Prehospital Assessment Research Articles

The incidence and outcomes of hyperacute cardiovascular dysfunction following isolated traumatic brain injury: an observational cohort study.

The relationship between early cardiovascular dysfunction (CVD) in isolated traumatic brain injury (iTBI) and outcome has not been fully described. We aimed to (1) determine the prevalence and phenotype of CVD after iTBI in the hyper-acute phase and (2) compare treatment and outcomes in those with CVD vs non-CVD. An observational cohort database study of severe iTBI patients (Head AIS 3+) at a level 1 trauma centre (2008-2019) and physician-led air ambulance service (2019-2020). CV dysfunction was defined as tachycardia or bradycardia, with hypotension. Physiology, laboratory results, 24-hour transfusion, and computer-topography (CT) findings were recorded. Outcomes were 28-day mortality and Glasgow Outcome Score (GOS). A total of 168 patients met inclusion criteria, average age 46years (IQR 30-61), 77% male, median ISS 25 (IQR 17-29) with 51% Head AIS 5. Time from injury to pre-hospital assessment was 31minutes (IQR 20-42) with 20% demonstrating CVD on initial observations. The CVD group were more shocked (lactate 6.1 (1.7-10.9) vs. 2.4 (1.4-3.3), P <0.001) and coagulopathic (43% vs. 15%, P =0.001). There was no difference in Head AIS or CT findings between groups, except frequency of hypoxic ischemic encephalopathy (HIE) (CVD: 21% vs. non-CVD: 1%, P <0.001). A 24-hour transfusion was higher in CVD patients: 3 (0-8) vs. 0 (0-0) units, P <0.001. Mortality was greater in CVD vs non-CVD iTBI (61% vs. 31%, P =0.002), but in patients with AIS 5, there was no difference (P =0.262). One-third of CVD survivors (13/33) were discharged home, and 4/18 patients with recorded GOS had good neurological outcome. One in five patients with severe iTBI develop early CVD, associated with increased mortality, coagulopathy, and HIE. However, mortality and neurological outcome is highly variable in those with CVD across the iTBI severity spectrum. Further research is needed to define the pathophysiology and optimal treatment to improve outcomes for this subgroup of iTBI.

Significant room for improvement in the prehospital assessment and treatment of acute abdominal pain: a retrospective observational study

BackgroundAcute abdominal pain (AAP) is a common reason for calling emergency medical services (EMS). Despite the widely acknowledged importance of effective prehospital pain management, described by patients as crucial regardless of any other factor, studies on prehospital pain management in AAP patients are limited and suggest room for improvement. This is particularly relevant given the long-standing controversy surrounding the use of analgesia in AAP patients before a final diagnosis is made, which may still influence the prehospital pain management.MethodsA retrospective cohort study of pain management in EMS patients with AAP in a central Swedish region. The region had a population density of 15.7 inhabitants per square kilometer spread over a mix of small urban and rural settings. Patient records were manually reviewed and scanned for written assessments or numeric ratings of pain. The analysis focused on proportions of assessment, treatment and reassessment of pain as well as median pain intensity, pain reduction and proportion of patients with a low last recording of pain.Results816 patients were included. Pain was assessed in 55% (n = 447) of all cases. The median initial pain intensity was eight units (IQR 6.0–9.0) on the Numerical Rating Scale (NRS), and 90% (n = 403) of the assessed patients experienced moderate or severe pain. Of those, 62% (n = 249) received pharmacological treatment. In 50% (n = 158) of all cases receiving treatment, pain was reassessed afterwards. The median pain reduction was four units (IQR 2.0–5.0) on the NRS scale. Among all cases, 10% (n = 84) had a last recorded pain assessment indicating low pain.ConclusionsSignificant room for improvement in the prehospital management of acute abdominal pain was found. The proportions of pain assessment, treatment and reassessment were low with nine out of ten patients leaving prehospital care with unknown, moderate or severe pain. Among the cases where pain assessment, treatment and reassessment were made and recorded, four out of five patients experienced significant pain relief, indicating the potential of better prehospital pain management.

