Pihlalvarado1487
The recently developed deep learning (DL)-based early warning score (DEWS) has shown potential in predicting deteriorating patients. We aimed to validate DEWS in multiple centres and compare the prediction, alarming and timeliness performance with the modified early warning score (MEWS) to identify patients at risk for in-hospital cardiac arrest (IHCA).
This retrospective cohort study included adult patients admitted to the general wards of five hospitals during a 12-month period. The occurrence of IHCA within 24 h of vital sign observation was the outcome of interest. We assessed the discrimination using the area under the receiver operating characteristic curve (AUROC).
The study population consists of 173,368 patients (224 IHCAs). The predictive performance of DEWS was superior to that of MEWS in both the internal (AUROC 0.860 vs. 0.754, respectively) and external (AUROC 0.905 vs. 0.785, respectively) validation cohorts. At the same specificity, DEWS had a higher sensitivity than MEWS, and at the same sensitivity, DEWS reduced the mean alarm count by nearly half of MEWS. Adavosertib Additionally, DEWS was able to predict more IHCA patients in the 24-0.5 h before the outcome, and DEWS was reasonably calibrated.
Our study showed that DEWS was superior to MEWS in three key aspects (IHCA predictive, alarming, and timeliness performance). This study demonstrates the potential of DEWS as an effective, efficient screening tool in rapid response systems (RRSs) to identify high-risk patients.
Our study showed that DEWS was superior to MEWS in three key aspects (IHCA predictive, alarming, and timeliness performance). This study demonstrates the potential of DEWS as an effective, efficient screening tool in rapid response systems (RRSs) to identify high-risk patients.
Respiratory critical care guidelines suggest heating the air/oxygen mixture but do not recommend a specific temperature target. We aimed to clarify if the inspired gas temperature influences lung mechanics and gas exchange in intubated patients treated with whole body hypothermia (WBH) or normothermia (NT).
Prospective cohort study enrolling neonates ventilated for perinatal asphyxia resuscitation (no lung disease) or acute hypoxemic respiratory failure. Patients were divided between those ventilated in NT or WBH. Compliance (C
), airway resistances (R
), oxygenation index (OI), PaO
/FiO
, A-a gradient, a/A ratio, estimated alveolar dead space (VD
), ventilatory index (VI) and CO
production (VCO
) were registered at the study beginning (inspired gas at 37°C). Then, gas temperature was decreased (32 °C) and variables were recorded again after 1 and 3 h. Data were analysed with univariate and multivariate repeated measures-ANOVA.
C
, R
, OI, PaO
/FiO
, A-a gradient, a/A ratio, VD
, VI and V
erature during WBH they may inform future respiratory critical care guidelines.
The case volume effects of ambulance stations on the survival of out-of-hospital cardiac arrest (OHCA) patients are uncertain. This study was conducted to evaluate the association between the case volume of ambulance stations and clinical outcomes in OHCAs by the number of emergency medical services (EMS) providers at the scene.
Adult cardiac EMS-treated OHCAs between 2015 and 2018 were enrolled. The main exposure was the annual OHCA case volumes of 204 ambulance stations in Korea, which were categorized into three groups; low-volume (<100), moderate-volume (100-159) and high-volume (≥160). The primary and secondary outcomes were good neurological recovery and survival to discharge. Multilevel multivariable logistic regression analysis was conducted to calculate adjusted odds ratios (AORs). Interaction analysis between the number of EMS providers at the scene and the exposure variable was performed.
A total of 92,534 patients were enrolled. OHCAs in the low-volume group tended to be arrest in a public place or a non-metropolitan area, less prehospital administration of an advanced airway and intravenous management. Significant differences were found the main analysis AORs (95% CIs) compared to the low-volume group were 1.15 (1.03-1.29) and 1.14 (1.03-1.27) in the high-volume and moderate-volume groups for good neurological recovery and 1.19 (1.07-1.33) and 1.14 (1.04-1.25) in the high-volume and moderate-volume groups for survival to discharge. Significant interaction effects between the number of EMS providers at the scene and case volume on clinical outcomes were found.
OHCA case volumes of ambulance stations are associated with clinical outcomes after cardiac arrest.
OHCA case volumes of ambulance stations are associated with clinical outcomes after cardiac arrest.The Resuscitation Council UK has updated its Guideline for healthcare providers on the Emergency treatment of anaphylaxis. As part of this process, an evidence review was undertaken by the Guideline Working Group, using an internationally-accepted approach for adoption, adaptation, and de novo guideline development based on the Grading of Recommendations Assessment, Development and Evaluation (GRADE) evidence to decision (EtD) framework, referred to as GRADE-ADOLOPMENT. A number of significant changes have been made, which will be reflected in the updated Guideline. These include emphasis on repeating intramuscular adrenaline doses after 5 min if symptoms of anaphylaxis do not resolve; corticosteroids (e.g. hydrocortisone) no longer being routinely recommended for the emergency treatment of anaphylaxis; interventions for reactions which are refractory to initial treatment with adrenaline; a recommendation against the use of antihistamines for the acute management of anaphylaxis; and guidance relating to the duration of observation following anaphylaxis, and timing of discharge.
Nail Fold capillaroscopy (NFC) is used to evaluate microvascular changes in the horizontally lying capillaries in the proximal nail fold. Arterial hypertension affects the microvascular beds producing structural changes. Our objective was to evaluate qualitative and quantitative NFC changes in newly diagnosed hypertensives as compared to age and sex matched normotensive controls and to determine association, if any, with microvascular changes visualized on fundoscopy.
This observational, analytical study involved 41 newly diagnosed hypertensives (18-60years) with 41 normotensive age and sex matched normotensive controls. The mean capillary density (MCD) and morphological changes were assessed for all, while fundoscopy was done for study group participants. The collected data was statistically analyzed.
The MCD in newly diagnosed hypertensives (5.21±0.90 capillaries/mm) was significantly lower than normotensive controls (6.50±0.65 capillaries/mm) (p<0.001) in our study. Qualitative morphologic changes were more common in hypertensive patients including meandering capillaries, capillary dilation, avascular areas, bushy capillaries, and microhemorrhages (p value <0.
