REVIEW article
Front. Radiol.
Sec. Artificial Intelligence in Radiology
Volume 5 - 2025 | doi: 10.3389/fradi.2025.1593397
This article is part of the Research TopicAI Innovations in Neurological and Psychiatric Disorder Management: Diagnosis to TreatmentView all articles
Use of Artificial Intelligence in the Management of Stroke: Scoping Review
Provisionally accepted
Nicolas Melo Sierra1
Erwin Hernandez Rincon1*
Gabriela Alejnadra Osorio Betancourt1Paula Andrea Ramos Chaparro1Diana Marcela Diaz Quijano1Samuel David Barbosa2Michel Hernandez Restrepo3Gustavo Uriza Sinisterra4- 1Universidad de La Sabana, Chía, Colombia
- 2Fundació per a la Universitat Oberta de Catalunya, Barcelona, Catalonia, Spain
- 3Hospital Universitario de la Samaritana, Bogotá, Cundinamarca, Colombia
- 4Clinica Universidad de La Sabana, Chia, Colombia
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Stroke is a condition that is more predominant in developed countries.However, it continues to be considered a high-cost health pathology worldwide, both in the medium and long term. Therefore, diagnosis, treatment, and rehabilitation are vital. Additionally, the assistance of artificial intelligence in these three principles has been increasing, given its effectiveness and efficiency in performance.Objective: This study analyzes the available evidence regarding the use of artificial intelligence in primary care for stroke patients.Methods: A scoping review was conducted on three indexed databases, Science Direct, Web of Science, and PubMed, resulting in the identification of 1382 articles.Initially, these terms were filtered on the basis of the year of publication and language.A second distinction was subsequently made through the title and abstract of each publication.Results: A total of 33 articles summarizing 5 categories were selected: healthcare from a general point of view; stroke prediction; the diagnosis and treatment of both stroke and its sequelae; the risk of death in the poststroke period; and the assistance of AI in some specialties related to the disease.Artificial intelligence has the potential to improve stroke care, but more research is still needed to evaluate its performance in clinical practice.
Keywords: artificial intelligence, ischemic stroke, hemorrhagic stroke, Primary Health Care Inteligencia Artificial, Accidente Cerebrovascular Isquémico, Accidente Cerebrovascular Hemorrágico, Atención Primaria en Salud
Received: 14 Mar 2025; Accepted: 12 May 2025.
Copyright: © 2025 Melo Sierra, Hernandez Rincon, Osorio Betancourt, Ramos Chaparro, Diaz Quijano, Barbosa, Hernandez Restrepo and Uriza Sinisterra. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
* Correspondence: Erwin Hernandez Rincon, Universidad de La Sabana, Chía, Colombia
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