Evidence map›Paper›PMID 34819876›Full record

ArticleFrontiers in physiology2021

Calcium Spark Detection and Event-Based Classification of Single Cardiomyocyte Using Deep Learning.

Shengqi Yang, Ran Li, Jiliang Chen, Zhen Li, Zhangqin Huang, Wenjun Xie

Open access · goldAbstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Frontiers in physiology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
0.9field-weighted citation impact, top 23% 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

3 citing papers in PubMed, 7 citations in OpenAlex.

  1. Assaying sarcoplasmic reticulum CaBiophysics reports · 2024
    Article
  2. Article
  3. 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 2 institutions in 1 country.

Shengqi YangBeijing Engineering Research Center for IoT Software and Systems, Beijing University of Technology, Beijing, China.
Ran LiBeijing Engineering Research Center for IoT Software and Systems, Beijing University of Technology, Beijing, China.
Jiliang ChenBeijing Engineering Research Center for IoT Software and Systems, Beijing University of Technology, Beijing, China.
Zhen LiBeijing Engineering Research Center for IoT Software and Systems, Beijing University of Technology, Beijing, China.
Zhangqin HuangBeijing Engineering Research Center for IoT Software and Systems, Beijing University of Technology, Beijing, China.
Wenjun XieThe Key Laboratory of Biomedical Information Engineering of Ministry of Education, Institute of Health and Rehabilitation Science, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an, China.
Beijing University of Technology · CNXi'an Jiaotong University · CN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Ca

Indexed as

automated detectionCa2+ sparkscardiac diseasesclassifying single cardiomyocytedeep learning

Identifiers

PMID34819876
PMCPMC8607692
OpenAlexW3213259603

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.