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1.
Acta Med Acad ; 53(1): 10-23, 2024 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-38984696

RESUMEN

OBJECTIVE: To analyze the use of the Pressure Recording Analytical Method (PRAM), an hemodynamic monitoring system, in evaluating intraoperative and postoperative hemodynamic instability in patients undergoing endovascular repair for abdominal aortic aneurysm, and to evaluate if the decision to refer patients to a ordinary ward or to a Cardiac Step-Down Unit (CSDU) after the intervention on the basis of intraoperative hemodynamic monitoring could be more cost-effective. MATERIALS AND METHODS: After preoperative clinical evaluation, 44 patients were divided in this non-randomised study into two groups according to their postoperative destination: Group 1-ward (N=22) and Group 2-CSDU (N=22). All patients underwent monitoring with PRAM during the intervention and in the 24 postoperative hours, measuring several indices of myocardial contractility and other hemodynamic variables. RESULTS: According to the variability of two parameters, Stroke Volume Variation and Pulse Pressure Variation, patients were classified as stable or unstable. Unstable patients showed a significant alteration in several hemodynamic indices, in comparison to stable ones. According to the intraoperative monitoring, eight high risk patients could have been sent to an ordinary ward due to their stability, with a reduction in the improper use of CSDU and, consequently, in costs. CONCLUSIONS: Hemodynamic monitoring with PRAM can be useful in these patients, both for intraoperative management and for the choice of the more appropriate postoperative setting, possibly reducing the improper use of CSDU for hemodynamically stable patients who are judged to be at high risk preoperatively, and re-evaluating low surgical risk patients with an unstable intraoperative pattern, with a possible reduction in costs.


Asunto(s)
Aneurisma de la Aorta Abdominal , Análisis Costo-Beneficio , Procedimientos Endovasculares , Humanos , Aneurisma de la Aorta Abdominal/cirugía , Masculino , Anciano , Procedimientos Endovasculares/economía , Procedimientos Endovasculares/métodos , Femenino , Persona de Mediana Edad , Monitoreo Intraoperatorio/métodos , Monitoreo Intraoperatorio/economía , Anciano de 80 o más Años , Presión Sanguínea/fisiología , Hemodinámica/fisiología , Monitorización Hemodinámica/métodos , Periodo Posoperatorio
2.
J Surg Res ; 300: 173-182, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-38815516

RESUMEN

INTRODUCTION: Intraoperative goal-directed hemodynamic therapy (GDHT) is a cornerstone of enhanced recovery protocols. We hypothesized that use of an advanced noninvasive intraoperative hemodynamic monitoring system to guide GDHT may decrease intraoperative hypotension (IOH) and improve perfusion during pancreatic resection. METHODS: The monitor uses machine learning to produce the Hypotension Prediction Index to predict hypotensive episodes. A clinical decision-making algorithm uses the Hypotension Prediction Index and hemodynamic data to guide intraoperative fluid versus pressor management. Pre-implementation (PRE), patients were placed on the monitor and managed per usual. Post-implementation (POST), anesthesia teams were educated on the algorithm and asked to use the GDHT guidelines. Hemodynamic data points were collected every 20 s (8942 PRE and 26,638 POST measurements). We compared IOH (mean arterial pressure <65 mmHg), cardiac index >2, and stroke volume variation <12 between the two groups. RESULTS: 10 patients were in the PRE and 24 in the POST groups. In the POST group, there were fewer minimally invasive resections (4.2% versus 30.0%, P = 0.07), more pancreaticoduodenectomies (75.0% versus 20.0%, P < 0.01), and longer operative times (329.0 + 108.2 min versus 225.1 + 92.8 min, P = 0.01). After implementation, hemodynamic parameters improved. There was a 33.3% reduction in IOH (5.2% ± 0.1% versus 7.8% ± 0.3%, P < 0.01, a 31.6% increase in cardiac index >2.0 (83.7% + 0.2% versus 63.6% + 0.5%, P < 0.01), and a 37.6% increase in stroke volume variation <12 (73.2% + 0.3% versus 53.2% + 0.5%, P < 0.01). CONCLUSIONS: Advanced intraoperative hemodynamic monitoring to predict IOH combined with a clinical decision-making tree for GDHT may improve intraoperative hemodynamic parameters during pancreatectomy. This warrants further investigation in larger studies.


