Medicina Intensiva最新文献

筛选
英文 中文
Application of a machine learning model for early prediction of in-hospital cardiac arrests: Retrospective observational cohort study
IF 2.7 4区 医学
Medicina Intensiva Pub Date : 2025-02-01 DOI: 10.1016/j.medin.2024.06.014
L. Socias Crespí , L. Gutiérrez Madroñal , M. Fiorella Sarubbo , M. Borges-Sa , A. Serrano García , D. López Ramos , C. Pruenza Garcia-Hinojosa , E. Martin Garijo
{"title":"Application of a machine learning model for early prediction of in-hospital cardiac arrests: Retrospective observational cohort study","authors":"L. Socias Crespí ,&nbsp;L. Gutiérrez Madroñal ,&nbsp;M. Fiorella Sarubbo ,&nbsp;M. Borges-Sa ,&nbsp;A. Serrano García ,&nbsp;D. López Ramos ,&nbsp;C. Pruenza Garcia-Hinojosa ,&nbsp;E. Martin Garijo","doi":"10.1016/j.medin.2024.06.014","DOIUrl":"10.1016/j.medin.2024.06.014","url":null,"abstract":"<div><h3>Objective</h3><div>To describe the results of the application of a Machine Learning (ML) model to predict in-hospital cardiac arrests (ICA) 24 hours in advance in the hospital wards.</div></div><div><h3>Design</h3><div>Retrospective observational cohort study.</div></div><div><h3>Setting</h3><div>Hospital Wards.</div></div><div><h3>Patients</h3><div>Data were extracted from the hospital's Electronic Health Record (EHR). The resulting database contained a total of 750 records corresponding to 620 different patients (370 patients with ICA and 250 control), between may 2009 and december 2021.</div></div><div><h3>Interventions</h3><div>No.</div></div><div><h3>Main variables of interest</h3><div>As predictors of ICA, a set of 28 variables including personal history, vital signs and laboratory data was employed.</div></div><div><h3>Models</h3><div>For the early prediction of ICA, predictive models based on the following ML algorithms and using the mentioned variables, were developed and compared: K Nearest Neighbours, Support Vector Machine, Multilayer Perceptron, Random Forest, Gradient Boosting and Custom Ensemble of Gradient Boosting estimators (CEGB).</div></div><div><h3>Experiments</h3><div>Model training and evaluation was carried out using cross validation. Among metrics of performance, accuracy, specificity, sensitivity and AUC were estimated.</div></div><div><h3>Results</h3><div>The best performance was provided by the CEGB model, which obtained an AUC = 0.90, a specificity = 0.84 and a sensitivity = 0.81. The main variables with influence to predict ICA were level of consciousness, haemoglobin, glucose, urea, blood pressure, heart rate, creatinine, age and hypertension, among others.</div></div><div><h3>Conclusions</h3><div>The use of ML models could be of great support in the early detection of ICA, as the case of the CEGB model endorsed, which enabled good predictions of ICA.</div></div>","PeriodicalId":49268,"journal":{"name":"Medicina Intensiva","volume":"49 2","pages":"Pages 88-95"},"PeriodicalIF":2.7,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143149418","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Definición global del síndrome de distrés respiratorio agudo: una visión epidemiológica
IF 2.7 4区 医学
Medicina Intensiva Pub Date : 2025-02-01 DOI: 10.1016/j.medin.2024.08.002
Pablo Cardinal-Fernández , Guillermo Ortiz , Luis Blanch
{"title":"Definición global del síndrome de distrés respiratorio agudo: una visión epidemiológica","authors":"Pablo Cardinal-Fernández ,&nbsp;Guillermo Ortiz ,&nbsp;Luis Blanch","doi":"10.1016/j.medin.2024.08.002","DOIUrl":"10.1016/j.medin.2024.08.002","url":null,"abstract":"","PeriodicalId":49268,"journal":{"name":"Medicina Intensiva","volume":"49 2","pages":"Pages 69-71"},"PeriodicalIF":2.7,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143149419","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Prácticas seguras en los servicios de medicina intensiva. ¿Es posible el riesgo Zero?
