Medicina Intensiva最新文献

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Respuesta a «Seguridad del paciente, ¿qué aportan la simulación clínica y la innovación docente?» 回应 "患者安全,临床模拟和教学创新的贡献是什么?
IF 2.7 4区 医学
Medicina Intensiva Pub Date : 2024-11-01 DOI: 10.1016/j.medin.2024.07.005
María Jesús Broch Porcar, Álvaro Castellanos-Ortega
{"title":"Respuesta a «Seguridad del paciente, ¿qué aportan la simulación clínica y la innovación docente?»","authors":"María Jesús Broch Porcar, Álvaro Castellanos-Ortega","doi":"10.1016/j.medin.2024.07.005","DOIUrl":"10.1016/j.medin.2024.07.005","url":null,"abstract":"","PeriodicalId":49268,"journal":{"name":"Medicina Intensiva","volume":"48 11","pages":"Pages 670-671"},"PeriodicalIF":2.7,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142592698","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
Análisis de los valores de carga de energía en ventilación mecánica en pacientes obesos con insuficiencia respiratoria hipoxémica secundaria a SARS-CoV-2 继发于 SARS-CoV-2 的低氧血症呼吸衰竭肥胖患者机械通气的能量负荷值分析。
IF 2.7 4区 医学
Medicina Intensiva Pub Date : 2024-11-01 DOI: 10.1016/j.medin.2024.06.004
Alejandro González-Castro , Elena Cuenca Fito , Carmen Huertas Martín , Yhivian Peñasco , Aurio Fajardo Campoverdi
{"title":"Análisis de los valores de carga de energía en ventilación mecánica en pacientes obesos con insuficiencia respiratoria hipoxémica secundaria a SARS-CoV-2","authors":"Alejandro González-Castro , Elena Cuenca Fito , Carmen Huertas Martín , Yhivian Peñasco , Aurio Fajardo Campoverdi","doi":"10.1016/j.medin.2024.06.004","DOIUrl":"10.1016/j.medin.2024.06.004","url":null,"abstract":"","PeriodicalId":49268,"journal":{"name":"Medicina Intensiva","volume":"48 11","pages":"Pages 663-666"},"PeriodicalIF":2.7,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141847730","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
Soporte circulatorio mecánico en el paciente en shock cardiogénico 心源性休克患者的机械循环支持
IF 2.7 4区 医学
Medicina Intensiva Pub Date : 2024-10-30 DOI: 10.1016/j.medin.2024.07.009
Luis Martin-Villen , Alejandro Adsuar Gomez , José Manuel Garrido Jimenez , Jose Luis Perez Vela , María Paz Fuset Cabanes
{"title":"Soporte circulatorio mecánico en el paciente en shock cardiogénico","authors":"Luis Martin-Villen ,&nbsp;Alejandro Adsuar Gomez ,&nbsp;José Manuel Garrido Jimenez ,&nbsp;Jose Luis Perez Vela ,&nbsp;María Paz Fuset Cabanes","doi":"10.1016/j.medin.2024.07.009","DOIUrl":"10.1016/j.medin.2024.07.009","url":null,"abstract":"<div><div>Cardiogenic shock (CS) is a highly complex clinical condition that requires a management strategy focused on early resolution of the underlying cause and the provision of circulatory support. In cases of refractory CS, mechanical circulatory support (MCS) is employed to replace the failed cardiocirculatory system, thereby preventing the development of multiorgan failure. There are various types of MCS, and patients with CS typically require devices that are either short-term (&lt; 15 days) or intermediate-term (15-30 days). When choosing the device the underlying cause of CS, as well as the presence or absence of concomitant conditions such as failed ventricle, respiratory failure, and the intended purpose of the support should be taken into consideration. Patients with MCS require the comprehensive care indicated in complex critically ill patients with multiorgan dysfunction, with an emphasis on device monitoring and control. Different complications may arise during support management, and its withdrawal must be protocolized.</div></div>","PeriodicalId":49268,"journal":{"name":"Medicina Intensiva","volume":"48 12","pages":"Pages 714-727"},"PeriodicalIF":2.7,"publicationDate":"2024-10-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142721578","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
Effects of PEEP on intracranial pressure in patients with acute brain injury: An observational, prospective and multicenter study PEEP 对急性脑损伤患者颅内压的影响:一项前瞻性多中心观察研究