Asunto(s)
Hemodinámica , Hipotensión , Monitoreo Intraoperatorio , Pancreatectomía , Humanos , Proyectos Piloto , Pancreatectomía/efectos adversos , Persona de Mediana Edad , Femenino , Masculino , Anciano , Hipotensión/prevención & control , Hipotensión/etiología , Hipotensión/diagnóstico , Monitoreo Intraoperatorio/métodos , Complicaciones Intraoperatorias/prevención & control , Complicaciones Intraoperatorias/etiología , Complicaciones Intraoperatorias/epidemiología , Monitorización Hemodinámica/métodos , Adulto , Algoritmos , Fluidoterapia/métodos , Toma de Decisiones Clínicas/métodos
3.
Andes Pediatr ; 95(2): 202-212, 2024 Apr.
Artículo en Español | MEDLINE | ID: mdl-38801369

RESUMEN

Sepsis is one of the main causes of admission to Intensive Care Units (ICU). The hemodynamic objectives usually sought during the resuscitation of the patient in septic shock correspond to macrohemodynamic parameters (heart rate, blood pressure, central venous pressure). However, persistent alterations in microcirculation, despite the restoration of macrohemodynamic parameters, can cause organ failure. This dissociation between the macrocirculation and microcirculation originates the need to evaluate organ tissue perfusion, the most commonly used being urinary output, lactatemia, central venous oxygen saturation (ScvO2), and veno-arterial pCO2 gap. Because peripheral tissues, such as the skin, are sensitive to disturbances in perfusion, noninvasive monitoring of peripheral circulation, such as skin temperature gradient, capillary refill time, mottling score, and peripheral perfusion index may be helpful as early markers of the existence of systemic hemodynamic alterations. Peripheral circulation monitoring techniques are relatively easy to interpret and can be used directly at the patient's bedside. This approach can be quickly applied in the intra- or extra-ICU setting. The objective of this narrative review is to analyze the various existing tissue perfusion markers and to update the evidence that allows guiding hemodynamic support in a more individualized therapy for each patient.


Asunto(s)
Hemodinámica , Microcirculación , Humanos , Niño , Microcirculación/fisiología , Hemodinámica/fisiología , Choque Séptico/terapia , Choque Séptico/fisiopatología , Choque Séptico/diagnóstico , Monitoreo Fisiológico/métodos , Monitorización Hemodinámica/métodos , Enfermedad Aguda , Sepsis/diagnóstico , Sepsis/terapia , Sepsis/fisiopatología , Biomarcadores/sangre
4.
Am J Cardiol ; 223: 123-131, 2024 Jul 15.
Artículo en Inglés | MEDLINE | ID: mdl-38761965

RESUMEN

As the number of patients with congenital heart disease (CHD) continues to increase, the burden of heart failure (HF) in this population requires innovative strategies to individualize management. Given the success of implanted invasive hemodynamic monitoring (IHM) with the CardioMEMSTM HF system in adults with acquired HF, this is often suggested for use in patients with CHD, though published data are limited to case reports and case series. Therefore, this review summarizes the available published reports on the use of IHM in patients with complex CHD, describes novel applications, and highlights future directions for study. In patients with CHD, IHM has been used across the lifespan, from age 3 years to adulthood, with minimal device-related complications reported. IHM uses include (1) prevention of HF hospitalizations; (2) reassessment of hemodynamics after titration of medical therapy without repeated cardiac catheterization; (3) serial monitoring of at-risk patients for pulmonary hypertension to optimize timing of heart transplant referral; (4) and hemodynamic assessment with exercise (5) or after ventricular assist device placement. IHM has the potential to reduce the number of cardiac catheterizations in anatomically complex patients and, in patients with Fontan circulation, IHM pressures may have prognostic implications. In conclusion, though further studies are needed, as patients with CHD age and HF is more prevalent, this tool may assist CHD physicians in caring for this complex patient population.


