Predictive appendicitis scale for children under 4 years of age
Is it possible to apply artificial intelligence?
DOI:
https://doi.org/10.31053/1853.0605.v81.n1.44316Keywords:
artificial intelligence, appendicitis, pediatricAbstract
Acute appendicitis in the pediatric population is a pathology of heterogeneous presentation that is currently diagnosed using various criteria or predictive scales, which have proven not to be sufficiently accurate to be standardized, however, methods have been created to establish a more accurate diagnosis, an aspect that has been provided by artificial intelligence, which through different algorithms has the ability to show the patient's condition and the most appropriate intervention for this, thus reducing the rate of unnecessary interventions and therefore possible related complications.
Downloads
References
1. Rassi R, Muse F, Cuestas E. Escala predictiva de apendicitis para menores de 4 años. Rev Fac Cien Med Univ Nac Cordoba. 2023 Jun 30;80(2):119-125. doi: 10.31053/1853.0605.v80.n2.40962.
2. Aydoğdu B, Azizoğlu M, Arslan S, Aydoğdu G, Basuguy E, Salık F, Ökten M, Hanifi-Okur M. Nuevo sistema de calificación diagnóstica para apendicitis pediátrica basado en parámetros hematológicos ajustados por edad y sexo. Gac Med Mex. 2023;159(2):106-12. English. doi: 10.24875/GMM.M22000750.
3. Reismann J, Romualdi A, Kiss N, Minderjahn MI, Kallarackal J, Schad M, Reismann M. Diagnosis and classification of pediatric acute appendicitis by artificial intelligence methods: An investigator-independent approach. PLoS One. 2019 Sep 25;14(9):e0222030. doi: 10.1371/journal.pone.0222030.
4. Aydin E, Türkmen İU, Namli G, Öztürk Ç, Esen AB, Eray YN, Eroğlu E, Akova F. A novel and simple machine learning algorithm for preoperative diagnosis of acute appendicitis in children. Pediatr Surg Int. 2020 Jun;36(6):735-742. doi: 10.1007/s00383-020-04655-7.
5. Marcinkevics R, Reis Wolfertstetter P, Wellmann S, Knorr C, Vogt JE. Using Machine Learning to Predict the Diagnosis, Management and Severity of Pediatric Appendicitis. Front Pediatr. 2021 Apr 29;9:662183. doi: 10.3389/fped.2021.662183.
Downloads
Published
Issue
Section
License
Copyright (c) 2024 Universidad Nacional de Córdoba
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
The generation of derivative works is allowed as long as it is not done for commercial purposes. The original work may not be used for commercial purposes.
How to Cite
