[Construction and external validation of a non-invasive pre-hospital screening model for stroke patients: a study based on artificial intelligence DeepFM algorithm].

The pre-hospital non-invasive screening prediction model based on DeepFM can accurately predict the severity grading of stroke patients, and has potential application value in rapid screening and early clinical decision-making of stroke.

Authors

Shuliang Chen (ORCID: https://orcid.org/0000-0002-7175-7604)
Ce Zhang (ORCID: https://orcid.org/0000-0001-7350-4187)
Chunye Ma
Chenyu Liu (ORCID: https://orcid.org/0000-0002-3654-1824)
Lihong Zhang (ORCID: https://orcid.org/0000-0001-5680-9202)
Y. Chi (ORCID: https://orcid.org/0009-0000-5915-9022)

Institutions

Dalian Medical University (CN)
Second Affiliated Hospital of Dalian Medical University (CN)
Dalian Municipal Central Hospital (CN)

Publication Details

Journal: PubMed
Published: 2024-11-01
DOI: https://doi.org/10.3760/cma.j.cn121430-20240526-00461
Primary Topic: Acute Ischemic Stroke Management
Type: article

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article

[Construction and external validation of a non-invasive pre-hospital screening model for stroke patients: a study based on artificial intelligence DeepFM algorithm].

Shuliang Chen, Ce Zhang, Chunye Ma, Chenyu Liu et al.

Nov 1, 2024

PubMed

Acute Ischemic Stroke Management

article

[Construction and external validation of a non-invasive pre-hospital screening model for stroke patients: a study based on artificial intelligence DeepFM algorithm].

Shuliang Chen, Ce Zhang, Chunye Ma, Chenyu Liu, Lihong Zhang, Y. Chi

November 1, 2024article en

Abstract

The pre-hospital non-invasive screening prediction model based on DeepFM can accurately predict the severity grading of stroke patients, and has potential application value in rapid screening and early clinical decision-making of stroke.

PubMedVol. 36(11)

Dalian Medical University (CN), Second Affiliated Hospital of Dalian Medical University (CN), Dalian Municipal Central Hospital (CN)

Acute Ischemic Stroke Management

DOI Source OpenAlex

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[Construction and external validation of a non-invasive pre-hospital screening model for stroke patients: a study based on artificial intelligence DeepFM algorithm]. — Shuliang Chen, Ce Zhang, et al. · PubMed (2024) | TGRS Research Map | TGRS