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Moreno-Blanco D, Alonso E, Sanz-García A, Aramendi E, López-Izquierdo R, García RP, Vegas CDP, Martín-Rodríguez F. Spanish vs USA cohort comparison of prehospital trauma scores to predict short-term mortality. Clin Med (Lond) 2024:100208. [PMID: 38643832 DOI: 10.1016/j.clinme.2024.100208] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2023] [Accepted: 04/07/2024] [Indexed: 04/23/2024]
Abstract
BACKGROUND This study aimed to evaluate three prehospital early warning scores (EWSs): RTS, MGAP and MREMS, to predict short-term mortality in acute life-threatening trauma and injury/illness by comparing United States (US) and Spanish cohorts. METHODS A total of 8854 patients, 8598/256 survivors/nonsurvivors, comprised the unified cohort. Datasets were randomly divided into training and test sets. Training sets were used to analyze the discriminative power of the scores in terms of the area under the curve (AUC), and the score performance was assessed in the test set in terms of sensitivity (SE), specificity (SP), accuracy (ACC) and balanced accuracy (BAC). RESULTS The three scores showed great discriminative power with AUCs>0.90, and no significant differences between cohorts were found. In the test set, RTS/MREMS/MGAP showed SE/SP/ACC/BAC values of 86.0/89.9/89.6/87.1%, 91.0/86.9/87.5/88.5%, and 87.7/82.9/83.4/85.2%, respectively. CONCLUSIONS All EWSs showed excellent ability to predict the risk of short-term mortality, independent of the country.
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Affiliation(s)
- Diego Moreno-Blanco
- Department of Communications Engineering, University of the Basque Country (UPV/EHU), Bilbao, Spain; Biomedical Engineering and Telemedicine Centre, ETSI de Telecomunicación, Center for Biomedical Technology, Universidad Politécnica de Madrid, Madrid, Spain
| | - Erik Alonso
- Department of Applied Mathematics, University of the Basque Country (UPV/EHU), Bilbao, Spain
| | - Ancor Sanz-García
- Faculty of Health Sciences, University of Castilla - La Mancha (UCLM), Talavera, Spain.
| | - Elisabete Aramendi
- Department of Communications Engineering, University of the Basque Country (UPV/EHU), Bilbao, Spain
| | - Raúl López-Izquierdo
- Faculty of Medicine, University of Valladolid, Valladolid, Spain; CIBER of Respiratory Diseases, Instituto de Salud Carlos III, Madrid, Spain; Emergency Department. Hospital Universitario Rio Hortega. Valladolid, Spain
| | - Rubén Pérez García
- Emergency Department. Hospital Universitario Rio Hortega. Valladolid, Spain
| | - Carlos Del Pozo Vegas
- Faculty of Medicine, University of Valladolid, Valladolid, Spain; Emergency Department. Hospital Clínico Universitario. Valladolid, Spain
| | - Francisco Martín-Rodríguez
- Faculty of Medicine, University of Valladolid, Valladolid, Spain; Advanced Life Support, Emergency Medical Services (SACYL), Valladolid, Spain
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Rojas-García A, Moreno-Blanco D, Otero-Arteseros M, Rubio-Bolívar FJ, Peinado H, Elorza-Fernández D, Gómez EJ, Quintana-Díaz M, Sánchez-Gonzalez P. SIMUNEO: Control and Monitoring System for Lung Ultrasound Examination and Treatment of Neonatal Pneumothorax and Thoracic Effusion. Sensors (Basel) 2023; 23:5966. [PMID: 37447813 DOI: 10.3390/s23135966] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Revised: 06/07/2023] [Accepted: 06/21/2023] [Indexed: 07/15/2023]
Abstract
Training with real patients is a critical aspect of the learning and growth of doctors in training. However, this essential step in the educational process for clinicians can potentially compromise patient safety, as they may not be adequately prepared to handle real-life situations independently. Clinical simulators help to solve this problem by providing real-world scenarios in which the physicians can train and gain confidence by safely and repeatedly practicing different techniques. In addition, obtaining objective feedback allows subsequent debriefing by analysing the situation experienced and learning from other people's mistakes. This article presents SIMUNEO, a neonatal simulator in which professionals are able to learn by practicing the management of lung ultrasound and the resolution of pneumothorax and thoracic effusions. The article also discusses in detail the hardware and software, the main components that compose the system, and the communication and implementation of these. The system was validated through both usability questionnaires filled out by neonatology residents as well as through follow-up sessions, improvement, and control of the system with specialists of the department. Results suggest that the environment is easy to use and could be used in clinical practice to improve the learning and training of students as well as the safety of patients.
