Jorge Munoz-Gama
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Explore the profile of Jorge Munoz-Gama including associated specialties, affiliations and a list of published articles.
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Articles
22
Citations
179
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Recent Articles
1.
Marco-Ruiz L, Hernandez M, Ngo P, Makhlysheva A, Svenning T, Dyb K, et al.
Int J Med Inform
. 2024 Feb;
184:105377.
PMID: 38377725
Background: Despite substantial progress in AI research for healthcare, translating research achievements to AI systems in clinical settings is challenging and, in many cases, unsatisfactory. As a result, many AI...
2.
Jahr A, Meza J, Munoz-Gama J, Herskovic L, Herskovic V
PeerJ Comput Sci
. 2024 Jan;
10:e1787.
PMID: 38259902
Emergency remote teaching is a temporary change in the way education occurs, whereby an educational system unexpectedly becomes entirely remote. This article analyzes the motivation of students undertaking a university...
3.
Galvez-Yanjari V, de la Fuente R, Munoz-Gama J, Sepulveda M
Int J Environ Res Public Health
. 2023 Jan;
20(2).
PMID: 36674190
Background: Surgical procedures have an inherent feature, which is the sequence of steps. Moreover, studies have shown variability in surgeons' performances, which is valuable to expose residents to different ways...
4.
Gonzalez-Lopez F, Martin N, de la Fuente R, Galvez-Yanjari V, Guzman J, Kattan E, et al.
Artif Intell Med
. 2023 Jan;
135:102426.
PMID: 36628778
Surgical process models support improving healthcare provision by facilitating communication and reasoning about processes in the medical domain. Modelling surgical processes is challenging as it requires integrating information that might...
5.
Munoz-Gama J, Martin N, Fernandez-Llatas C, Johnson O, Sepulveda M
J Biomed Inform
. 2022 Sep;
134:104203.
PMID: 36113758
No abstract available.
6.
Fernandez-Llatas C, Martin N, Johnson O, Sepulveda M, Helm E, Munoz-Gama J
Int J Environ Res Public Health
. 2022 Jul;
19(14).
PMID: 35886279
The COVID-19 pandemic has highlighted some of the opportunities, problems and barriers facing the application of Artificial Intelligence to the medical domain. It is becoming increasingly important to determine how...
7.
Martinez J, Galvez-Yanjari V, de la Fuente R, Kychenthal C, Kattan E, Bravo S, et al.
Med Teach
. 2022 May;
44(11):1244-1252.
PMID: 35544751
Purpose: Assessing competency in surgical procedures is key for instructors to distinguish whether a resident is qualified to perform them on patients. Currently, assessment techniques do not always focus on...
8.
Munoz-Gama J, Martin N, Fernandez-Llatas C, Johnson O, Sepulveda M, Helm E, et al.
J Biomed Inform
. 2022 Feb;
127:103994.
PMID: 35104641
Process mining techniques can be used to analyse business processes using the data logged during their execution. These techniques are leveraged in a wide range of domains, including healthcare, where...
9.
Martin N, De Weerdt J, Fernandez-Llatas C, Gal A, Gatta R, Ibanez G, et al.
Artif Intell Med
. 2021 Nov;
109:101962.
PMID: 34756220
Healthcare organizations are confronted with challenges including the contention between tightening budgets and increased care needs. In the light of these challenges, they are becoming increasingly aware of the need...
10.
de la Fuente R, Kattan E, Munoz-Gama J, Puente I, Navarrete M, Kychenthal C, et al.
Acta Anaesthesiol Scand
. 2020 Sep;
65(2):244-256.
PMID: 32997799
Background: Deconstructing a complex procedure improves skills learning, but no model has covered all relevant Percutaneous Dilatational Tracheostomy (PDT) procedural aspects. Moreover, the heterogeneity of techniques described may hinder trainees'...