IF 2.7 4区 医学
Medicina Intensiva Pub Date : 2025-02-01 DOI: 10.1016/j.medin.2024.04.004
Xavier Nuvials Casals , Marta García García
{"title":"Prácticas seguras en los servicios de medicina intensiva. ¿Es posible el riesgo Zero?","authors":"Xavier Nuvials Casals ,&nbsp;Marta García García","doi":"10.1016/j.medin.2024.04.004","DOIUrl":"10.1016/j.medin.2024.04.004","url":null,"abstract":"<div><div>Incidents related to patient safety are a problem of great impact in intensive care medicine (ICM). Multiple strategies have been developed to identify them, analyze, and develop policies aim at reducing their incidence and minimizing their effects and consequences. The development of a safety culture, an adequate organizational and structural design of the ICM, which contemplates the implementation of effective safe practices, with a provision of human resources adjusted to the care activity carried out and the periodic analysis of the different events and their factors, will allow us to bring the risk of critical patient care closer to zero, as would be desirable.</div></div>","PeriodicalId":49268,"journal":{"name":"Medicina Intensiva","volume":"49 2","pages":"Pages 105-111"},"PeriodicalIF":2.7,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143097580","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
De ecuaciones geométricas a estrategias dinámicas: avances en la personalización de la ventilación mecánica mediante la potencia mecánica
IF 2.7 4区 医学
Medicina Intensiva Pub Date : 2025-01-01 DOI: 10.1016/j.medin.2024.10.003
Alejandro González-Castro , Aurio Fajardo Campoverdi
{"title":"De ecuaciones geométricas a estrategias dinámicas: avances en la personalización de la ventilación mecánica mediante la potencia mecánica","authors":"Alejandro González-Castro ,&nbsp;Aurio Fajardo Campoverdi","doi":"10.1016/j.medin.2024.10.003","DOIUrl":"10.1016/j.medin.2024.10.003","url":null,"abstract":"","PeriodicalId":49268,"journal":{"name":"Medicina Intensiva","volume":"49 1","pages":"Pages 59-60"},"PeriodicalIF":2.7,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143160858","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Clinical experience on the use of liposomal amphotericin B in the ICU
IF 2.7 4区 医学
Medicina Intensiva Pub Date : 2025-01-01 DOI: 10.1016/j.medin.2024.08.006
Silvia Ramos, Isabel Solchaga-Sánchez, Alberto Calvo, Mercedes Power, Sergio García-Ramos, Patricia Piñeiro
{"title":"Clinical experience on the use of liposomal amphotericin B in the ICU","authors":"Silvia Ramos,&nbsp;Isabel Solchaga-Sánchez,&nbsp;Alberto Calvo,&nbsp;Mercedes Power,&nbsp;Sergio García-Ramos,&nbsp;Patricia Piñeiro","doi":"10.1016/j.medin.2024.08.006","DOIUrl":"10.1016/j.medin.2024.08.006","url":null,"abstract":"","PeriodicalId":49268,"journal":{"name":"Medicina Intensiva","volume":"49 1","pages":"Pages 50-53"},"PeriodicalIF":2.7,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143128508","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
High flow in tracheostomized patients on their first attempt to wean from mechanical ventilation: more questions on the table
IF 2.7 4区 医学
Medicina Intensiva Pub Date : 2025-01-01 DOI: 10.1016/j.medin.2024.07.003
Adrián Gallardo , Aldana Silvero , Santiago Saavedra
