hemodynamic parameters

血液动力学参数
  • 文章类型: Journal Article
    在人类牙列中,最常见的阻生牙齿是下颌第三磨牙(M3M)。这些牙齿的拔除或拔除通常会导致患者由于该过程中所涉及的感知疼痛而产生焦虑。因此,必须使用麻醉有效地控制疼痛。使用较新的局部麻醉药物可以帮助减少副作用和药物相互作用。传统上,肾上腺素与利多卡因一起用作血管收缩剂。当与利多卡因合用时,α激动剂右美托咪定和可乐定可以延长麻醉持续时间,从而减少了额外的止痛药的需要。
    这项研究采用了随机,三盲,平行臂设计。对60名患者进行了筛查,和45例需要单侧手术切除阻生下颌第三磨牙的系统性健康患者,其难度相似(根据改良Pederson指数为中度至困难)被纳入研究。患者分为以下三组:A组:2%盐酸利多卡因和1:100,000肾上腺素,C组:2%盐酸利多卡因和15µg/mL可乐定,D组:2%盐酸利多卡因,1µg/mL右美托咪定。评估的参数是麻醉开始的时间,麻醉深度,血液动力学参数,和术后镇痛持续时间。
    与A组和C组相比,D组起效更快,术后镇痛持续时间延长。三组在麻醉深度和血流动力学参数方面无统计学差异。
    D组比A组和C组表现出更快的麻醉开始,与A组(4.54小时)和C组(2.1小时)相比,D组的术后镇痛效果显着延长(7.22小时)。接受D组溶液的患者在术后7.22小时内经历了长时间的舒适,无需镇痛药。
    UNASSIGNED: In human dentition, the most commonly impacted teeth are the mandibular third molars (M3M). The removal or extraction of these teeth often causes anxiety in patients due to the perceived pain involved in the process. Therefore, pain must be effectively managed using anesthesia. The use of newer local anesthetic drugs can help minimize side effects and drug interactions. Traditionally, adrenaline is used as a vasoconstrictor along with lignocaine. When combined with lignocaine, the alpha agonists dexmedetomidine and clonidine can extend the duration of anesthesia, thereby reducing the need for additional pain-relieving medications.
    UNASSIGNED: This study used a randomized, triple-blind, parallel-arm design. Sixty patients were screened, and 45 systemically healthy patients requiring unilateral surgical removal of impacted mandibular third molars with similar difficulty (moderate-to-difficult according to the Modified Pederson\'s Index) were included in the study. Patients were allocated into three groups as follows: Group A: 2% Lignocaine Hydrochloride with 1:100,000 Adrenaline, Group C: 2% Lignocaine Hydrochloride with 15 µg/mL Clonidine, and Group D: 2% Lignocaine Hydrochloride with 1 µg/mL Dexmedetomidine. The evaluated parameters were the time of onset of anesthesia, depth of anesthesia, hemodynamic parameters, and duration of postoperative analgesia.
    UNASSIGNED: Group D had a faster onset of action and prolonged duration of postoperative analgesia compared with Groups A and C. No statistically significant differences were observed between the three groups in terms of the depth of anesthesia and hemodynamic parameters.
    UNASSIGNED: Group D exhibited a significantly more rapid onset of anesthesia than Groups A and C, and the postoperative analgesic effect in Group D was significantly prolonged (7.22 hours) compared with that in Groups A (4.54 hours) and C (2.1 hours). Patients receiving the Group D solution experienced an extended period of comfort without the need for analgesics for up to 7.22 hours post-procedure.
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  • 文章类型: Journal Article
    背景:腹腔镜全腹膜外腹股沟疝修补术(TEP)存在手术并发症的风险,尤其是出血,特别是在欧洲疝协会(EHS)3型和复发性腹股沟疝。在这项研究中,我们引入了一种创新技术,使用吲哚菁绿标记的荧光腹腔镜检查来减轻术中并发症,包括疝囊出血和破裂.