IF 2.7 4区 医学
Medicina Intensiva Pub Date : 2024-09-26 DOI: 10.1016/j.medin.2024.04.011
Jesús Abelardo Barea-Mendoza, Zaira Molina-Collado, María Ángeles Ballesteros-Sanz, Luisa Corral-Ansa, Maite Misis del Campo, Cándido Pardo-Rey, Juan Angel Tihista-Jiménez, Carmen Corcobado-Márquez, Juan Pedro Martín del Rincón, Juan Antonio Llompart-Pou, Luis Alfonso Marcos-Prieto, Ander Olazabal-Martínez, Rubén Herrán-Monge, Ana María Díaz-Lamas, Mario Chico-Fernández
{"title":"Effects of PEEP on intracranial pressure in patients with acute brain injury: An observational, prospective and multicenter study","authors":"Jesús Abelardo Barea-Mendoza,&nbsp;Zaira Molina-Collado,&nbsp;María Ángeles Ballesteros-Sanz,&nbsp;Luisa Corral-Ansa,&nbsp;Maite Misis del Campo,&nbsp;Cándido Pardo-Rey,&nbsp;Juan Angel Tihista-Jiménez,&nbsp;Carmen Corcobado-Márquez,&nbsp;Juan Pedro Martín del Rincón,&nbsp;Juan Antonio Llompart-Pou,&nbsp;Luis Alfonso Marcos-Prieto,&nbsp;Ander Olazabal-Martínez,&nbsp;Rubén Herrán-Monge,&nbsp;Ana María Díaz-Lamas,&nbsp;Mario Chico-Fernández","doi":"10.1016/j.medin.2024.04.011","DOIUrl":"10.1016/j.medin.2024.04.011","url":null,"abstract":"<div><h3>Objective</h3><div>To analyze the impact of positive end-expiratory pressure (PEEP) changes on intracranial pressure (ICP) dynamics in patients with acute brain injury (ABI).</div></div><div><h3>Design</h3><div>Observational, prospective and multicenter study (PEEP-PIC study).</div></div><div><h3>Setting</h3><div>Seventeen intensive care units in Spain.</div></div><div><h3>Patients</h3><div>Neurocritically ill patients who underwent invasive neuromonitorization from November 2017 to June 2018.</div></div><div><h3>Interventions</h3><div>Baseline ventilatory, hemodynamic and neuromonitoring variables were collected immediately before PEEP changes and during the following 30 min.</div></div><div><h3>Main variables of interest</h3><div>PEEP and ICP changes.</div></div><div><h3>Results</h3><div>One-hundred and nine patients were included. Mean age was 52.68 (15.34) years, male 71 (65.13%). Traumatic brain injury was the cause of ABI in 54 (49.54%) patients. Length of mechanical ventilation was 16.52 (9.23) days. In-hospital mortality was 21.1%. PEEP increases (mean 6.24–9.10 cmH2O) resulted in ICP increase from 10.4 to 11.39 mmHg, <em>P</em> &lt; .001, without changes in cerebral perfusion pressure (CPP) (<em>P</em> = .548). PEEP decreases (mean 8.96 to 6.53 cmH2O) resulted in ICP decrease from 10.5 to 9.62 mmHg (<em>P</em> = .052), without changes in CPP (<em>P</em> = .762). Significant correlations were established between the increase of ICP and the delta PEEP (R = 0.28, <em>P</em> &lt; .001), delta driving pressure (R = 0.15, <em>P</em> = .038) and delta compliance (R = −0.14, <em>P</em> = .052). ICP increment was higher in patients with lower baseline ICP.</div></div><div><h3>Conclusions</h3><div>PEEP changes were not associated with clinically relevant modifications in ICP values in ABI patients. The magnitude of the change in ICP after PEEP increase was correlated with the delta of PEEP, the delta driving pressure and the delta compliance.</div></div>","PeriodicalId":49268,"journal":{"name":"Medicina Intensiva","volume":"48 10","pages":"Pages 594-601"},"PeriodicalIF":2.7,"publicationDate":"2024-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142322286","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
Meropenem for the management of valproic acid intoxication: a case report and a review of the literature 美罗培南治疗丙戊酸中毒:病例报告和文献综述
IF 2.7 4区 医学
Medicina Intensiva Pub Date : 2024-09-26 DOI: 10.1016/j.medin.2024.05.023
María Romero Carratala , Luis Pérez de Amezaga Tomás , María Sala Carazo , Gemma Rialp Cervera