Asunto(s)
Cardiopatías Congénitas , Monitorización Hemodinámica , Humanos , Cardiopatías Congénitas/fisiopatología , Cardiopatías Congénitas/terapia , Cardiopatías Congénitas/cirugía , Monitorización Hemodinámica/métodos , Hemodinámica/fisiología , Insuficiencia Cardíaca/fisiopatología , Insuficiencia Cardíaca/terapia , Cateterismo Cardíaco/métodos
5.
Adv Sci (Weinh) ; 11(24): e2307718, 2024 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-38647263

RESUMEN

Results from two independent clinical validation studies for measuring hemodynamics at the patient's bedside using a compact finger probe are reported. Technology comprises a barometric pressure sensor, and in one implementation, additionally, an optical sensor for photoplethysmography (PPG) is developed, which can be used to measure blood pressure and analyze rhythm, including the continuous detection of atrial fibrillation. The capabilities of the technology are shown in several form factors, including a miniaturized version resembling a common pulse oximeter to which the technology could be integrated in. Several main results are presented: i) the miniature finger probe meets the accuracy requirements of non-invasive blood pressure instrument validation standard, ii) atrial fibrillation can be detected during the blood pressure measurement and in a continuous recording, iii) a unique comparison between optical and pressure sensing mechanisms is provided, which shows that the origin of both modalities can be explained using a pressure-volume model and that recordings are close to identical between the sensors. The benefits and limitations of both modalities in hemodynamic monitoring are further discussed.


Asunto(s)
Fotopletismografía , Humanos , Fotopletismografía/métodos , Fotopletismografía/instrumentación , Diseño de Equipo , Monitoreo Fisiológico/métodos , Monitoreo Fisiológico/instrumentación , Monitorización Hemodinámica/métodos , Monitorización Hemodinámica/instrumentación , Hemodinámica/fisiología , Determinación de la Presión Sanguínea/métodos , Determinación de la Presión Sanguínea/instrumentación , Sistemas de Atención de Punto , Presión Sanguínea/fisiología , Masculino , Fibrilación Atrial/diagnóstico , Fibrilación Atrial/fisiopatología , Reproducibilidad de los Resultados , Femenino
6.
Adv Sci (Weinh) ; 11(24): e2310022, 2024 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-38647403

RESUMEN

Minimally invasive and non-invasive hemodynamic monitoring technologies have recently gained more attention, driven by technological advances and the inherent risk of complications in invasive techniques. In this article, an experimental non-invasive system is presented that effectively combines the capabilities of spectrometry, photoplethysmography (PPG), and arterial pressure measurement. Both time- and wavelength-resolved optical signals from the fingertip are measured under external pressure, which gradually increased above the level of systolic blood pressure. The optical channels measured at 434-731 nm divided into three groups separated by a group of channels with wavelengths approximately between 590 and 630 nm. This group of channels, labeled transition band, is characterized by abrupt changes resulting from a decrease in the absorption coefficient of whole blood. External pressure levels of maximum pulsation showed that shorter wavelengths (<590 nm) probe superficial low-pressure blood vessels, whereas longer wavelengths (>630 nm) probe high-pressure arteries. The results on perfusion indices and DC component level changes showed clear differences between the optical channels, further highlighting the importance of wavelength selection in optical hemodynamic monitoring systems. Altogether, the results demonstrated that the integrated system presented has the potential to extract new hemodynamic information simultaneously from macrocirculation to microcirculation.


