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Application of radiomics in acute and severe non-neoplastic diseases: A literature review
IF 3.2 3区 医学 Q2 CRITICAL CARE MEDICINE Pub Date : 2025-01-22 DOI: 10.1016/j.jcrc.2025.155027
Yu Fang , Qiannan Zhang , Jingjun Yan , Shanshan Yu
Radiomics involves the integration of computer technology, big data analysis, and clinical medicine. Currently, there have been initial advancements in the fields of acute cerebrovascular disease and cardiovascular disease. The objective of radiomics is to extract quantitative features from medical images for analysis to predict the risk or treatment outcome, help in differential diagnosis, and guide clinical decisions and management. Radiomics applied research has reached a more advanced stage yet encounters several obstacles, including the need for standardization of radiomics features and alignment with treatment requirements for acute and severe illnesses. Future research should aim to seamlessly incorporate radiomics with various disciplines, leverage big data and artificial intelligence advancements, cater to the requirements of acute and critical medicine, and enhance the effectiveness of technological innovation and application in diagnosing and treating acute and critical illnesses.
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引用次数: 0
Cardiogenic shock in patients with active onco-hematological malignancies: A multicenter retrospective study
IF 3.2 3区 医学 Q2 CRITICAL CARE MEDICINE Pub Date : 2025-01-22 DOI: 10.1016/j.jcrc.2025.155028
Mickael Lescroart , Hélène Kemp , Olivier Imauven , Jean Herlé Raphalen , François Bagate , Julien Schmidt , Nahema Issa , Maxens Decavele , Anne-Sophie Moreau , Fabienne Tamion , Bruno Mourvillier , Laure Calvet , Emmanuel Canet , Christine Lebert , Stephanie Pons , Guillaume Lacave , Florent Wallet , Hadrien Winiszewski , Hamid Merdji , Marc Pineton De Chambrun , Lara Zafrani

Purpose

Onco-hematological (OH) patients face significant cardiovascular risks due to malignancy and drug toxicity. Data are limited on the characteristics and outcomes of OH patients with cardiogenic shock (CS) in intensive care units (ICUs).

Methods

This multicenter retrospective study included 214 OH patients with CS across 22 ICUs (2010−2021). The objectives were to (i) identify risk factors for 30-day mortality, (ii) describe early and long-term outcomes, and (iii) assess the prognostic impact of malignancy by comparing OH patients to a control group of CS patients.

Results

The 30-day survival rate was 44.8 %. Multivariate analysis identified previous cardiomyopathy (OR = 1.61), acute kidney injury (OR = 1.62), lactate levels (OR = 1.08 per 1 mmol/L), pulmonary embolism (OR = 3.04), invasive mechanical ventilation (OR = 3.48), and epinephrine use (OR = 2.09) as factors associated with 30-day mortality. Among ICU survivors, 54 % were alive at 1 year with a median left ventricular ejection fraction of 52 %. OH malignancy was significantly associated with 30-day mortality (HR 2.54).

