Evidence map›Paper›PMID 38260035›Full record

ArticleSmart health (Amsterdam, Netherlands)2023

Short: Prediction of fetal blood oxygen content in response to partial occlusion of maternal aorta.

Weitai Qian, Hongtao Zhong, Soheil Ghiasi

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

Article in Smart health (Amsterdam, Netherlands), 2023. 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
1.2field-weighted citation impact, top 21% 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, 2 citations in OpenAlex.

  1. 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

3 authors at 1 institution in 1 country.

Weitai QianDept. of Electrical and Computer Engineering, University of California Davis, Davis, CA, 95618, USA.
Hongtao ZhongDept. of Electrical and Computer Engineering, University of California Davis, Davis, CA, 95618, USA.
Soheil GhiasiDept. of Electrical and Computer Engineering, University of California Davis, Davis, CA, 95618, USA.
University of California, Davis · US

Funding

Validation of Transabdominal Fetal Pulse Oximetry in Hypoxic Fetal Lamb ModelsR21HD097467 · NICHD · UNIVERSITY OF CALIFORNIA AT DAVIS · PI FARMER, DIANA LEE, GHIASI, SOHEIL · 2020 to 2021
$413k
Intrapartum Transabdominal Fetal Pulse Oximetry: Demonstration in Ewe ModelsR41HD104537 · NICHD · STORX TECHNOLOGIES, INC. · PI GHIASI, SOHEIL · 2020 to 2020
$300k
NICHD NIH HHS R21 HD097467NICHD NIH HHS R41 HD104537
6 · The paper itself

Abstract

Acute hemorrhage in pregnancy may lead to maternal and/or fetal morbidity or mortality. In emergency medicine, blockage of the aorta via an inflatable endovascular balloon, technically referred to Resuscitative Endovascular Balloon Occlusion of the Aorta (REBOA), is used to manage hemorrhage. However, the application of REBOA in pregnancy needs to strike a balance between two competing objectives of limiting maternal blood loss and ensuring fetal wellness, for which one would need to predict the impact of regulated blood pressure on fetal wellness. To address this problem, we propose an efficient machine learning-based method to predict the temporal impact of the distal Mean Arterial Blood Pressure (dMAP) controlled by the REBOA on the oxygen content in the fetal blood. Evaluation of the algorithm on data collected from

Indexed as

AutoencoderFetal assessmentIntrapartum hemorrhageMachine learningOcclusion of the Aorta (REBOA)Resuscitative Endovascular BalloonTime-series representation

Identifiers

PMID38260035
PMCPMC10803053
OpenAlexW4327919462

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.