Comparison of prehospital stroke assessment scales for acute ischemic stroke with large vessel occlusion within six hours of onset: A single-center study in Eastern Taiwan

ABSTRACT Objectives: In Taiwan, acute ischemic stroke (AIS) with large vessel occlusion (LVO) remains a significant health concern. Reperfusion therapy is more effective if the patient arrives at the medical center within the early time window, emphasizing the importance of prehospital stroke assessment to identify LVO and rapid transfer. This study focused on Eastern Taiwan, where the Hualien Tzu Chi Hospital is the sole comprehensive stroke center. We compared different prehospital stroke assessment scales in identifying LVO. Materials and Methods: We reviewed 598 patients with acute stroke admitted to our hospital’s emergency department between April 1, 2021, and March 31, 2022. Of these, 110 AIS cases presenting within 6 h of symptom onset were retrospectively analyzed using the medical records and National Institute of Health Stroke Scale (NIHSS) scores to evaluate the efficacies of prehospital stroke scales, including our institution’s Tzu Chi Stroke Severity Scale and its modified version. LVO was defined as occlusion of the anterior cerebral artery, middle cerebral artery, and its main branches, intracranial carotid arteries, and vertebrobasilar arteries. Results: Among 110 patients, 39.1% had LVO, which showed a higher mortality rate and prevalence of atrial fibrillation. LVO had higher NIHSS scores and longer hospital stays. The Vision Aphasia Neglect (VAN) Scale and Modified Tzu Chi Stroke Severity Scale showed the highest sensitivity, with the latter also exhibiting the highest sensitivity for posterior circulation LVO. Conclusion: The VAN and the modified Tzu Chi Stroke Severity Scale offer comparable sensitivity for detecting LVO in the prehospital setting. Our study supports the adoption of the modified Tzu Chi scale in the regional emergency medical service transfer algorithm for LVO detection for timely intervention.

Abstract 4120657: A Personal Risk Assessment Device in Patients with Chest Pain

Introduction: Early prehospital chest pain assessment improves acute coronary syndrome (ACS) outcomes and can reduce unnecessary Emergency Room (ER) visits but requires medical personnel and electrocardiographic (ECG) equipment. Objective: To evaluate the feasibility of a personal credit-card sized chest pain self-assessment device (HeartBeam, Santa Clara, CA, USA) in diagnosing ACS. Methods: ACS risk was estimated by serial likelihood ratio analysis of 3 components: pre-existing coronary heart disease (CHD) risk (pre-calculated based on pooled ASCVD equation), chest pain characteristics (interactive proprietary questionnaire), and integrated near-orthogonal 3-lead self-recorded vectorcardiogram (VCG) with optional comparison to baseline using portable handheld HeartBeam recorder. Final ACS risk was graded High/Intermediate/Low by the cloud-based proprietary algorithm. High risk was considered positive for ACS. Results: 184 ER patients with chest pain (Age 57 +/- 7years, 90 Male, 43 (23%) ACS) comprised learning (n=96) and test (n=88) sets. ACS sensitivity was 28/28 (100%) in learning and 15/16 (94%) in test set with specificity of 43% and 42% respectively. In the subset of patients with pain-free portable VCG recorded 9 months later used as a “reverse baseline” (n=110) sensitivity was 17/17 (100%) and 11/12 (92%), specificity 54% and 58% in learning and test set, respectively (p&gt;0.1 with no baseline). Single patient missed by the analysis had known coronary disease with usual anginal episode resulting in minor troponin leak. In “reverse baseline” analysis 41/110 (37%) patients were classified as Low risk compared to 18/184 (10%) without baseline (p&lt;0.001), all negative for ACS. Based on the analysis of CHD risk factors, chest pain characteristics, and 12-lead ECG, a consensus of 3-member ER chest pain unit physicians panel had sensitivity/specificity of 94/54% for the whole and 93/48% for the “reverse baseline” groups (p&gt;0.1 with HeartBeam device). Conclusion: HeartBeam chest pain self-assessment device provides accurate ACS detection comparable to expert ER physicians using 12 lead ECG. The presence of baseline recording reduces the number of false positive results. If confirmed in larger studies, it can be used to facilitate outpatient chest pain assessment and triage by remote physicians and patients themselves.