    方法:这项回顾性研究回顾了2023年7月至8月在安庆市医院接受TEP修复的17例患者的记录。术中,荧光成像用于追踪精索血管的路径并勾勒出疝囊的边界,以促进彻底的解剖。
    结果:17例患者均顺利完成手术,中位手术时间为42分钟(范围:30-51分钟)。术中出血量中位数为5ml(范围:3-8ml)。在每种情况下都实现了疝囊的完全解剖,没有任何囊破裂的事件。术后第1天精索动脉血流的血流动力学参数与术前值无统计学差异。此外,在7个月的随访期间,无血清肿形成或疝复发病例。
    结论:我们的研究结果表明,在TEP修复中采用吲哚菁绿标记的荧光技术可显著减少术中并发症,明显出血和疝囊破裂。该技术对精索动脉的血液动力学参数的影响可忽略不计,并减少了整体手术时间。
    BACKGROUND: Laparoscopic Total Extra-peritoneal Inguinal Hernia Repair(TEP) presents escalated risks of surgical complications, notably bleeding, particularly in European Hernia Society (EHS) types 3 and recurrent inguinal hernia. In this study, we introduced an innovative technique using indocyanine green-labeled fluorescence laparoscopy to mitigate intraoperative complications, including bleeding and rupture of the hernial sac.
    METHODS: This retrospective study reviewed records of 17 patients who underwent TEP repair at Anqing Municipal Hospital between July and August 2023. Intraoperatively, fluorescence imaging was utilized to trace the pathway of the spermatic vessels and outline the boundaries of the hernia sac to facilitate a thorough dissection.
    RESULTS: The procedure was successfully completed in all 17 patients, with a median operation time of 42 min (range: 30-51 min). Median intraoperative blood loss was 5 ml (range: 3-8 ml). Complete dissection of the hernia sac was achieved in each case without any incidents of sac rupture. Hemodynamic parameters of blood flow within the spermatic artery on postoperative day 1 showed no statistically significant deviations from the preoperative values. Furthermore, during the 7-month follow-up period, there were no cases of seroma formation or hernia recurrence.
    CONCLUSIONS: Our findings suggest that employing indocyanine green-labeled fluorescence technology in TEP repair significantly reduces intraoperative complications, notably bleeding and rupture of the hernial sac. This technique demonstrated a negligible impact on the hemodynamic parameters of the spermatic artery and reduced the overall surgical time.
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  • 文章类型: Journal Article
    对于流体管理,建议使用动态参数评估流体响应性。然而,血流动力学稳定的患者自主呼吸,通过超声心动图和被动抬腿精确测量每搏量的变化是具有挑战性的,由于细微的SV变化。本研究旨在确定健康志愿者的正常SV变化,并评估血液动力学参数在筛查轻度低血容量患者中的准确性。这个未来,重复措施,横断面研究通过超声心动图筛选了269名受试者。最初,45名健康志愿者接受了液体挑战测试,其结局作为筛查215例ICU患者的标准.在这些患者中,53人接受了额外的流体挑战测试。血流动力学参数,包括最大速度时间积分(VTImaxs)的中位数,VTImax(PV)的峰值速度,颈内静脉直径(IJVD),首先在60°的上身高度(UBE)下重复测量面积(IJVA),第二个仰卧位,第三在UBE,第四个仰卧位,最后在液体加载后处于仰卧位。比较了83名液体无反应者和15名液体反应者对位置变化的血液动力学反应。流体反应性定义为流体诱导的VTImax中位数变化(流体诱导的VTImax中位数变化)≥10%。没有健康志愿者显示重复测量的VTImaxs中位数的平均值≥7%,在UBE位置(UBE引起的VTImax中位数变化)或流体负荷(流体引起的VTImax中位数变化)之后。UBE诱导的中位VTImax和PV变化与液体反应性显着相关(p<0.001,AUC0.959;p<0.001,AUC0.804)。通过使用二元逻辑回归(p=0.001,OR90.1)的多变量分析和使用线性回归分析的相关系数(R2=0.793)证明了显着的相关性。UBE诱导的VTImax中位数变化(≥11.8%和7.98%)预测液体诱导的VTImax中位数变化≥10%和7%(AUC0.959和0.939)。IJVD与IJVA的塌陷性和变异无显著相干性。重复测量的VTImaxs从UBE过渡到仰卧位的中位数增加,在维持血流动力学稳定的自主呼吸患者中,有效筛查轻度低血容量,并证明与液体反应性显着相关。
    Evaluating fluid responsiveness with dynamic parameters is recommended for fluid management. However, in hemodynamically stable patients who are breathing spontaneously, accurately measuring stroke volume variation via echocardiography and passive leg raising is challenging due to subtle SV changes. This study aimed to identify normal SV changes in healthy volunteers and evaluate the precision of hemodynamic parameters in screening mild hypovolemia in patients. This prospective, repeated-measures, cross-sectional study screened 269 subjects via echocardiography. Initially, 45 healthy volunteers underwent a fluid challenge test, the outcomes of which served as criteria to screen 215 ICU patients. Among these patients, 