Conclusion

The prognosis for OH patients with CS in the ICU is poor, with epinephrine use associated with worse outcomes. Further research is needed to refine risk stratification and improve treatments for this population.
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引用次数: 0
Water treatment-free prolonged intermittent kidney replacement therapy: A new approach for kidney replacement therapy in the ICU setting. A retrospective study. 无水治疗延长间歇肾替代治疗:在ICU环境下肾替代治疗的新途径。回顾性研究。
IF 3.2 3区 医学 Q2 CRITICAL CARE MEDICINE Pub Date : 2025-01-11 DOI: 10.1016/j.jcrc.2025.155014
Noémie Zucman , Fabrice Uhel , Charles Verney , Jean-Damien Ricard , Didier Dreyfuss , Damien Roux
The optimal modalities of kidney replacement therapy (KRT) in the ICU remain debated. Intermittent haemodialysis (IHD) and continuous veno-venous haemofiltration (CVVH) are the two main methods. Intermittent haemodialysis requires a water treatment system, which may not be available in all jurisdictions. We report the experience of an innovative strategy of intermittent KRT without water treatment system.
Based on the manufacturer's recommendations, the dialysate flow during “CVVHDF post” (post-dilution continuous veno-venous haemodiafiltration) mode was increased by connecting the substitution pump in parallel with the dialysate pump using a Y-connector. This doubled the flow rate of dialysate, allowing for 9000 mL/h during intermittent KRT sessions at a blood flow rate of 250 mL/min. We called this technique “water treatment-free prolonged intermittent kidney replacement therapy” (WTF-PIKRT).
We report our experience in 18 patients who underwent 88 WTF-PIKRT sessions (median duration 5 h (IQR [4, 6])) between August 2019 and May 2020. The median urea reduction ratio was 38 % (IQR [29,49]). Hypotension occurred during 21.6 % of sessions. Hypokalemia or hypophosphatemia occurred in less than 5 % of sessions.
WTF-PIKRT represents an attractive alternative to conventional IHD when a water treatment system is not available. Despite its lower efficacy compared with IHD, it may have significant organizational and economic impact.
在ICU中肾脏替代治疗(KRT)的最佳方式仍然存在争议。间歇血液透析(IHD)和连续静脉-静脉血液滤过(CVVH)是两种主要的方法。间歇性血液透析需要水处理系统,这可能不是在所有司法管辖区都有。我们报告了无水处理系统的间歇式KRT创新策略的经验。根据制造商的建议,通过使用y型接头将替代泵与透析泵并联连接,增加了“CVVHDF后”(稀释后连续静脉-静脉血液滤过)模式下的透析液流量。这使透析液的流速增加了一倍,在血液流速为250 mL/min的间歇KRT期间,透析液的流速为9000 mL/h。我们称这种技术为“无水治疗延长间歇性肾脏替代疗法”(WTF-PIKRT)。我们报告了2019年8月至2020年5月期间接受88次WTF-PIKRT治疗(中位持续时间5小时(IQR[4,6]))的18例患者的经验。尿素还原率中位数为38% (IQR[29,49])。21.6%的疗程出现低血压。低钾血症或低磷血症发生率低于5%。当没有水处理系统时,WTF-PIKRT是传统IHD的一个有吸引力的替代方案。尽管与IHD相比,它的疗效较低,但它可能具有显著的组织和经济影响。
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引用次数: 0
Bio-inspired gloden jackal optimization of XGBoost model enhances 30-day sepsis mortality predictions XGBoost模型的仿生金豺优化增强了30天败血症死亡率预测。
IF 3.2 3区 医学 Q2 CRITICAL CARE MEDICINE Pub Date : 2025-01-07 DOI: 10.1016/j.jcrc.2024.155013
Hemant Kumar , Rashi Agarwal , Amit Yadav
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引用次数: 0
Systematic review and meta-analysis of the treatment of hypernatremia in adult hospitalized patients: impact on mortality, morbidity, and treatment-related side effects
IF 3.2 3区 医学 Q2 CRITICAL CARE MEDICINE Pub Date : 2025-01-06 DOI: 10.1016/j.jcrc.2024.155012
Nuanprae Kitisin , Nattaya Raykateeraroj , Yukiko Hikasa , Larissa Bianchini , Nuttapol Pattamin , Anis Chaba , Akinori Maeda , Sofia Spano , Glenn Eastwood , Kyle White , Rinaldo Bellomo

Background

Hypernatremia is relatively common in acutely ill patients and associated with mortality. Guidelines recommend a slow rate of correction (≤ 0.5 mmol/L per hour). However, a faster correction rate may be safe and improve outcomes.

Objectives

To evaluate the impact of sodium correction rates on mortality and hospital length of stay and to assess types of hypernatremia treatment and treatment side effects.

Methods

We conducted a systematic review and meta-analysis according to PRISMA guidelines, searching Ovid MEDLINE, Embase, and CENTRAL databases from inception to August 2024. Studies reporting sodium correction rates and clinical outcomes in hospitalized adults were included. A random-effects meta-analysis assessed mortality and hospital length of stay, with subgroup analyses exploring correction timing and severity. Treatment method and side effects were analyzed qualitatively.