Asunto(s)
Presión Arterial , Fotopletismografía , Fotopletismografía/métodos , Humanos , Presión Arterial/fisiología , Determinación de la Presión Sanguínea/métodos , Determinación de la Presión Sanguínea/instrumentación , Monitorización Hemodinámica/métodos , Monitorización Hemodinámica/instrumentación , Análisis Espectral/métodos , Masculino , Hemodinámica/fisiología , Adulto
7.
Eur J Heart Fail ; 26(5): 1189-1198, 2024 May.
Artículo en Inglés | MEDLINE | ID: mdl-38560762

RESUMEN

AIMS: Remote haemodynamic monitoring with an implantable pulmonary artery (PA) sensor has been shown to reduce heart failure (HF) hospitalizations and improve quality of life. Cost-effectiveness analyses studying the value of remote haemodynamic monitoring in a European healthcare system with a contemporary standard care group are lacking. METHODS AND RESULTS: A Markov model was developed to estimate the cost-effectiveness of PA-guided therapy compared to the standard of care based upon patient-level data of the MONITOR-HF trial performed in the Netherlands in patients with chronic HF (New York Heart Association class III and at least one previous HF hospitalization). Cost-effectiveness was measured as the incremental cost per quality-adjusted life year (QALY) gained from the Dutch societal perspective with a lifetime horizon which encompasses a wide variety of costs including costs of hospitalizations, monitoring time, telephone contacts, laboratory assessments, and drug changes in both treatment groups. In the base-case analysis, PA-guided therapy increased costs compared to standard of care by €12 121. The QALYs per patient for PA-guided therapy and standard of care was 4.07 and 3.481, respectively, reflecting a gain of 0.58 QALYs. The resulting incremental cost-effectiveness ratio was €20 753 per QALY, which is below the Dutch willingness-to-pay threshold of €50 000 per QALY gained for HF. CONCLUSIONS: The current cost-effectiveness study suggests that remote haemodynamic monitoring with PA-guided therapy on top of standard care is likely to be cost-effective for patients with symptomatic moderate-to-severe HF in the Netherlands.


Asunto(s)
Análisis Costo-Beneficio , Insuficiencia Cardíaca , Monitorización Hemodinámica , Arteria Pulmonar , Años de Vida Ajustados por Calidad de Vida , Humanos , Insuficiencia Cardíaca/fisiopatología , Insuficiencia Cardíaca/terapia , Países Bajos , Monitorización Hemodinámica/métodos , Masculino , Femenino , Arteria Pulmonar/fisiopatología , Anciano , Cadenas de Markov , Calidad de Vida , Persona de Mediana Edad , Enfermedad Crónica
8.
J Clin Monit Comput ; 38(3): 565-580, 2024 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-38687416

RESUMEN

During surgery, various haemodynamic variables are monitored and optimised to maintain organ perfusion pressure and oxygen delivery - and to eventually improve outcomes. Important haemodynamic variables that provide an understanding of most pathophysiologic haemodynamic conditions during surgery include heart rate, arterial pressure, central venous pressure, pulse pressure variation/stroke volume variation, stroke volume, and cardiac output. A basic physiologic and pathophysiologic understanding of these haemodynamic variables and the corresponding monitoring methods is essential. We therefore revisit the pathophysiologic rationale for intraoperative monitoring of haemodynamic variables, describe the history, current use, and future technological developments of monitoring methods, and finally briefly summarise the evidence that haemodynamic management can improve patient-centred outcomes.


Asunto(s)
Gasto Cardíaco , Monitorización Hemodinámica , Hemodinámica , Monitoreo Intraoperatorio , Volumen Sistólico , Humanos , Monitoreo Intraoperatorio/métodos , Monitorización Hemodinámica/métodos , Volumen Sistólico/fisiología , Frecuencia Cardíaca/fisiología , Presión Venosa Central , Presión Sanguínea , Procedimientos Quirúrgicos Operativos , Presión Arterial
10.
Scand J Trauma Resusc Emerg Med ; 32(1): 20, 2024 Mar 12.
Artículo en Inglés | MEDLINE | ID: mdl-38475832