53 underwent additional fluid challenge testing. Hemodynamic parameters, including medians of maximum velocity time integrals (VTImaxs), peak velocity of VTImax (PV), internal jugular vein diameters (IJVD), and area (IJVA) were repeatedly measured first at a 60° upper body elevation (UBE), second in a supine position, third at UBE, fourth in a supine position, and lastly in a supine position after fluid loading. The hemodynamic responses to the position changes were compared between 83 fluid non-responders and 15 fluid responders. Fluid responsiveness was defined as fluid-induced medians\' change of VTImaxs (fluid-induced median VTImax change) ≥ 10%. None of the healthy volunteers showed the mean value of repeatedly measured medians of VTImaxs ≥ 7%, following either UBE position (UBE-induced median VTImax change) or fluid loading (fluid-induced median VTImax change). UBE-induced median VTImax and PV changes were significantly correlated with fluid responsiveness (p < 0.001, AUC 0.959; p < 0.001, AUC 0.804). The significant correlations were demonstrated via multivariable analysis using binary logistic regression (p = 0.001, OR 90.1) and the correlation coefficient (R2 = 0.793) using linear regression analysis. UBE-induced median VTImax changes (≥ 11.8% and 7.98%) predicted fluid-induced median VTImax changes ≥ 10% and 7% (AUC 0.959 and 0.939). The collapsibility and variation of IJVD and IJVA showed no significant correlation. An increase in the mean value of medians of repeatedly measured VTImaxs transitioning from an UBE to a supine position, effectively screened mild hypovolemia and demonstrated a significant correlation with fluid responsiveness in spontaneously breathing patients maintaining hemodynamic stability.
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  • 文章类型: Journal Article
    背景:浴床是护理的重要组成部分。很少有研究评估传统和干床浴对患者的影响。
    目的:本研究的目的是调查重症监护病房患者传统和干床浴对患者血液动力学参数的影响。洗浴程序的持续时间和消耗品的成本。
    方法:这是一项随机交叉临床试验和前瞻性研究。这项研究是在普外科重症监护病房进行的,共有22名年龄在18岁及以上的重症监护患者,有个人护理不足的护理诊断。每位患者间隔24小时接受两种类型的床浴:传统的床浴和一次性使用组织的干床浴。每次洗澡前,在第五,洗澡的第10分钟和第15分钟,沐浴后立即和沐浴后30分钟,体温,心率,血压,使用Friedman检验比较了组内呼吸频率和外周血氧饱和度测量值随时间的变化.Wilcoxon符号等级测试用于比较沐浴程序之间的沐浴持续时间和沐浴消耗品成本的变量。
    结果:发现在完成传统和干床沐浴时,参与者的体温,血压,心率和呼吸频率参数明显低于洗澡前,而外周血氧饱和度值显着增加(p<0.05)。发现干床浴花费的时间在统计学上明显短于传统的床浴,并且消耗性洗浴材料的成本更低(p<0.05)。
    结论:得出的结论是,给予重症监护患者的传统和干床浴影响了他们的血液动力学参数,并且干床浴优于传统床浴,因为它花费的时间更短,成本更低。
    BACKGROUND: The bed bath is an important part of nursing care. There are few studies evaluating the effects of traditional and dry bed baths on patients.
    OBJECTIVE: This study was performed with the aim of investigating the effect of traditional and dry bed baths given to intensive care unit patients on the patients\' hemodynamic parameters, the duration of the bathing procedure and the cost of consumable items.
    METHODS: This was a randomized crossover clinical trial and a prospective study. The study was conducted in a General Surgery Intensive Care Unit with 22 intensive care patients aged 18 and over, who had a nursing diagnosis of bathing personal care deficiency. Each patient was given two types of bed baths at an interval of 24 h: a traditional bed bath and a dry bed bath performed with single-use tissues. Immediately before each bath, in the 5th, 10th and 15th minute of bathing, immediately after bathing and 30 min after bathing, body temperature, heart rate, blood pressure, breathing rate and peripheral oxygen saturation measurement changes over time were compared within the group using the Friedman test. The Wilcoxon signed ranks test was used to compare the variables of bathing duration and bathing consumable item costs between the bathing procedures.