Timely empirical antibiotic therapy against sepsis in a rural Norwegian ambulance service: a prospective cohort study

BackgroundEarly diagnosis and antibiotic therapy in patients with sepsis reduce morbidity and mortality, thus pre-hospital management is likely to affect patient outcomes. Pre-hospital administration may increase the risk of unnecessary use of broad-spectrum antibiotics, but identification of an infectious focus enables more targeted antibiotic therapy. The aim of this study was to investigate how paramedics, with or without the assistance of general practitioners, can administer empiric intravenous antibiotic treatment against sepsis in a timely manner.MethodsCohort study of patients with suspected sepsis that received pre-hospital intravenous antibiotics and were transported to hospital. The setting was mainly rural with long average distance to hospital. Patients received targeted antibiotic treatment after an assessment based on clinical work-up supported by scoring systems. Patients were prospectively included from May 2018 to August 2022. Results are presented as median or absolute values, and chi-square tests were used to compare categorical data.ResultsWe included 328 patients. Median age was 76 years (IQR 64, 83) and 48.5% of patients were female. 30-days all-cause mortality was 10.4%. In cases where a suspected infectious focus was determined, the hospital discharge papers confirmed the pre-hospital diagnosis focus in 195 cases (79.3%). The presence of a general practitioner during the pre-hospital assessment increased the rate of correctly identified infectious focus from 72.6% to 86.1% (p = 0.009). Concordance between pre-hospital identification of a tentative focus and discharge diagnosis was highest for lower respiratory tract (p = 0.02) and urinary tract infections (p = 0.03). Antibiotic treatment was initiated 44 min (median) after arrival of ambulance, and median transportation time to hospital was 69 min. Antibiotic therapy was started 76 min (median) before arrival at hospital.ConclusionsPre-hospital identification of infectious focus in suspected sepsis was feasible, and collaboration with primary care physicians increased level of diagnostic accuracy. This allowed initiation of intravenous focus-directed antibiotics more than one hour before arrival in hospital in a rural setting. The effect of pre-hospital therapy on timing was much stronger than in previous studies from more urban areas.

A new prehospital cardiac risk assessment index derived from vital signs by first contact emergency medical service, including prehospital oxygen saturation, for accurate prehospital triage of acute m

Abstract Background: Rapid and accurate triage is essential to improve the prognosis of patients with severe acute myocardial infarction (AMI). However, prehospital triage using vital signs, including prehospital oxygen saturation (SpO2), by first medical contact has not been evaluated. Purpose: The purpose of this study was to develop a new risk stratification index for AMI using vital signs including SpO2 for rapid and accurate prehospital triage. Methods: From January 2013 to June 2022, 3006 AMI patients who were directly transported by ambulance were enrolled from the Mie ACS registry. Based on observed risk relationships in 3,006 AMI patients, we developed and evaluated a prehospital cardiac risk assessment index (P-CRAI) using age, heart rate, and systolic blood pressure (SBP) and SpO2 to predict 30-day mortality: (heart rate×[age/10]2)/SBP＋1.1(100-SpO2). We also analyzed whether P-CRAI predicted the need for mechanical circulatory support (MCS) or ventilator use. Results: In the receiver operating characteristic (ROC) curve analysis, P-CRAI 38.1 has a sensitivity of 84.4%, specificity of 72.7%, and accuracy of 84.3% for predicting 30-day mortality, and P-CRAI was a strong predictor of 30-day mortality compared with the other indices and variables (Figure 1A). When divided into two groups with P-CRAI 38, Kaplan-Meier survival curves showed significant differences in 30-day survival between the high and low groups (83.7% vs. 98.7%, P&amp;lt;0.001, Figure 1B). P-CRAI≥38 was the strongest independent predictor of 30-day mortality with a hazard ratio of 7.64 compared to the other factors by multivariate Cox regression analysis. The spline curve of 30-day mortality by P-CRAI shows a correlation with prognosis (Figure 2A). In this study, we then used the bootstrap method to generate a calibration curve and validate P-CRAI. The results showed an excellent fit and that P-CRAI accurately estimated patient prognosis (Figure 2B). In addition, P-CRAI was a robust predictor of the very early events of death at 24 hours and MCS or ventilator use by ROC curve analysis. (c-statistic 0.835 and 0.726, respectively, P&amp;lt;0.01). Conclusion: The P-CRAI was found to be a useful tool for prehospital triage of AMI patients, accurately predicting 30-day mortality and the need for MCS.Figure 1.Figure 2.