RESUMEN

BACKGROUND: Accurate haemodynamic monitoring in the prehospital setting is essential. Non-invasive blood pressure measurement is susceptible to vibration and motion artefact, especially at extremes of hypotension and hypertension: invasive arterial blood pressure (IABP) monitoring is a potential solution. This study describes the largest series to date of cases of IABP monitoring being initiated prehospital. METHODS: This retrospective observational study was conducted at East Anglian Air Ambulance (EAAA), a UK helicopter emergency medical service (HEMS). It included all patients attended by EAAA who underwent arterial catheterisation and initiation of IABP monitoring between 1st February 2015 and 20th April 2023. The following data were retrieved for all patients: sex; age; aetiology (medical cardiac arrest, other medical emergency, trauma); site of arterial cannulation; operator role (doctor/paramedic); time of insertion and, where applicable, times of pre-hospital emergency anaesthesia, and return of spontaneous circulation following cardiac arrest. Descriptive analyses were performed to characterise the sample. RESULTS: 13,556 patients were attended: IABP monitoring was initiated in 1083 (8.0%) cases, with a median age 59 years, of which 70.8% were male. 546 cases were of medical cardiac arrest: in 22.4% of these IABP monitoring was initiated during cardiopulmonary resuscitation. 322 were trauma cases, and the remaining 215 were medical emergencies. The patients were critically unwell: 981 required intubation, of which 789 underwent prehospital emergency anaesthesia; 609 received vasoactive medication. In 424 cases IABP monitoring was instituted en route to hospital. CONCLUSION: This study describes over 1000 cases of prehospital arterial catheterisation and IABP monitoring in a UK HEMS system and has demonstrated feasibility at scale. The high-fidelity of invasive arterial blood pressure monitoring with the additional benefit of arterial blood gas analysis presents an attractive translation of in-hospital critical care to the prehospital setting.


Asunto(s)
Ambulancias Aéreas , Servicios Médicos de Urgencia , Paro Cardíaco , Monitorización Hemodinámica , Humanos , Masculino , Persona de Mediana Edad , Femenino , Presión Sanguínea , Presión Arterial , Estudios Retrospectivos , Enfermedad Crítica , Aeronaves , Reino Unido
11.
J Cardiothorac Vasc Anesth ; 38(5): 1115-1126, 2024 May.
Artículo en Inglés | MEDLINE | ID: mdl-38461034

RESUMEN

OBJECTIVE: Systemic systolic (SAP) and mean (MAP) arterial pressure monitoring is the cornerstone in hemodynamic management of the cardiac surgical patient, and the radial artery is the most common site of catheter placement. The present study compared 3 different arterial line procedures. It is hypothesized that a 20-G 12.7- cm catheter inserted into the radial artery will be equal to a 20-G 12.7- cm angiocath placed in the brachial artery, and superior to a 20-G 5.00 cm angiocath placed in the radial artery. DESIGN: A prospective randomized control study was performed. SETTING: Single academic university hospital. PARTICIPANTS: Adult patients ≥18 years old undergoing nonemergent cardiac surgery using cardiopulmonary bypass (CPB). INTERVENTIONS: After approval by the Rhode Island Hospital institutional review board, a randomized prospective control study to evaluate 3 different peripheral intraarterial catheter systems was performed: (1) Radial Short (RS): 20-G 5- cm catheter; (2) Radial Long (RL): 20-G 12- cm catheter; and (3) Brachial Long (BL): 20-G 12- cm catheter. MEASUREMENTS AND RESULTS: Gradients between central aortic and peripheral catheters (CA-P) were compared and analyzed before CPB and 2 and 10 minutes after separation from CPB. The placement of femoral arterial lines and administration of vasoactive medications were recorded. After exclusions, 67 BL, 61 RL, and 66 RS patients were compared. Before CPB, CA-P SAP and MAP gradients were not significant among the 3 groups. Two minutes after CPB, the CA-P SAP gradient was significant for the RS group (p = 0.005) and insignificant for BL (p = 0.47) and RL (p = 0.39). Two-group analysis revealed that CA-P SAP gradients are similar between BL and RL (p = 0.84), both of which were superior to RS (p = 0.02 and p = 0.04, respectively). At 10 minutes after CPB, the CA-P SAP gradient for RS remained significant (p = 0.004) and similar to the gradient at 2 minutes. The CA-P SAP gradients increased from 2 to 10 minutes for BL (p = 0.13) and RL (p = 0.06). Two minutes after CPB, the CA-P MAP gradients were significant for the BL (p = 0.003), RL (p < 0.0001), and RS (p < 0.0001) groups. Two-group analysis revealed that the CA-P MAP gradients were lower for the BL group compared with the RL (p = 0.054) and RS (p< 0.05) groups. Ten minutes after CPB, the CA-P MAP gradients in the RL and RS groups remained significant (p < 0.0001) and both greater than the BL group (p = 0.002). A femoral arterial line was placed more frequently in the RS group (8/66 = 12.1%) than in the RL group (3/61 = 4.9%) and the BL group (2/67 = 3.0%). Vasopressin was administered significantly more frequently in the RS group. CONCLUSION: Regarding CA-P SAP gradients, the RL group performed equally to the BL group, both being superior to RS. Regarding CA-P MAP gradients, BL was superior to RL and RS. Clinically, femoral line placement and vasopressin administration were fewer for the BL and RL groups when compared with the RS group. This study demonstrated the benefits of a long (12.7 cm) 20- G angiocath placed in the radial artery.