Results

We reviewed 4445 articles and included 12 studies. Faster correction rates (> 0.5 mmol/L/h) overall showed no significant change in mortality and a high level of heterogeneity (OR 0.68, 95 % CI: 0.38–1.24, I2 = 95 %). However, subgroup analyses found significantly lower mortality with faster correction of hypernatremia at the time of hospital admission (OR 0.48, 95 % CI: 0.35–0.68, I2 = 2 %), with fast correction within the first 24 h of diagnosis (OR 0.48, 95 % CI: 0.31–0.73, I2 = 65 %), and for severe hypernatremia (OR 0.55, 95 % CI: 0.33–0.92, I2 = 79 %). There was no significant different in hospital length of stay by correction rate. No major neurological complications were reported when the correction rate was < 1 mmol/L/h.

Conclusion

Faster sodium correction appears safe and may benefit patients with severe admission-related hypernatremia, particularly within the first 24 h. Further studies are needed to refine correction protocols.
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引用次数: 0
Impact of initial jugular vein insertion site selection for central venous catheter placement on hemodialysis catheter complications 中心静脉置管起始颈静脉置管位置选择对血液透析导管并发症的影响。
IF 3.2 3区 医学 Q2 CRITICAL CARE MEDICINE Pub Date : 2025-01-03 DOI: 10.1016/j.jcrc.2024.155011
Kamel A. Gharaibeh , Mohammad O. Abdelhafez , Kolman E.B. Guedze , Hussain Siddiqi , Abdurrahman M. Hamadah , Avelino C. Verceles

Purpose

This study evaluated the impact of choosing the right versus left internal jugular vein (IJV) for initial central venous catheter (CVC) placement on hemodialysis catheter-related outcomes in critically ill patients.

Materials and methods

Medical records from the University of Maryland Medical Center were reviewed for adult critical care patients who received an IJV CVC between January 1, 2019, and December 31, 2022, and later required an additional temporary hemodialysis catheter.

Results

The study included 214 patients, with 100 (46.7 %) receiving the primary CVC in the right IJV and 114 (53.3 %) in the left IJV. The right IJV group had higher hemodialysis catheter re-insertion rates (40 % vs. 2.6 % in the left IJV group, P < 0.001) related to using a different site other than the right IJV for the initial hemodialysis catheter (85 % for the right IJV group vs. 1.75 % for the left IJV group). Hemodialysis catheters were exchanged over a guidewire in 23 % of the right IJV group vs. 0.9 % in the left IJV group (P < 0.001). Additionally, 38 % of patients in the right IJV group required three venous access interventions, with 14 % needing four or more, versus only 2.6 % requiring three interventions in the left IJV group.

Conclusions

Initiating CVC placement in the right IJV in critically ill patients is associated with a higher risk of hemodialysis catheter re-catheterization related to the use of veins other than the right IJV for hemodialysis catheter placement and an increased need for venous access interventions compared to placement in the left IJV.
目的:本研究评估危重患者选择右颈内静脉(IJV)与左颈内静脉(CVC)初始置管对血液透析导管相关结局的影响。材料和方法:回顾了马里兰大学医学中心在2019年1月1日至2022年12月31日期间接受IJV CVC的成人重症监护患者的医疗记录,这些患者后来需要额外的临时血液透析导管。结果:该研究包括214例患者,其中100例(46.7%)在右侧IJV接受原发性CVC, 114例(53.3%)在左侧IJV接受原发性CVC。右侧IJV组血液透析导管再插入率更高(40%,左侧IJV组为2.6%)。结论:危重患者在右侧IJV中启动CVC放置与血液透析导管再插入的风险更高相关,这与使用静脉而不是右侧IJV进行血液透析导管放置有关,并且与左侧IJV放置相比,静脉通道干预的需求增加。
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引用次数: 0
Can ChatGPT-4 perform as a competent physician based on the Chinese critical care examination?
IF 3.2 3区 医学 Q2 CRITICAL CARE MEDICINE Pub Date : 2025-01-02 DOI: 10.1016/j.jcrc.2024.155010
Xueqi Wang, Jin Tang, Yajing Feng, Cijun Tang, Xuebin Wang

Background

The use of ChatGPT in medical applications is of increasing interest. However, its efficacy in critical care medicine remains uncertain. This study aims to assess ChatGPT-4's performance in critical care examination, providing insights into its potential as a tool for clinical decision-making.

