Evidence map›Paper›PMID 38867790›Full record

ArticleBiomedical optics express2024

Attention LSTM U-Net model for

Xiangping Ouyang, Abigail Matt, Fei Wang, Elena Gracheva, Ekaterina Migunova, Saathvika Rajamani, Edward B Dubrovsky, Chao Zhou

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Biomedical optics express, 2024. 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. bioRxiv : the preprint server for biology · 2025
    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.

Xiangping OuyangDepartment of Computer Science and Engineering, Washington University in St. Louis, St. Louis, MO 63130, USA.
Abigail MattDepartment of Biomedical Engineering, Washington University in St. Louis, St. Louis, MO 63130, USA.ORCID https://orcid.org/0000-0002-4817-1234
Fei WangDepartment of Biomedical Engineering, Washington University in St. Louis, St. Louis, MO 63130, USA.
Elena GrachevaDepartment of Biomedical Engineering, Washington University in St. Louis, St. Louis, MO 63130, USA.
Ekaterina MigunovaDepartment of Biological Sciences, Fordham University, Bronx, NY 10458, USA.
Saathvika RajamaniDepartment of Biological Sciences, Fordham University, Bronx, NY 10458, USA.
Edward B DubrovskyDepartment of Biological Sciences, Fordham University, Bronx, NY 10458, USA.
Chao ZhouDepartment of Biomedical Engineering, Washington University in St. Louis, St. Louis, MO 63130, USA.ORCID https://orcid.org/0000-0002-8679-3413

Funding

High-throughput integrated live imaging and optogenetic pacing platform to assess hypoxia responsiveness in the fly heartR01HL156265 · NHLBI · WASHINGTON UNIVERSITY · PI ZHOU, CHAO · 2021 to 2024
$2.1M
Expansion Optical Coherence Microscopy (ExOCM)R21EB032684 · NIBIB · WASHINGTON UNIVERSITY · PI ZHOU, CHAO · 2022 to 2023
$431k
NHLBI NIH HHS R01 HL156265NIBIB NIH HHS R21 EB032684
6 · The paper itself

Abstract

Optical coherence microscopy (OCM) imaging of the

Identifiers

PMID38867790
PMCPMC11166423

What Socratic holds

Textmetadata
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.