{"title":"Meropenem for the management of valproic acid intoxication: a case report and a review of the literature","authors":"María Romero Carratala ,&nbsp;Luis Pérez de Amezaga Tomás ,&nbsp;María Sala Carazo ,&nbsp;Gemma Rialp Cervera","doi":"10.1016/j.medin.2024.05.023","DOIUrl":"10.1016/j.medin.2024.05.023","url":null,"abstract":"","PeriodicalId":49268,"journal":{"name":"Medicina Intensiva","volume":"48 10","pages":"Pages 620-622"},"PeriodicalIF":2.7,"publicationDate":"2024-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142322347","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
Eczema herpeticum in a burned patient: Skin grafting failure and tracheobronchitis 烧伤患者的疱疹性湿疹:植皮失败和气管支气管炎
IF 2.7 4区 医学
Medicina Intensiva Pub Date : 2024-09-26 DOI: 10.1016/j.medin.2024.02.002
Yi-Teng Hung , Wei-Ti Chen
{"title":"Eczema herpeticum in a burned patient: Skin grafting failure and tracheobronchitis","authors":"Yi-Teng Hung ,&nbsp;Wei-Ti Chen","doi":"10.1016/j.medin.2024.02.002","DOIUrl":"10.1016/j.medin.2024.02.002","url":null,"abstract":"","PeriodicalId":49268,"journal":{"name":"Medicina Intensiva","volume":"48 10","pages":"Pages 623-625"},"PeriodicalIF":2.7,"publicationDate":"2024-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142322348","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
Outcomes of an extracorporeal cardiopulmonary resuscitation (ECPR) program for in- and out-of-hospital cardiac arrest in a tertiary hospital in Spain 西班牙一家三级医院针对院内和院外心脏骤停实施的体外心肺复苏(ECPR)计划的成果
IF 2.7 4区 医学
Medicina Intensiva Pub Date : 2024-09-26 DOI: 10.1016/j.medin.2024.06.007
María Martínez-Martínez , María Vidal-Burdeus , Jordi Riera , Aitor Uribarri , Elisabet Gallart , Laia Milà , Pau Torrella , Irene Buera , Luis Chiscano-Camon , Bruno García del Blanco , Carlota Vigil-Escalera , José A. Barrabés , Jordi Llaneras , Juan Carlos Ruiz-Rodríguez , Cristopher Mazo , Jorge Morales , Ricard Ferrer , Ignacio Ferreira-Gonzalez , Eduard Argudo
{"title":"Outcomes of an extracorporeal cardiopulmonary resuscitation (ECPR) program for in- and out-of-hospital cardiac arrest in a tertiary hospital in Spain","authors":"María Martínez-Martínez ,&nbsp;María Vidal-Burdeus ,&nbsp;Jordi Riera ,&nbsp;Aitor Uribarri ,&nbsp;Elisabet Gallart ,&nbsp;Laia Milà ,&nbsp;Pau Torrella ,&nbsp;Irene Buera ,&nbsp;Luis Chiscano-Camon ,&nbsp;Bruno García del Blanco ,&nbsp;Carlota Vigil-Escalera ,&nbsp;José A. Barrabés ,&nbsp;Jordi Llaneras ,&nbsp;Juan Carlos Ruiz-Rodríguez ,&nbsp;Cristopher Mazo ,&nbsp;Jorge Morales ,&nbsp;Ricard Ferrer ,&nbsp;Ignacio Ferreira-Gonzalez ,&nbsp;Eduard Argudo","doi":"10.1016/j.medin.2024.06.007","DOIUrl":"10.1016/j.medin.2024.06.007","url":null,"abstract":"<div><h3>Objective</h3><div>To analyze if the implementation of a multidisciplinary extracorporeal cardiopulmonary resuscitation (ECPR) program in a tertiary hospital in Spain is feasible and could yield survival outcomes similar to international published experiences.</div></div><div><h3>Design</h3><div>Retrospective observational cohort study.</div></div><div><h3>Setting</h3><div>One tertiary referral university hospital in Spain.</div></div><div><h3>Patients</h3><div>All adult patients receiving ECPR between January 2019 and April 2023.</div></div><div><h3>Interventions</h3><div>Prospective collection of variables and follow-up for up to 180 days.</div></div><div><h3>Main variables of interest</h3><div>To assess outcomes, survival with good neurological outcome defined as a Cerebral Performance Categories scale 1–2 at 180 days was used. Secondary variables were collected including demographics and comorbidities, cardiac arrest and cannulation characteristics, ROSC, ECMO-related complications, survival to ECMO decannulation, survival at Intensive Care Unit (ICU) discharge, survival at 180 days, neurological outcome, cause of death and eligibility for organ donation.