Evidence map›Paper›PMID 42194285›Full record

ArticleBioengineering (Basel, Switzerland)2026

A Low-Parameter Adaptive Framework Based on Gaussian Mixture Modeling for Detecting Weak Astrocytic Calcium Signals in Two-Photon Imaging.

Jiameng Xu, Huiquan Wang, Shaofan Yang, Xiang Liao, Kuan Zhang, Guang Zhang

Abstract read
In one paragraph

Article in Bioengineering (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Jiameng XuSchool of Control Science and Engineering, Tiangong University, Tianjin 300161, China.ORCID 0000-0003-3695-8221
Huiquan WangSchool of Control Science and Engineering, Tiangong University, Tianjin 300161, China.
Shaofan YangBrain Research Center and State Key Laboratory of Trauma and Chemical Poisoning, Third Military Medical University, Chongqing 400038, China.
Xiang LiaoCenter for Neurointelligence, School of Medicine, Chongqing University, Chongqing 400030, China.
Kuan ZhangBrain Research Center and State Key Laboratory of Trauma and Chemical Poisoning, Third Military Medical University, Chongqing 400038, China.
Guang ZhangSystems Engineering Institute, Academy of Military Sciences, People's Liberation Army, Tianjin 300161, China.

Funding

Chongqing Academy of Science and Technology CSTB2024NSCQ-JQX0024National Natural Science Foundation of China 82371485National Natural Science Foundation of China 82588301
6 · The paper itself

Abstract

Two-photon microscopy enables in vivo imaging of astrocytic Ca

Indexed as

adaptive thresholdingastrocytic calcium signalingbiomedical image processingGaussian mixture modeltwo-photon imagingweak signal detection

Identifiers

PMID42194285
PMCPMC13203742

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.