M Sobczak, Mohammad Farazi, Zhangsihao Yang, Keshav Nandakumar, Yalin Wang

Abstract read
In one paragraph

Article in Information processing in medical imaging : proceedings of the ... conference, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

  1. Article
  2. TPOT: TOPOLOGY PRESERVING OPTIMAL TRANSPORT IN RETINAL FUNDUS IMAGE ENHANCEMENT.Proceedings. IEEE International Symposium on Biomedical Imaging · 2025
    Article
  3. Article
  4. RBAD: A Dataset and Benchmark for Retinal Vessels Branching Angle Detection.... IEEE-EMBS International Conference on Biomedical and Health Informatics. IEEE-EMBS International Conference on Biomedical and Health Informatics · 2024
    Article
  5. Robust PCA withJournal of imaging · 2024
    Article
  6. nnMobileNet: Rethinking CNN for Retinopathy Research.Conference on Computer Vision and Pattern Recognition Workshops. IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Workshops · 2024
    Article
  7. Context-Aware Optimal Transport Learning for Retinal Fundus Image Enhancement.IEEE Winter Conference on Applications of Computer Vision. IEEE Winter Conference on Applications of Computer Vision
    Article
  8. CUNSB-RFIE: Context-aware Unpaired Neural Schrödinger Bridge in Retinal Fundus Image Enhancement.IEEE Winter Conference on Applications of Computer Vision. IEEE Winter Conference on Applications of Computer Vision
    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.

Wenhui ZhuSchool of Computing and Augmented Intelligence, Arizona State Univ., AZ, USA.
Peijie QiuMcKeley School of Engineering, Washington Univ. in St. Louis, St. Louis, MO, USA.
Oana M DumitrascuDepartment of Neurology, Mayo Clinic, Scottsdale, AZ, USA.
Jacob M SobczakDepartment of Neurology, Mayo Clinic, Scottsdale, AZ, USA.
Mohammad FaraziSchool of Computing and Augmented Intelligence, Arizona State Univ., AZ, USA.
Zhangsihao YangSchool of Computing and Augmented Intelligence, Arizona State Univ., AZ, USA.
Keshav NandakumarSchool of Computing and Augmented Intelligence, Arizona State Univ., AZ, USA.
Yalin WangSchool of Computing and Augmented Intelligence, Arizona State Univ., AZ, USA.

Funding

Early joint cranial and brain development from fetal and pediatric imagingR01DE030286 · NIDCR · CHILDREN'S HOSPITAL OF LOS ANGELES · PI LEPORE, NATASHA, LINGURARU, MARIUS GEORGE · 2021 to 2025
$3.5M
Hierarchical Bayesian Analysis of Retinotopic Maps of the Human Visual Cortex with Conformal GeometryR01EY032125 · NEI · ARIZONA STATE UNIVERSITY-TEMPE CAMPUS · PI LU, ZHONG-LIN, WANG, YALIN · 2021 to 2024
$1.2M
Developing a Univariate Neurodegeneration Imaging Biomarker with Optimal TransportationR21AG065942 · NIA · ARIZONA STATE UNIVERSITY-TEMPE CAMPUS · PI WANG, YALIN · 2020 to 2020
$445k
NEI NIH HHS R01 EY032125NIA NIH HHS R21 AG065942NIDCR NIH HHS R01 DE030286
6 · The paper itself

Abstract

Non-mydriatic retinal color fundus photography (CFP) is widely available due to the advantage of not requiring pupillary dilation, however, is prone to poor quality due to operators, systemic imperfections, or patient-related causes. Optimal retinal image quality is mandated for accurate medical diagnoses and automated analyses. Herein, we leveraged the

Indexed as

Image enhancementOptimal transportRegularization by enhancingRetinal color fundus photographyUnsupervised learning

Identifiers

PMID37426457
PMCPMC10329768

What OpenQuestion holds

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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.