</div></div><div><h3>Results</h3><div>Fifty-four patients received ECPR, 29 for OHCA and 25 for IHCA. Initial shockable rhythm was identified in 27 (50%) patients. The most common cause for cardiac arrest was acute coronary syndrome [29 (53.7%)] followed by pulmonary embolism [7 (13%)] and accidental hypothermia [5 (9.3%)]. Sixteen (29.6%) patients were alive at 180 days, 15 with good neurological outcome. Ten deceased patients (30.3%) became organ donors after neuroprognostication.</div></div><div><h3>Conclusions</h3><div>The implementation of a multidisciplinary ECPR program in an experienced Extracorporeal Membrane Oxygenation center in Spain is feasible and can lead to good survival outcomes and valid organ donors.</div></div>","PeriodicalId":49268,"journal":{"name":"Medicina Intensiva","volume":"48 10","pages":"Pages 565-574"},"PeriodicalIF":2.7,"publicationDate":"2024-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142322059","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
Pulmonary Events in ICU patients with hyperoxia: is it possible to relate arterial partial pressure of oxygen to coded diseases? A retrospective analysis 高氧重症监护病房患者的肺部事件:动脉血氧分压与编码疾病有关联吗?回顾性分析
IF 2.7 4区 医学
Medicina Intensiva Pub Date : 2024-09-26 DOI: 10.1016/j.medin.2024.04.002
Lubov Stroh , Dennis Nurjadi , Florian Uhle , Thomas Bruckner , Armin Kalenka , Markus Alexander Weigand , Mascha Onida Fiedler-Kalenka
{"title":"Pulmonary Events in ICU patients with hyperoxia: is it possible to relate arterial partial pressure of oxygen to coded diseases? A retrospective analysis","authors":"Lubov Stroh ,&nbsp;Dennis Nurjadi ,&nbsp;Florian Uhle ,&nbsp;Thomas Bruckner ,&nbsp;Armin Kalenka ,&nbsp;Markus Alexander Weigand ,&nbsp;Mascha Onida Fiedler-Kalenka","doi":"10.1016/j.medin.2024.04.002","DOIUrl":"10.1016/j.medin.2024.04.002","url":null,"abstract":"<div><h3>Objective</h3><div>Oxygen has been used liberally in ICUs for a long time to prevent hypoxia in ICU- patients. Current evidence suggests that paO<sub>2</sub> &gt;300 mmHg should be avoided, it remains uncertain whether an “optimal level” exists. We investigated how “mild” hyperoxia influences diseases and in-hospital mortality.</div></div><div><h3>Design</h3><div>This is a retrospective study.</div></div><div><h3>Setting</h3><div>112 mechanically ventilated ICU-patients were enrolled.</div></div><div><h3>Patients or participants</h3><div>112 ventilated patients were included and categorized into two groups based on the median paO<sub>2</sub> values measured in initial 24 h of mechanical ventilation: normoxia group (paO<sub>2</sub> ≤ 100 mmHg, n = 43) and hyperoxia group patients (paO<sub>2</sub> &gt; 100 mmHg, n = 69).</div></div><div><h3>Interventions</h3><div>No interventions were performed.</div></div><div><h3>Main variables of interest</h3><div>The primary outcome was the incidence of pulmonary events, the secondary outcomes included the incidence of other new organ dysfunctions and in-hospital mortality.</div></div><div><h3>Results</h3><div>The baseline characteristics, such as age, body mass index, lactate levels, and severity of disease scores, were similar in both groups. There were no statistically significant differences in the incidence of pulmonary events, infections, and new organ dysfunctions between the groups. 27 out of 69 patients (39.1%) in the “mild” hyperoxia group and 12 out of 43 patients (27.9%) in the normoxia group died during their ICU or hospital stay (p = 0.54). The mean APACHE Score was 29.4 (SD 7.9) in the normoxia group and 30.0 (SD 6.7) in the hyperoxia group (p = 0.62).</div></div><div><h3>Conclusions</h3><div>We found no differences in pulmonary events, other coded diseases, and in-hospital mortality between both groups. It remains still unclear what the \"best oxygen regime\" is for intensive care patients.</div></div>","PeriodicalId":49268,"journal":{"name":"Medicina Intensiva","volume":"48 10","pages":"Pages 575-583"},"PeriodicalIF":2.7,"publicationDate":"2024-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142322060","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
ECPR … Ready for it? ECPR ... 准备好了吗?
