Evidence map›Paper›PMID 40565462›Full record

ArticleHealthcare (Basel, Switzerland)2025

Predicting Ischemic Stroke Patients to Transfer for Endovascular Thrombectomy Using Machine Learning: A Case Study.

Noreen Kamal, Joon-Ho Han, Simone Alim, Behzad Taeb, Abhishek Devpura, Shadi Aljendi, Judah Goldstein, Patrick T Fok, Michael D Hill, Joe Naoum-Sawaya and 1 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Healthcare (Basel, Switzerland), 2025. 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

11 authors.

Noreen KamalDepartment of Industrial Engineering, Dalhousie University, Halifax, NS B3H 4R2, Canada.ORCID 0000-0001-5957-2183
Joon-Ho HanDepartment of Industrial Engineering, Dalhousie University, Halifax, NS B3H 4R2, Canada.
Simone AlimDepartment of Mathematics and Statistics, Dalhousie University, Halifax, NS B3H 3J5, Canada.ORCID 0009-0007-3928-920X
Behzad TaebNova Scotia Health, Halifax, NS B3S 0H6, Canada.
Abhishek DevpuraDepartment of Industrial Engineering, Dalhousie University, Halifax, NS B3H 4R2, Canada.
Shadi AljendiDepartment of Industrial Engineering, Dalhousie University, Halifax, NS B3H 4R2, Canada.
Judah GoldsteinDepartment of Emergency Medicine, Dalhousie University, Halifax, NS B3H 4R2, Canada.
Patrick T FokDepartment of Emergency Medicine, Dalhousie University, Halifax, NS B3H 4R2, Canada.
Michael D HillDepartment of Clinical Neurosciences, University of Calgary, Calgary, AB T2N 1N4, Canada.ORCID 0000-0002-6269-1543
Joe Naoum-SawayaIvey School of Business, Western University, London, ON N6A 3K7, Canada.
Elena Adela CoraNova Scotia Health, Halifax, NS B3S 0H6, Canada.ORCID 0000-0002-1663-6658

Funding

Nova Scotia Health Research Fund 894025
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

decision makingendovascular thrombectomyEVTischemic strokemachine learningtransfer

Identifiers

PMID40565462
PMCPMC12193547

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.