    RESULTS: It was found that at the completion of traditional and dry bed bathing, the participants\' body temperature, blood pressure, heart rate and breathing rate parameters were statistically significantly lower than before bathing, whereas peripheral oxygen saturation values showed a significant increase (p < 0.05). It was found that the dry bed bath took a statistically significantly shorter time than the traditional bed bath and that the cost of consumable bathing materials was less (p < 0.05).
    CONCLUSIONS: It was concluded that traditional and dry bed baths given to intensive care patients affected their hemodynamic parameters and that the dry bed bath was superior to the traditional bed bath in that it took less time and that it cost less.
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  • 文章类型: Journal Article
    要比较三种(自下而上非芭蕾舞,自上而下的非芭蕾舞,自上而下的芭蕾舞)在腹主动脉瘤的血管内修复中使用的理想化支架移植物配置,在各种流变模型的影响下。
    假定了十个流变模型,并采用了商业有限体积求解器,以模拟现实边界条件下的血流。进行了适当的网格收敛性研究,并计算了五个血液动力学变量:时间平均壁切应力(TAWSS),振荡剪切指数(OSI),相对停留时间(RRT),所有三种构型的内皮细胞激活电位(ECAP)和位移力(DF)。
    血流模型的选择可能会影响结果,但并不构成对假定支架移植物整体性能的重要决定因素。相反,支架移植物的几何形状具有主要影响。具体来说,自下而上的非芭蕾类型的特点是表现最差,表现出最低的TAWSS和最高的OSI,RRT和ECAP值。另一方面,TopDown芭蕾舞类型具有血液动力学优势,可产生最高的TAWSS和最低的OSI,RRT和ECAP平均值。此外,芭蕾舞类型的特点是DF最低,尽管观察到的差异很小,并且其临床相关性不确定。
    假定的流变模型对移植物的整体性能的影响并不显着。因此,相对安全的说法是,决定其整体性能的是支架移植物的类型,而不是所采用的血流模型。
    UNASSIGNED: To compare the hemodynamic performance of three (Bottom Up non-ballet, Top-Down non-ballet, Top Down ballet) idealized stent graft configurations used during endovascular repair of abdominal aortic aneurysms, under the influence of various rheological models.
    UNASSIGNED: Ten rheological models are assumed and a commercial finite volume solver is employed for the simulation of blood flow under realistic boundary conditions. An appropriate mesh convergence study is performed and five hemodynamic variables are computed: the time average wall shear stress (TAWSS), oscillatory shear index (OSI), relative residence time (RRT), endothelial cell activation potential (ECAP) and displacement force (DF) for all three configurations.
    UNASSIGNED: The choice of blood flow model may affect results, but does not constitute a significant determinant on the overall performance of the assumed stent grafts. On the contrary, stent graft geometry has a major effect. Specifically, the Bottom Up non-ballet type is characterized by the least favorable performance presenting the lowest TAWSS and the highest OSI, RRT and ECAP values. On the other hand, the Top Down ballet type presents hemodynamic advantages yielding the highest TAWSS and lowest OSI, RRT and ECAP average values. Furthermore, the ballet type is characterized by the lowest DF, although differences observed are small and their clinical relevance uncertain.
    UNASSIGNED: The effect of the assumed rheological model on the overall performance of the grafts is not significant. It is thus relatively safe to claim that it is the type of stent graft that determines its overall performance rather than the adopted blood flow model.
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  • 文章类型: Journal Article
    目的:本研究的目的是研究不同床头角度对仰卧位重症监护患者血流动力学参数的影响。
    方法:本研究是一项非随机对照研究,准实验重复测量研究。这项研究是在土耳其一家普通外科重症监护室对50名18岁及以上的重症监护患者进行的。每个病人都处于仰卧位,床头升高到0°的角度,20°,30°,45°没有枕头,和中心静脉压的血流动力学参数,收缩压和舒张压,心率,呼吸频率,0和10min后记录外周血氧饱和度。
    结果:发现重症监护患者床头角度升高至45°时,在第0和第10分钟测得的平均中心静脉压值高于床头角度为0°或20°时(p<.05)。发现患者的其他血液动力学参数不受不同床头角度的影响。
    结论:这项研究的结果得出结论,在仰卧位的重症监护患者中,只有中心静脉压受床头角度的影响,并且可以在30°的床头角度下可靠地进行中心静脉压测量。
    OBJECTIVE: The aim of this study was to research the effect of different bed head angles on the hemodynamic parameters of intensive care patients lying in the supine position.