IF 2.7 4区 医学
Medicina Intensiva Pub Date : 2024-09-26 DOI: 10.1016/j.medin.2024.07.001
Sara Alcántara Carmona, Héctor Villanueva Fernández
{"title":"ECPR … Ready for it?","authors":"Sara Alcántara Carmona,&nbsp;Héctor Villanueva Fernández","doi":"10.1016/j.medin.2024.07.001","DOIUrl":"10.1016/j.medin.2024.07.001","url":null,"abstract":"","PeriodicalId":49268,"journal":{"name":"Medicina Intensiva","volume":"48 10","pages":"Pages 563-564"},"PeriodicalIF":2.7,"publicationDate":"2024-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142322058","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
Sepsis mortality prediction with Machine Learning Tecniques 利用机器学习技术预测败血症死亡率
IF 2.7 4区 医学
Medicina Intensiva Pub Date : 2024-09-26 DOI: 10.1016/j.medin.2024.04.010
Javier Carrillo Pérez-Tome , Tesifón Parrón-Carreño , Ana Belen Castaño-Fernández , Bruno José Nievas-Soriano , Gracia Castro-Luna
{"title":"Sepsis mortality prediction with Machine Learning Tecniques","authors":"Javier Carrillo Pérez-Tome ,&nbsp;Tesifón Parrón-Carreño ,&nbsp;Ana Belen Castaño-Fernández ,&nbsp;Bruno José Nievas-Soriano ,&nbsp;Gracia Castro-Luna","doi":"10.1016/j.medin.2024.04.010","DOIUrl":"10.1016/j.medin.2024.04.010","url":null,"abstract":"<div><h3>Objective</h3><div>To develop a sepsis death classification model based on machine learning techniques for patients admitted to the Intensive Care Unit (ICU).</div></div><div><h3>Design</h3><div>Cross-sectional descriptive study.</div></div><div><h3>Setting</h3><div>The Intensive Care Units (ICUs) of three Hospitals from Murcia (Spain) and patients from the MIMIC III open-access database.</div></div><div><h3>Patients</h3><div>180 patients diagnosed with sepsis in the ICUs of three hospitals and a total of 4559 patients from the MIMIC III database.</div></div><div><h3>Main variables of interest</h3><div>Age, weight, heart rate, respiratory rate, temperature, lactate levels, partial oxygen saturation, systolic and diastolic blood pressure, pH, urine, and potassium levels.</div></div><div><h3>Results</h3><div>A random forest classification model was calculated using the local and MIMIC III databases. The sensitivity of the model of our database, considering all the variables classified as important by the random forest, was 95.45%, the specificity was 100%, the accuracy was 96.77%, and an AUC of 95%. . In the case of the model based on the MIMIC III database, the sensitivity was 97.55%, the specificity was 100%, and the precision was 98.28%, with an AUC of 97.3%.</div></div><div><h3>Conclusions</h3><div>According to random forest classification in both databases, lactate levels, urine output and variables related to acid.base equilibrium were the most important variable in mortality due to sepsis in the ICU. The potassium levels were more critical in the MIMIC III database than the local database.</div></div>","PeriodicalId":49268,"journal":{"name":"Medicina Intensiva","volume":"48 10","pages":"Pages 584-593"},"PeriodicalIF":2.7,"publicationDate":"2024-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142322285","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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