Predicting ECGs masquerading AS STEMI with machine learning

Abstract Background Advancements in the management of ST elevation myocardial infarction (STEMI) in the last 15 years include early STEMI identification in the prehospital setting leading to expedited cardiac catheterisation laboratory (CCL) activation or fibrinolytic therapy. We have previously reported of patients who met the Glasgow algorithm (GA) ECG criteria for STEMI; 50% did not actually have an acute STEMI according to the 4th universal definition of MI (4UDMI)1. Identifying such patients could avoid unnecessary emergency CCL activations or inappropriate fibrinolytic administration. Methods From June 2010 to October 2021, we identified 2992 patients with ECG transmissions to Liverpool Hospital, Sydney Australia which met GA criteria for STEMI. These were adjudicated according to the 4UDMI for true-positive STEMI. We used univariate and multivariate logistic regression to identify likely patient characteristics that were predictive of true-positive STEMI. We then improved model performance using receiver-operator curve (ROC) with simple random forest machine learning algorithms. Results Among 2994 patients with prehospital ECG transmissions that met GA-criteria, 1553 (51%) were adjudicated as true-positive STEMI, which is comparable to previous findings1. All standard modifiable and non-modifiable risk factors were independently predictive of true-positive STEMI; however, in multivariate logistic regression gender, hypertension and diabetes lost significance. Dyslipidemia and current smoking were positively predictive of true-positive STEMI status (OR = 1.64 and 1.32 respectively), whereas age and previous MI were negatively associated (OR = 0.98 (per year increment) and 0.4). Using these identified predictors in a random forest to predict true-positive STEMI yielded an AUC of 0.65 (Figure 1). Conclusion Specific clarification of dyslipidaemia and current smoking status at first medical contact may be the most salient in predicting a true-positive STEMI during prehospital assessment which may assist in avoiding unnecessary emergency CCL activation or inappropriate fibrinolytic administration.ROC of ST elevation STEMI recognition

Helicopter Emergency Medical Services (HEMS) Transportation Utilization for Acute Ischemic Strokes at a Community-Based Hospital in South Florida

Background: A comprehensive stroke center (CSC) servicing remote areas in South Florida became HEMS direct-from-field capable on October 15, 2020. This analysis reviews the utilization of this service and compares it to ground EMS (GEMS). Methods: This is a retrospective cohort study from October 15, 2020, to July 31, 2021, that collected HEMS adult stroke alert data and compared it to the prior year's summary GEMS stroke alert data. Using HEMS transportation logs, presenting stroke symptoms and prehospital assessment were abstracted, in addition to initial NIHSS, downgrade rate, stroke diagnosis percentage, treatment rate, and times. Results: The analysis included a total of 52 direct transport HEMS stroke alerts. Assessment tools utilized by HEMS included the Cincinnati stroke scale (4%) and the FAST-ED (37%); most cases (59%) did not document a stroke assessment tool. The median NIHSS was 10, with 37% presenting a score &lt;6. Cases were downgraded upon arrival in 27% and after CT imaging in 15% of cases. Significantly (p&lt;.001), more HEMS cases were diagnosed as stroke (69%) compared to GEMS (57%). Stroke treatment rates remained similar (HEMS=23%; GEMS=24%). Median door-to-needle times were significantly faster for HEMS (15 min) than GEMS (25 min) (p&lt;.05). Median door-to-puncture times were clinically faster for HEMS (61mins) than GEMS (66 mins). Conclusion: Prehospital triage could be improved to better detect the 77% of patients who are not eligible for acute stroke reperfusion treatments and may benefit from ground as opposed to air transportation. The current HEMS triage, although not consistently documented, appropriately selects stroke victims, but not necessarily those who need air transport to a higher care level. Patients arriving via HEMS receive similar access to stroke treatment and, if treated, significantly faster treatment times.