Methods

A dataset from the Chinese Health Professional Technical Qualification Examination for Critical Care Medicine, covering four components—fundamental knowledge, specialized knowledge, professional practical skills, and related medical knowledge—was utilized. ChatGPT-4 answered 600 questions, which were evaluated by critical care experts using a standardized rubric.

Results

ChatGPT-4 achieved a 73.5 % success rate, surpassing the 60 % passing threshold in four components, with the highest accuracy in fundamental knowledge (81.94 %). ChatGPT-4 performed significantly better on single-choice questions than on multiple-choice questions (76.72 % vs. 51.32 %, p < 0.001), while no significant difference was observed between case-based and non-case-based questions.

Conclusion

ChatGPT demonstrated notable strengths in critical care examination, highlighting its potential for supporting clinical decision-making, information retrieval, and medical education. However, caution is required regarding its potential to generate inaccurate responses. Its application in critical care must therefore be carefully supervised by medical professionals to ensure both the accuracy of the information and patient safety.
{"title":"Can ChatGPT-4 perform as a competent physician based on the Chinese critical care examination?","authors":"Xueqi Wang,&nbsp;Jin Tang,&nbsp;Yajing Feng,&nbsp;Cijun Tang,&nbsp;Xuebin Wang","doi":"10.1016/j.jcrc.2024.155010","DOIUrl":"10.1016/j.jcrc.2024.155010","url":null,"abstract":"<div><h3>Background</h3><div>The use of ChatGPT in medical applications is of increasing interest. However, its efficacy in critical care medicine remains uncertain. This study aims to assess ChatGPT-4's performance in critical care examination, providing insights into its potential as a tool for clinical decision-making.</div></div><div><h3>Methods</h3><div>A dataset from the Chinese Health Professional Technical Qualification Examination for Critical Care Medicine, covering four components—fundamental knowledge, specialized knowledge, professional practical skills, and related medical knowledge—was utilized. ChatGPT-4 answered 600 questions, which were evaluated by critical care experts using a standardized rubric.</div></div><div><h3>Results</h3><div>ChatGPT-4 achieved a 73.5 % success rate, surpassing the 60 % passing threshold in four components, with the highest accuracy in fundamental knowledge (81.94 %). ChatGPT-4 performed significantly better on single-choice questions than on multiple-choice questions (76.72 % vs. 51.32 %, <em>p</em> &lt; 0.001), while no significant difference was observed between case-based and non-case-based questions.</div></div><div><h3>Conclusion</h3><div>ChatGPT demonstrated notable strengths in critical care examination, highlighting its potential for supporting clinical decision-making, information retrieval, and medical education. However, caution is required regarding its potential to generate inaccurate responses. Its application in critical care must therefore be carefully supervised by medical professionals to ensure both the accuracy of the information and patient safety.</div></div>","PeriodicalId":15451,"journal":{"name":"Journal of critical care","volume":"86 ","pages":"Article 155010"},"PeriodicalIF":3.2,"publicationDate":"2025-01-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143098889","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Letter to the editor: “Platelet dysfunction in heatstroke-induced coagulopathy: A retrospective observational study” 致编辑的信:“中暑诱导凝血功能障碍的血小板功能障碍:一项回顾性观察研究”。
IF 3.2 3区 医学 Q2 CRITICAL CARE MEDICINE Pub Date : 2024-12-26 DOI: 10.1016/j.jcrc.2024.155008
Yudai Iwasaki, Takayuki Ogura
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引用次数: 0
Authors reply: “Platelet dysfunction in heatstroke-induced coagulopathy: A retrospective observational study” 作者回复:“血小板功能障碍在中暑引起的凝血功能障碍:一项回顾性观察研究”。
IF 3.2 3区 医学 Q2 CRITICAL CARE MEDICINE Pub Date : 2024-12-26 DOI: 10.1016/j.jcrc.2024.155009
Ryota Inokuchi , Kent Doi
{"title":"Authors reply: “Platelet dysfunction in heatstroke-induced coagulopathy: A retrospective observational study”","authors":"Ryota Inokuchi ,&nbsp;Kent Doi","doi":"10.1016/j.jcrc.2024.155009","DOIUrl":"10.1016/j.jcrc.2024.155009","url":null,"abstract":"","PeriodicalId":15451,"journal":{"name":"Journal of critical care","volume":"86 ","pages":"Article 155009"},"PeriodicalIF":3.2,"publicationDate":"2024-12-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142894947","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Fluid management in adult patients undergoing venoarterial extracorporeal membrane oxygenation: A scoping review 接受静脉体外膜氧合的成人患者的液体管理:范围回顾。
IF 3.2 3区 医学 Q2 CRITICAL CARE MEDICINE Pub Date : 2024-12-21 DOI: 10.1016/j.jcrc.2024.155007
Ali Jendoubi , Quentin de Roux , Solène Ribot , Aurore Vanden Bulcke , Camille Miard , Bérénice Tiquet , Bijan Ghaleh , Renaud Tissier , Matthias Kohlhauer , Nicolas Mongardon

