Evidence map›Paper›PMID 40231605›Full record

ArticleIEEE transactions on signal and information processing over networks2025

Inhomogeneous graph trend filtering via a

Xiaoqing Huang, Andersen Ang, Kun Huang, Jie Zhang, Yijie Wang

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in IEEE transactions on signal and information processing over networks, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

5 authors.

Xiaoqing HuangDept. of Biostatistics and Health Data Science, Indiana University School of Medicine, Indianapolis, IN 46202, USA.
Andersen AngSchool of Electronics and Computer Science, University of Southampton, Southampton, SO17 1BJ, UK.
Kun HuangDept. of Biostatistics and Health Data Science, Indiana University School of Medicine, Indianapolis, IN 46202, USA.
Jie ZhangDept. of Medical and Molecular Genetics, Indiana University, Indianapolis, IN 46202, USA.
Yijie WangDept. of Computer Science, Indiana University, Bloomington, IN 47408, USA.

Funding

Structural Biology CoreU54AG065181 · NIA · INDIANA UNIVERSITY INDIANAPOLIS · PI Kun Huang · 2019 to 2026
$61.3M
Revealing cell-level gene regulation through integration of single-cell multi-omics measurementsR35GM147241 · NIGMS · TRUSTEES OF INDIANA UNIVERSITY · PI Yijie Wang · 2022 to 2026
$1.9M
NIA NIH HHS U54 AG065181NIGMS NIH HHS R35 GM147241
6 · The paper itself

Abstract

We study estimation of piecewise smooth signals over a graph. We propose a

Indexed as

graph signal processinggraph trend filteringℓ2,0-normsimulated annealingspectral method

Identifiers

PMID40231605
PMCPMC11984637

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.