Evidence map›Paper›PMID 39524741›Full record

ArticleHeliyon2024

Automated denoising software for calcium imaging signals using deep learning.

Sharif Amit Kamran, Hussein Moghnieh, Khondker Fariha Hossain, Allison Bartlett, Alireza Tavakkoli, Bernard T Drumm, Kenton M Sanders, Salah A Baker

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Heliyon, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. 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.

Sharif Amit KamranDepartment of Physiology and Cell Biology, University of Nevada School of Medicine, Reno, NV, 89557, USA.
Hussein MoghniehDepartment of Electrical and Computer Engineering], McGill University, Montréal, Québec, H3A 0E9, Canada.
Khondker Fariha HossainDepartment of Computer Science and Engineering, University of Nevada, Reno, NV 89557, USA.
Allison BartlettDepartment of Physiology and Cell Biology, University of Nevada School of Medicine, Reno, NV, 89557, USA.
Alireza TavakkoliDepartment of Computer Science and Engineering, University of Nevada, Reno, NV 89557, USA.
Bernard T DrummDepartment of Life & Health Science, Dundalk Institute of Technology, Co. Louth, Ireland.
Kenton M SandersDepartment of Physiology and Cell Biology, University of Nevada School of Medicine, Reno, NV, 89557, USA.
Salah A BakerDepartment of Physiology and Cell Biology, University of Nevada School of Medicine, Reno, NV, 89557, USA.

Funding

Virtual and Augmented Reality Interaction CoreP30GM145646 · NIGMS · UNIVERSITY OF NEVADA RENO · PI MICHAEL A WEBSTER · 2022 to 2026
$6.8M
Role of interstitial cells of Cajal in patterned colonic motor activityR01DK120759 · NIDDK · UNIVERSITY OF NEVADA RENO · PI Sal Baker, KENTON M SANDERS · 2019 to 2026
$3.4M
NIDDK NIH HHS R01 DK120759NIGMS NIH HHS P30 GM145646
6 · The paper itself

Abstract

Dynamic Ca

Indexed as

Ca2+ imaging analysisDeep learningGenerative adversarial networksImage denoising

Identifiers

PMID39524741
PMCPMC11546308

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.