    METHODS: This study was a non-randomized and non-controlled, quasi-experimental repeated measures study. The study was conducted with 50 intensive care patients aged 18 and over in a general surgery intensive care unit in Turkey. With each patient in the supine position, the bed head was raised to an angle of 0°, 20°, 30°, and 45° without a pillow, and the hemodynamic parameters of central venous pressure, systolic and diastolic blood pressure, heart rate, breathing rate, and peripheral oxygen saturation were recorded after 0 and 10 min.
    RESULTS: It was found that the mean central venous pressure value measured at min 0 and 10 was higher when the intensive care patients\' bed head angle was raised to 45° than when the bed head was at an angle of 0° or 20° (p < .05). It was found that the patients\' other hemodynamic parameters were not affected by different bed head angles.
    CONCLUSIONS: It was concluded as a result of this research that in intensive care patients in the supine position, only central venous pressure was affected by bed head angle, and that central venous pressure measurement can be reliably made at a bed head angle of 30°.
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  • 文章类型: Journal Article
    目前对新生儿红细胞增多症的治疗建议是,如果无症状新生儿的血细胞比容>70%,则应进行部分交换输血(PET)。或者如果有症状的新生儿的血细胞比容>65%。PET对新生儿红细胞增多症的血流动力学影响尚未得到很好的研究。
    评价PET对新生儿红细胞增多症的血流动力学影响。
    在三级护理教学医院的新生儿重症监护病房进行的前瞻性观察研究,招募了21名接受PET治疗的红细胞增多症新生儿。在PET之前和手术后6小时获得血液动力学和超声心动图参数。
    红细胞增多症新生儿的平均胎龄为35.08±2.35周,平均出生体重为1,929±819.2g。PET手术后心率和氧饱和度显着改善(p<0.05)。右心室收缩功能参数显着改善(三尖瓣环平面收缩偏移,分数面积变化,右心室输出量)(p<0.05)。左心室功能参数显着改善(缩短,左心室输出量,E:A比率)(p<0.05)。在PET手术后注意到症状的消退,没有与PET相关的不良事件。
    PET可能有效改善红细胞增多症新生儿的心率和氧饱和度。具有良好的短期血流动力学稳定性,改善右心室收缩,以及左心室收缩和舒张功能。这是一个安全有效的程序,副作用最小。需要进行更大样本量和对照组的进一步研究来证实我们的发现。
    UNASSIGNED: The current recommendations for the management of neonatal polycythemia are that partial exchange transfusion (PET) should be performed if the hematocrit is >70% in an asymptomatic neonate, or if the haematocrit is >65% in a symptomatic neonate. The hemodynamic effects of PET for neonatal polycythemia have not been well researched.
    UNASSIGNED: To evaluate the hemodynamic effects of PET in neonates with polycythemia.
    UNASSIGNED: Prospective observational study conducted in a neonatal intensive care unit of a tertiary care teaching hospital enrolling 21 neonates with polycythemia who underwent PET. Hemodynamic and echocardiographic parameters were obtained prior to PET and 6 h after procedure.
    UNASSIGNED: The mean gestational age of neonates with polycythemia was 35.08 ± 2.35 weeks with a mean birth weight of 1,929 ± 819.2 g. There was a significant improvement noted in heart rate and oxygen saturation post PET procedure (p < 0.05). Right ventricular systolic function parameters showed significant improvement (Tricuspid annular plane systolic excursion, fractional area change, right ventricular output) (p < 0.05). Left ventricular function parameters showed significant improvement (Fractional shortening, left ventricular output, E:A ratio) (p < 0.05). Resolution of symptoms was noted after PET procedure with no adverse events associated with PET.
    UNASSIGNED: PET maybe effective in improving heart rate and oxygen saturation levels in polycythemic neonates. It has good short-term hemodynamic stability with improvement in right ventricular systolic, as well as left ventricular systolic and diastolic function. It is a safe and effective procedure with minimal adverse effects. Further studies with larger sample size and a control group would be required to corroborate our findings.