Asunto(s)
Procedimientos Quirúrgicos Cardíacos , Monitorización Hemodinámica , Dispositivos de Acceso Vascular , Adulto , Humanos , Presión Sanguínea , Cánula , Puente Cardiopulmonar , Estudios Prospectivos , Arteria Radial/cirugía , Vasopresinas , Adulto Joven , Persona de Mediana Edad , Anciano , Anciano de 80 o más Años
16.
J Am Coll Cardiol ; 83(6): 682-694, 2024 02 13.
Artículo en Inglés | MEDLINE | ID: mdl-38325994

RESUMEN

BACKGROUND: Trials evaluating implantable hemodynamic monitors to manage patients with heart failure (HF) have shown reductions in HF hospitalizations but not mortality. Prior meta-analyses assessing mortality have been limited in construct because of an absence of patient-level data, short-term follow-up duration, and evaluation across the combined spectrum of ejection fractions. OBJECTIVES: The purpose of this meta-analysis was to determine whether management with implantable hemodynamic monitors reduces mortality in patients with heart failure and reduced ejection fraction (HFrEF) and to confirm the effect of hemodynamic-monitoring guided management on HF hospitalization reduction reported in previous studies. METHODS: The patient-level pooled meta-analysis used 3 randomized studies (GUIDE-HF [Hemodynamic-Guided Management of Heart Failure], CHAMPION [CardioMEMS Heart Sensor Allows Monitoring of Pressure to Improve Outcomes in NYHA Class III Heart Failure Patients], and LAPTOP-HF [Left Atrial Pressure Monitoring to Optimize Heart Failure Therapy]) of implantable hemodynamic monitors (2 measuring pulmonary artery pressures and 1 measuring left atrial pressure) to assess the effect on all-cause mortality and HF hospitalizations. RESULTS: A total of 1,350 patients with HFrEF were included. Hemodynamic-monitoring guided management significantly reduced overall mortality with an HR of 0.75 (95% CI: 0.57-0.99); P = 0.043. HF hospitalizations were significantly reduced with an HR of 0.64 (95% CI: 0.55-0.76); P < 0.0001. CONCLUSIONS: Management of patients with HFrEF using an implantable hemodynamic monitor significantly reduces both mortality and HF hospitalizations. The reduction in HF hospitalizations is seen early in the first year of monitoring and mortality benefits occur after the first year.