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Affiliation(s)
- Adriana Rojas-García
- Biomedical Engineering and Telemedicine Centre, ETSI Telecomunicación, Centro de Tecnología Biomédica, Universidad Politécnica de Madrid, 28040 Madrid, Spain
| | - Diego Moreno-Blanco
- Biomedical Engineering and Telemedicine Centre, ETSI Telecomunicación, Centro de Tecnología Biomédica, Universidad Politécnica de Madrid, 28040 Madrid, Spain
| | - Martin Otero-Arteseros
- Biomedical Engineering and Telemedicine Centre, ETSI Telecomunicación, Centro de Tecnología Biomédica, Universidad Politécnica de Madrid, 28040 Madrid, Spain
| | | | - Helena Peinado
- Servicio de Neonatología, Hospital Universitario La Paz de Madrid, 28046 Madrid, Spain
| | | | - Enrique J Gómez
- Biomedical Engineering and Telemedicine Centre, ETSI Telecomunicación, Centro de Tecnología Biomédica, Universidad Politécnica de Madrid, 28040 Madrid, Spain
- Centro de Investigación Biomédica en Red en Bioingeniería, Biomateriales y Nanomedicina, 28029 Madrid, Spain
| | - Manuel Quintana-Díaz
- CEASEC-Fundación para la Investigación Biomédica del Hospital Universitario La Paz de Madrid, 28046 Madrid, Spain
- Servicio de Medicina Intensiva, Hospital Universitario La Paz de Madrid, 28046 Madrid, Spain
| | - Patricia Sánchez-Gonzalez
- Biomedical Engineering and Telemedicine Centre, ETSI Telecomunicación, Centro de Tecnología Biomédica, Universidad Politécnica de Madrid, 28040 Madrid, Spain
- Centro de Investigación Biomédica en Red en Bioingeniería, Biomateriales y Nanomedicina, 28029 Madrid, Spain
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Moreno-Blanco D, Solana-Sánchez J, Sánchez-González P, Oropesa I, Cáceres C, Cattaneo G, Tormos-Muñoz JM, Bartrés-Faz D, Pascual-Leone Á, Gómez EJ. Technologies for Monitoring Lifestyle Habits Related to Brain Health: A Systematic Review. Sensors (Basel) 2019; 19:s19194183. [PMID: 31561599 PMCID: PMC6806336 DOI: 10.3390/s19194183] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/31/2019] [Revised: 09/19/2019] [Accepted: 09/24/2019] [Indexed: 01/10/2023]
Abstract
Brain health refers to the preservation of brain integrity and function optimized for an individual’s biological age. Several studies have demonstrated that our lifestyles habits impact our brain health and our cognitive and mental wellbeing. Monitoring such lifestyles is thus critical and mobile technologies are essential to enable such a goal. Three databases were selected to carry out the search. Then, a PRISMA and PICOTS based criteria for a more detailed review on the basis of monitoring lifestyle aspects were used to filter the publications. We identified 133 publications after removing duplicates. Fifteen were finally selected from our criteria. Many studies still use questionnaires as the only tool for monitoring and do not apply advanced analytic or AI approaches to fine-tune results. We anticipate a transformative boom in the near future developing and implementing solutions that are able to integrate, in a flexible and adaptable way, data from technologies and devices that users might already use. This will enable continuous monitoring of objective data to guide the personalized definition of lifestyle goals and data-driven coaching to offer the necessary support to ensure adherence and satisfaction.