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  • 文章类型: Observational Study
    进展性脑梗死(PCI)是缺血性卒中患者常见的并发症,导致预后不良。血压(BP)可以指示卒中后的血流动力学变化,这在PCI的发展中起关键作用。作者旨在研究BP衍生的血流动力学参数与PCI之间的关联。收集80例脑梗死患者的临床资料和血压记录,包括40例PCI患者和40例非进展性脑梗死(NPCI)患者。根据入院后最初7天的血压记录计算血流动力学参数,包括收缩压和舒张压,平均动脉压,和脉压(PP),计算每组的平均值,并在白天和晚上进行比较,在不同的日子之间。采用t检验或连续变量的非参数等值法比较PCI组和NPCI组的血流动力学参数和昼夜节律,分类变量的卡方检验或Fisher精确检验,潜在危险因素的Cox比例风险回归分析和二元logistic回归分析。在PCI和NPCI组中,第2天和第6天出现日间收缩压显著下降,分别。入院时收缩压和纤维蛋白原,第一天的白天收缩压,第三天的夜间收缩压,PP,PCI组血压昼夜节律异常的比率均较高。PCI组和NPCI组的血压昼夜节律有显著差异。PCI与较高的收缩压相关,PP和BP的昼夜节律异常较多。
    Progressive cerebral infarction (PCI) is a common complication in patients with ischemic stroke that leads to poor prognosis. Blood pressure (BP) can indicate post-stroke hemodynamic changes which play a key role in the development of PCI. The authors aim to investigate the association between BP-derived hemodynamic parameters and PCI. Clinical data and BP recordings were collected from 80 patients with cerebral infarction, including 40 patients with PCI and 40 patients with non-progressive cerebral infarction (NPCI). Hemodynamic parameters were calculated from the BP recordings of the first 7 days after admission, including systolic and diastolic BP, mean arterial pressure, and pulse pressure (PP), with the mean values of each group calculated and compared between daytime and nighttime, and between different days. Hemodynamic parameters and circadian BP rhythm patterns  were compared between PCI and NPCI groups using t-test or non-parametric equivalent for continuous variables, Chi-squared test or Fisher\'s exact test for categorical variables, Cox proportional hazards regression analysis and binary logistic regression analysis for potential risk factors. In PCI and NPCI groups, significant decrease of daytime systolic BP appeared on the second and sixth days, respectively. Systolic BP and fibrinogen at admission, daytime systolic BP of the first day, nighttime systolic BP of the third day, PP, and the ratio of abnormal BP circadian rhythms were all higher in the PCI group. PCI and NPCI groups were significantly different in BP circadian rhythm pattern. PCI is associated with higher systolic BP, PP and more abnormal circadian rhythms of BP.
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  • 文章类型: Journal Article
    背景:在重症监护病房(ICU)中,准确的死亡率预测对于有效的患者管理和资源分配至关重要。简化急性生理学评分II(SAPS-2),虽然常用,严重依赖全面的临床数据和血液样本。这项研究旨在开发一种人工智能(AI)模型,利用关键的血液动力学参数来预测最初24小时内的ICU死亡率,并评估其相对于SAPS-2的性能。
    方法:我们对选定的血流动力学参数和心率曲线结构进行了分析,以确定ICU死亡率的潜在预测因素。随后在不同的患者队列上训练和验证了机器学习模型。然后将AI算法的性能与SAPS-2进行比较,重点是分类准确性,校准,和普适性。
    结果:该研究包括从3月27日开始的1298名ICU患者,2015年3月27日,2017.从2022年到2023年的额外队列包括590名患者,导致1888名患者的总数据集。观察到的死亡率为24.0%。死亡率的关键决定因素是格拉斯哥昏迷量表评分,心率复杂度,患者年龄,舒张压低于50mmHg的持续时间,心率变异性,和特定的平均和收缩压阈值。AI模型,在这些决定因素的指导下,在预测死亡率方面表现出相当的表现,如果不是优越的,到SAPS-2.
