New strategy for clinical etiologic diagnosis of acute ischemic stroke and blood biomarker discovery based on machine learning-Reference-Cited by-同舟云学术

New strategy for clinical etiologic diagnosis of acute ischemic stroke and blood biomarker discovery based on machine learning

Published:2022 Issue:23 Volume:12 Page:14716-14723
ISSN:2046-2069
Container-title:RSC Advances
language:en
Short-container-title:RSC Adv.

Author:

Zhang Jin¹^ORCID,Yuan Ting²³,Wei Sixi²³,Feng Zhanhui⁴,Li Boyan¹^ORCID,Huang Hai²³

Affiliation:

1. School of Public Health/Key Laboratory of Endemic and Ethnic Diseases, Ministry of Education & Key Laboratory of Medical Molecular Biology of Guizhou Province, Guizhou Medical University, Guiyang, 550025, China

2. Center for Clinical Laboratories, The Affiliated Hospital of Guizhou Medical University, Guiyang, 550014, China

3. School of Clinical Laboratory Science, Guizhou Medical University, Guiyang, 550025, China

4. Neurological Department, The Affiliated Hospital of Guizhou Medical University, Guiyang, 550014, China

Abstract

A rapid and safe strategy was proposed for clinical etiologic diagnosis of acute ischemic stroke at the early stage using clinical hematology traits and machine learning. Blood biomarkers were effectively identified.

Funder

Guizhou Science and Technology Department

National Natural Science Foundation of China

Department of Education of Guizhou Province

Guizhou Medical University

Publisher

Royal Society of Chemistry (RSC)

Subject

General Chemical Engineering,General Chemistry

Link

http://pubs.rsc.org/en/content/articlepdf/2022/RA/D2RA02022J

Reference51 articles.