Asunto(s)
Insuficiencia Cardíaca , Monitorización Hemodinámica , Disfunción Ventricular Izquierda , Humanos , Volumen Sistólico , Insuficiencia Cardíaca/diagnóstico , Insuficiencia Cardíaca/terapia , Prótesis e Implantes , Hemodinámica , Diuréticos , Hospitalización
17.
J Med Case Rep ; 18(1): 68, 2024 Feb 03.
Artículo en Inglés | MEDLINE | ID: mdl-38308385

RESUMEN

BACKGROUND: Calcium channel blocker poisoning is one of the most lethal cardiac drugs overdoses. Calcium and high-dose insulin infusion are the first-line therapy for symptomatic patients, and Intralipid emulsion infusion is useful for refractory cases. CASE PRESENTATION: In this report, we describe a 17-year-old Iranian girl who took 250 mg of the drug for a suicidal attempt and presented with refractory hypotension and non-cardiogenic pulmonary edema treated successfully with the guidance of invasive hemodynamic parameters. CONCLUSION: For complicated cases, in addition to supportive care and adjuvant therapy such as high-dose insulin and Intralipid, it is mandatory to utilize advanced hemodynamic monitoring to treat hypotension in severe calcium channel blocker poisoning to guide the treatment.


Asunto(s)
Sobredosis de Droga , Monitorización Hemodinámica , Hiperinsulinismo , Hipotensión , Femenino , Humanos , Adolescente , Bloqueadores de los Canales de Calcio , Irán , Insulina/uso terapéutico , Sobredosis de Droga/tratamiento farmacológico , Sobredosis de Droga/complicaciones , Hipotensión/inducido químicamente , Hipotensión/tratamiento farmacológico , Hipotensión/complicaciones , Hiperinsulinismo/tratamiento farmacológico
18.
Comput Methods Programs Biomed ; 247: 108079, 2024 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-38394789

RESUMEN

BACKGROUND AND OBJECTIVE: This study proposes an unsupervised sequence-to-sequence learning approach that automatically assesses the motion-induced reliability degradation of the cardiac volume signal (CVS) in multi-channel electrical impedance-based hemodynamic monitoring. The proposed method attempts to tackle shortcomings in existing learning-based assessment approaches, such as the requirement of manual annotation for motion influence and the lack of explicit mechanisms for realizing motion-induced abnormalities under contextual variations in CVS over time. METHOD: By utilizing long-short term memory and variational auto-encoder structures, an encoder-decoder model is trained not only to self-reproduce an input sequence of the CVS but also to extrapolate the future in a parallel fashion. By doing so, the model can capture contextual knowledge lying in a temporal CVS sequence while being regularized to explore a general relationship over the entire time-series. A motion-influenced CVS of low-quality is detected, based on the residual between the input sequence and its neural representation with a cut-off value determined from the two-sigma rule of thumb over the training set. RESULT: Our experimental observations validated two claims: (i) in the learning environment of label-absence, assessment performance is achievable at a competitive level to the supervised setting, and (ii) the contextual information across a time series of CVS is advantageous for effectively realizing motion-induced unrealistic distortions in signal amplitude and morphology. We also investigated the capability as a pseudo-labeling tool to minimize human-craft annotation by preemptively providing strong candidates for motion-induced anomalies. Empirical evidence has shown that machine-guided annotation can reduce inevitable human-errors during manual assessment while minimizing cumbersome and time-consuming processes. CONCLUSION: The proposed method has a particular significance in the industrial field, where it is unavoidable to gather and utilize a large amount of CVS data to achieve high accuracy and robustness in real-world applications.