    结论:AI模型,将心率和血压曲线分析与基本临床参数相结合,提供了一种方法来预测ICU患者的院内死亡率。该模型提供了现有工具的替代方案,这些工具依赖于广泛的临床数据和实验室输入。将其整合到ICU监测系统中可能会促进更简化的死亡率预测过程。
    BACKGROUND: In intensive care units (ICUs), accurate mortality prediction is crucial for effective patient management and resource allocation. The Simplified Acute Physiology Score II (SAPS-2), though commonly used, relies heavily on comprehensive clinical data and blood samples. This study sought to develop an artificial intelligence (AI) model utilizing key hemodynamic parameters to predict ICU mortality within the first 24 h and assess its performance relative to SAPS-2.
    METHODS: We conducted an analysis of select hemodynamic parameters and the structure of heart rate curves to identify potential predictors of ICU mortality. A machine-learning model was subsequently trained and validated on distinct patient cohorts. The AI algorithm\'s performance was then compared to the SAPS-2, focusing on classification accuracy, calibration, and generalizability.
    RESULTS: The study included 1298 ICU admissions from March 27th, 2015, to March 27th, 2017. An additional cohort from 2022 to 2023 comprised 590 patients, resulting in a total dataset of 1888 patients. The observed mortality rate stood at 24.0%. Key determinants of mortality were the Glasgow Coma Scale score, heart rate complexity, patient age, duration of diastolic blood pressure below 50 mmHg, heart rate variability, and specific mean and systolic blood pressure thresholds. The AI model, informed by these determinants, exhibited a performance profile in predicting mortality that was comparable, if not superior, to the SAPS-2.
    CONCLUSIONS: The AI model, which integrates heart rate and blood pressure curve analyses with basic clinical parameters, provides a methodological approach to predict in-hospital mortality in ICU patients. This model offers an alternative to existing tools that depend on extensive clinical data and laboratory inputs. Its potential integration into ICU monitoring systems may facilitate more streamlined mortality prediction processes.
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  • 文章类型: Journal Article
    许多作者注意到缺乏关于身体活动程度之间因果关系的知识,动态,和疾病的结果,以及运动史对前运动员康复潜力的影响。
    根据心电图指标评估心血管系统的功能状态,心电图,超声心动图和大师运动员的身体表现水平。
    这项研究包括一个由100名运动员组成的主要群体,接受过心电图检查的人,多心电图,超声心动图,心率和血压测量来确定他们的身体表现水平。然后将受试者分为两组。第一组包括75名继续活跃于定期体育活动的人。第二组由25人组成,他们完全停止训练或只有偶尔训练,非系统的身体活动。对照组31人,由以前没有参加过体育运动的同龄人士组成,根据相同的程序进行检查。
    我们获得的数据表明,体育活动确实有助于增加身体的稳定性,并最大程度地部署循环系统的能力,包括他们在体育大师中的长期保存。停止训练的运动员心脏和血管有年龄相关变化的迹象,这似乎比那些继续训练的人更频繁和更早。在主要组中也可以看到更高程度的心肌收缩力(在90.67%的病例中)。
    大师级运动员和在完成运动生涯后停止训练的运动员,应该有特别彻底的医疗监督,并定期进行年度深入检查。
    UNASSIGNED: Many authors have noted the lack of knowledge on the causal relationship between the degree of physical activity, the dynamics, and outcomes of diseases, as well as the influence of sports history on the rehabilitation potential of former athletes.
    UNASSIGNED: Assessment of the functional state of the cardiovascular system according to the indicators of electrocardiography, polycardiography, echocardiography and the level of physical performance in masters athletes.
    UNASSIGNED: The study included a main group consisting of 100 athletes, who had undergone electrocardiography, poly-electrocardiography, ultrasound echocardiography, heart rate and blood pressure measurement to determine their level of physical performance. The subjects were then divided into 2 groups. The first group included 75 people who continue to be active in regular sports activities. The second group consisted of 25 people who completely stopped training or had only occasional, unsystematic physical activities. A control group of 31 people, consisting of people of the same age who had not been involved in sports earlier, was examined according to the same program.
    UNASSIGNED: The data obtained by us show that sports activities do contribute to the increasing stability of the body and maximize the deployment of the capabilities of the circulatory system, including their long-term preservation in masters athletic. Athletes who have stopped training have signs of age-related changes in the heart and blood vessels, which seem to be more frequent and earlier than those who continue training. A higher degree of myocardial contractility (in 90.67% of cases) can also be seen in the main group.
    UNASSIGNED: Masters athletes and those who stopped training after completing their sports career, should have notably thorough medical supervision and undergo regular annual in-depth examination.
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