Background

The use of venoarterial extracorporeal membrane oxygenation (VA-ECMO) as a cardiocirculatory support has tremendously increased in critically ill patients. Although fluid therapy is an essential component of the hemodynamic management of VA-ECMO patients, the optimal fluid resuscitation strategy remains controversial. We performed a scoping review to map out the existing knowledge on fluid management in terms of fluid type, dosing and the impact of fluid balance on VA-ECMO patient outcomes.

Methods

A literature search within PubMed and EMBASE was conducted from database inception to April 2024. We included all studies involving critically ill adult patients, supported by VA-ECMO regardless of clinical indication (cardiogenic shock or extracorporeal cardiopulmonary resuscitation) with or without Renal Replacement Therapy and describing fluid resuscitation strategies or focusing on fluid type or reporting the impact of fluid balance on clinical outcomes and mortality. Details of study population, ECMO indications, fluid types, resuscitation strategies, fluid balance and outcome measures were extracted.

Results

Sixteen studies met inclusion criteria, including 14 clinical studies and two experimental animal studies. We found a lack of studies comparing restrictive and liberal approaches. No study has compared the efficacy and safety of balanced and saline solutions. The place of albumin, as an alternative fluid, should be investigated. Despite their heterogeneity, studies found a negative impact of both early and cumulative fluid overload on survival and renal outcomes.

Conclusions

The available literature on the fluid management in VA-ECMO setting is scarce. More high-quality evidence is needed regarding optimal fluid dosing, type and resuscitation endpoints in order to standardize practice and improve outcomes.
背景:在危重患者中,静脉动脉体外膜氧合(VA-ECMO)作为一种心肺支持手段的使用急剧增加。尽管液体治疗是VA-ECMO患者血流动力学管理的重要组成部分,但最佳液体复苏策略仍存在争议。我们进行了一项范围审查,以从液体类型、剂量和液体平衡对VA-ECMO患者结果的影响方面列出现有的液体管理知识。方法:检索PubMed和EMBASE自建库至2024年4月的文献。我们纳入了所有涉及危重成人患者的研究,无论临床指征(心源性休克或体外心肺复苏)如何支持VA-ECMO,无论是否采用肾脏替代治疗,并描述液体复苏策略或关注液体类型或报告液体平衡对临床结果和死亡率的影响。提取了研究人群、ECMO适应症、液体类型、复苏策略、液体平衡和结果测量的详细信息。结果:16项研究符合纳入标准,包括14项临床研究和2项实验动物研究。我们发现缺乏比较限制和自由方法的研究。没有研究比较过平衡溶液和生理盐水溶液的有效性和安全性。应调查白蛋白作为替代液体的位置。尽管存在异质性,但研究发现,早期和累积的液体过载对生存和肾脏结局都有负面影响。结论:关于VA-ECMO环境下液体管理的文献很少。需要更多关于最佳液体剂量、类型和复苏终点的高质量证据,以便规范实践并改善结果。
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引用次数: 0
期刊
Journal of critical care
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