Asunto(s)
Monitorización Hemodinámica , Humanos , Impedancia Eléctrica , Reproducibilidad de los Resultados , Aprendizaje , Movimiento (Física)
19.
J Intensive Care Med ; 39(7): 655-664, 2024 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-38173245

RESUMEN

Adequate fluid therapy is crucial for resuscitation after major burns. To adapt this to individual patient demands, standard is adjustment of volume to laboratory parameters and values of enhanced hemodynamic monitoring. To implement calibrated parameters, patients must have reached the intensive care unit (ICU). The aim of this study was, to evaluate the use of an auto-calibrated enhanced hemodynamic monitoring device to improve fluid management before admission to ICU. We used PulsioflexProAqt® (Getinge) during initial treatment and burn shock resuscitation. Analysis was performed regarding time of measurement, volume management, organ dysfunction, and mortality. We conducted a monocentre, prospective cohort study of 20 severely burned patients, >20% total body surface area (TBSA), receiving monitoring immediately after admission. We compared to 57 patients, matched in terms of TBSA, age, sex, and existence of inhalation injury out of a retrospective control group, who received standard care. Hemodynamic measurement with autocalibrated monitoring started significantly earlier: 3.75(2.67-6.0) hours (h) after trauma in the study group versus 13.6(8.1-17.5) h in the control group (P < .001). Study group received less fluid after 6 h: 1.7(1.2-2.2) versus 2.3(1.6-2.8) ml/TBSA%/kg, P = .043 and 12 h: 3.0(2.5-4.0) versus 4.2(3.1-5.0) ml/TBSA%/kg, P = .047. Dosage of norepinephrine was higher after 18 h in the study group: 0.20(0.12-0.3) versus 0.08(0.02-0.18) µg/kg/min, P = .014. The study group showed no adult respiratory distress syndrome versus 21% in the control group, P = .031. There was no difference in other organ failures, organ replacement therapy, and mortality. The use of auto-calibrated enhanced hemodynamic monitoring is a fast and feasible way to guide early fluid therapy after burn trauma. It reduces the time to reach information about patient's volume capacity. Management of fluid application changed to a more restrictive fluid use in the early period of burn shock and led to a reduction of pulmonary complications.


Asunto(s)
Quemaduras , Fluidoterapia , Resucitación , Choque , Humanos , Quemaduras/terapia , Quemaduras/fisiopatología , Masculino , Femenino , Fluidoterapia/métodos , Estudios Prospectivos , Persona de Mediana Edad , Adulto , Choque/terapia , Choque/fisiopatología , Resucitación/métodos , Monitorización Hemodinámica/métodos , Hemodinámica/fisiología , Unidades de Cuidados Intensivos , Anciano , Monitoreo Fisiológico/métodos
20.
Hu Li Za Zhi ; 71(1): 72-80, 2024 Feb.
Artículo en Chino | MEDLINE | ID: mdl-38253855

RESUMEN

BACKGROUND & PROBLEMS: Hemodynamic monitoring is an important part of nursing care in the intensive care unit. Recent advances in medical technology and the diversification of intensive care equipment have increased the variety of instruments used in clinical hemodynamic monitoring. Many nurses who use new hemodynamic monitors are not familiar with instrument care, resulting in patient safety incidents caused by nurses not identifying warnings of hemodynamic data change and notifying doctors to provide treatment. The accuracy of hemodynamic monitoring care in our ward of 74.0% motivated this improvement project. PURPOSE: To improve the accuracy of hemodynamic monitoring care to 98.3%. RESOLUTION: Conduct educational training and plan professional education; establish an audit system to regularly monitor the accuracy of nursing care; provide tips to make the operation manual easier to read and understand; establish mobile learning to make learning immediate and more accessible; hold instrument operation practice sessions to improve nursing staff proficiency; monitor and upload data to the hospital information system. RESULTS: After the improvement project, the accuracy of hemodynamic monitoring care increased to 98.7%. CONCLUSIONS: The impact achieved met expectations, and the improvement project will be extended to other intensive care units in the hospital. Our nurses are now more familiar with the operation methods and the significance of monitoring values and interpretation of data. Also, when a value changes or becomes abnormal, they immediately notify the doctor for further evaluation and interventions to improve patient safety.


Asunto(s)
Monitorización Hemodinámica , Humanos , Cuidados Críticos , Hospitales , Unidades de Cuidados Intensivos , Aprendizaje
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