{"title":"High flow in tracheostomized patients on their first attempt to wean from mechanical ventilation: more questions on the table","authors":"Adrián Gallardo ,&nbsp;Aldana Silvero ,&nbsp;Santiago Saavedra","doi":"10.1016/j.medin.2024.07.003","DOIUrl":"10.1016/j.medin.2024.07.003","url":null,"abstract":"","PeriodicalId":49268,"journal":{"name":"Medicina Intensiva","volume":"49 1","pages":"Pages 57-58"},"PeriodicalIF":2.7,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143160853","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Edema intramiocárdico como manifestación atípica del síndrome de fuga capilar
IF 2.7 4区 医学
Medicina Intensiva Pub Date : 2025-01-01 DOI: 10.1016/j.medin.2024.05.009
Montserrat Rodríguez Gómez, María Calle Romero, Sara Domingo Marín
{"title":"Edema intramiocárdico como manifestación atípica del síndrome de fuga capilar","authors":"Montserrat Rodríguez Gómez,&nbsp;María Calle Romero,&nbsp;Sara Domingo Marín","doi":"10.1016/j.medin.2024.05.009","DOIUrl":"10.1016/j.medin.2024.05.009","url":null,"abstract":"","PeriodicalId":49268,"journal":{"name":"Medicina Intensiva","volume":"49 1","pages":"Pages 64-65"},"PeriodicalIF":2.7,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143160862","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Efecto del metamizol en los niveles plasmáticos de voriconazol
IF 2.7 4区 医学
Medicina Intensiva Pub Date : 2025-01-01 DOI: 10.1016/j.medin.2024.10.002
Carlos Ignacio Díaz-Calderón Horcada , Marta Mejías Trueba , Mónica Izuel Rami , Ana Belén Guisado Gil , Elena Herranz Bayo , Laura Herrera Hidalgo
{"title":"Efecto del metamizol en los niveles plasmáticos de voriconazol","authors":"Carlos Ignacio Díaz-Calderón Horcada ,&nbsp;Marta Mejías Trueba ,&nbsp;Mónica Izuel Rami ,&nbsp;Ana Belén Guisado Gil ,&nbsp;Elena Herranz Bayo ,&nbsp;Laura Herrera Hidalgo","doi":"10.1016/j.medin.2024.10.002","DOIUrl":"10.1016/j.medin.2024.10.002","url":null,"abstract":"","PeriodicalId":49268,"journal":{"name":"Medicina Intensiva","volume":"49 1","pages":"Pages 54-56"},"PeriodicalIF":2.7,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143160852","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Biphasic transdiaphragmatic pressure morphology identifies unilateral diaphragmatic paralysis
IF 2.7 4区 医学
Medicina Intensiva Pub Date : 2025-01-01 DOI: 10.1016/j.medin.2024.04.012
Manuel Valdivia Marchal, José Ricardo Naranjo Izurieta, José Manuel Serrano Simón
{"title":"Biphasic transdiaphragmatic pressure morphology identifies unilateral diaphragmatic paralysis","authors":"Manuel Valdivia Marchal,&nbsp;José Ricardo Naranjo Izurieta,&nbsp;José Manuel Serrano Simón","doi":"10.1016/j.medin.2024.04.012","DOIUrl":"10.1016/j.medin.2024.04.012","url":null,"abstract":"","PeriodicalId":49268,"journal":{"name":"Medicina Intensiva","volume":"49 1","pages":"Pages 61-63"},"PeriodicalIF":2.7,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143160857","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Neumonía grave adquirida en la comunidad por Streptococcus pyogenes
IF 2.7 4区 医学
Medicina Intensiva Pub Date : 2025-01-01 DOI: 10.1016/j.medin.2024.05.012
Johanna Marcela Abril-Victorino, Mirian Ruiz de la Cuesta-López, Sergio Gómez-Camino
{"title":"Neumonía grave adquirida en la comunidad por Streptococcus pyogenes","authors":"Johanna Marcela Abril-Victorino,&nbsp;Mirian Ruiz de la Cuesta-López,&nbsp;Sergio Gómez-Camino","doi":"10.1016/j.medin.2024.05.012","DOIUrl":"10.1016/j.medin.2024.05.012","url":null,"abstract":"","PeriodicalId":49268,"journal":{"name":"Medicina Intensiva","volume":"49 1","pages":"Pages 66-67"},"PeriodicalIF":2.7,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143160861","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信