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Affiliation(s)
- Diego Moreno-Blanco
- Biomedical Engineering and Telemedicine Centre, ETSI Telecomunicación, Center for Biomedical Technology, Universidad Politécnica de Madrid, 28040 Madrid, Spain; (P.S.-G.); (I.O.); (C.C.); (E.J.G.)
- Correspondence:
| | - Javier Solana-Sánchez
- Institut Guttmann, Institut Universitari de Neurorehabilitació adscrit a la UAB, 08916 Badalona, Spain; (J.S.-S.); (G.C.); (J.M.T.-M.); (D.B.-F.); (Á.P.-L.)
- Universitat Autònoma de Barcelona, 08193 Barcelona, Spain, and with Fundació Institut d’Investigació en Ciències de la Salut Germans Trias i Pujol, 08916 Badalona, Spain
| | - Patricia Sánchez-González
- Biomedical Engineering and Telemedicine Centre, ETSI Telecomunicación, Center for Biomedical Technology, Universidad Politécnica de Madrid, 28040 Madrid, Spain; (P.S.-G.); (I.O.); (C.C.); (E.J.G.)
- Centro de Investigación Biomédica en Red, Biomateriales y Nanomedicina (CIBER-BBN), 28029 Madrid, Spain
| | - Ignacio Oropesa
- Biomedical Engineering and Telemedicine Centre, ETSI Telecomunicación, Center for Biomedical Technology, Universidad Politécnica de Madrid, 28040 Madrid, Spain; (P.S.-G.); (I.O.); (C.C.); (E.J.G.)
| | - César Cáceres
- Biomedical Engineering and Telemedicine Centre, ETSI Telecomunicación, Center for Biomedical Technology, Universidad Politécnica de Madrid, 28040 Madrid, Spain; (P.S.-G.); (I.O.); (C.C.); (E.J.G.)
- ETSI Informática, Universidad Rey Juan Carlos, 28933 Madrid, Spain
| | - Gabriele Cattaneo
- Institut Guttmann, Institut Universitari de Neurorehabilitació adscrit a la UAB, 08916 Badalona, Spain; (J.S.-S.); (G.C.); (J.M.T.-M.); (D.B.-F.); (Á.P.-L.)
- Institut d’Investigacions Biomèdiques August Pi i Sunyer, 08036 Barcelona, Spain
| | - Josep M. Tormos-Muñoz
- Institut Guttmann, Institut Universitari de Neurorehabilitació adscrit a la UAB, 08916 Badalona, Spain; (J.S.-S.); (G.C.); (J.M.T.-M.); (D.B.-F.); (Á.P.-L.)
- Universitat Autònoma de Barcelona, 08193 Barcelona, Spain, and with Fundació Institut d’Investigació en Ciències de la Salut Germans Trias i Pujol, 08916 Badalona, Spain
| | - David Bartrés-Faz
- Institut Guttmann, Institut Universitari de Neurorehabilitació adscrit a la UAB, 08916 Badalona, Spain; (J.S.-S.); (G.C.); (J.M.T.-M.); (D.B.-F.); (Á.P.-L.)
- Institut d’Investigacions Biomèdiques August Pi i Sunyer, 08036 Barcelona, Spain
- Departament de Medicina, Facultat de Medicina i Ciències de la Salut, i Institut de Neurociències, Universitat de Barcelona, 08036 Barcelona, Spain
| | - Álvaro Pascual-Leone
- Institut Guttmann, Institut Universitari de Neurorehabilitació adscrit a la UAB, 08916 Badalona, Spain; (J.S.-S.); (G.C.); (J.M.T.-M.); (D.B.-F.); (Á.P.-L.)
- Hinda and Arthur Marcus Institute for Aging Research and the Center for Memory Health, Hebrew SeniorLife, Department of Neurology, Harvard Medical School, Boston, MA 02131, USA
| | - Enrique J. Gómez
- Biomedical Engineering and Telemedicine Centre, ETSI Telecomunicación, Center for Biomedical Technology, Universidad Politécnica de Madrid, 28040 Madrid, Spain; (P.S.-G.); (I.O.); (C.C.); (E.J.G.)
- Centro de Investigación Biomédica en Red, Biomateriales y Nanomedicina (CIBER-BBN), 28029 Madrid, Spain
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