Prehospital emergency health literacy assessment of patients in primary healthcare service

ABSTRACT The present study aims to develop a measurement tool to determine the level of health literacy (HL) of individuals applying to Primary Healthcare Service (PHS) regarding the use of emergency health services and to evaluate the study group in terms of Prehospital Emergency Health Literacy (PHEHL). The first stage of the study was carried out on individuals over 18 years of age who applied to 604 PHS to develop Prehospital Emergency Health Literacy Scale (PHEHLS) and Emergency Call Scale (ECS). In the second stage, PHEHLS and ECS were administered to 1255 individuals. The level of PHEHL was above the mean in 67.7% of the study group. The predictors of PHEHL score increase were found to include persons aged between 18-24 years, having a university degree or higher, being unmarried, having a moderate family income, having good health status, having health insurance, and calling the emergency call center for appropriate reasons according to ECS. The PHEHLS is a reliable and valid scale regarding the determination of the level of HL in this subject. Only one in four people in the study group called the helpline for an appropriate reason.

External validation of the preHEART score and comparison with current clinical risk scores for prehospital risk assessment in patients with suspected NSTE-ACS

BackgroundEmergency Medical Services (EMS) studies have shown that prehospital risk stratification and triage decisions in patients with suspected non-ST-elevation acute coronary syndrome (NSTE-ACS) can be improved using clinical risk scores...

Acquisition of Prehospital Stroke Severity Scale is associated with shorter door-to-puncture times in patients with prehospital notifications transported directly to a thrombectomy center

BackgroundWe sought to identify systemic factors influencing door-to-puncture times (DTP) among patients with pre-arrival notifications presenting directly to a comprehensive stroke center (CSC) and undergoing emergent mechanical thrombectomy (MT).MethodsIn this...

Prehospital neurological emergencies– a survey on the state of prehospital neurological assessment by emergency medical professionals

BackgroundNeurological emergencies are one of the major diagnosis groups in the Emergency Medical Services (EMS) with the highest rate of misdiagnosis. Despite the knowledge of time sensitivity and the importance of prehospital factors, prehospital delay is common. Although several stroke triage scales have been developed, a gold standard in the prehospital setting is lacking.ObjectivesOur aim was to evaluate the perception of neurological emergencies by EMS personnel and to identify current problems, difficulties and opportunities for improvement in the prehospital management of stroke, seizure, non-specific neurological symptoms, and paediatric neurological emergencies.MethodsThe study was conducted as an online survey through SoSci Survey and was made available from March 1st to June 30th 2023 to all personnel working in emergency medical services. The access link was distributed through snowballing, social media, and through a QR code on a promotional poster. The survey was completed anonymously. The final survey consisted of 30 questions in German on the topics of neurological emergencies, general neurological assessment, specific neurological examination including paediatric assessment, stroke, and seizures, and finally suggestions for improvement.ResultsThe largest group of participants were paramedics, who estimated to encounter neurological emergencies at a general rate of 20–60%. When unease was felt, the main reasons were ambiguity of symptoms and insufficient admission capacity of hospitals. The biggest challenges were highly varied. Almost 80% of participants assumed that the neurological assessment would be omitted in difficult patient groups such as demented, intoxicated or children. 75% felt uncomfortable making a paediatric assessment, 50% were unfamiliar with the Paediatric Glasgow Coma Scale.ConclusionsSupport through more standardized practical training and defined, uniform guidelines is needed. There was also a clear need for peer collaboration, feedback and case sharing. Digitalization, the usage of telemedicine and updated versions of the documentation protocols including paediatric adaptations to current guidelines could further improve current neurological assessment in the prehospital setting.

Acil servis tanıları ile paramediklerin ilk değerlendirme tanılarının karşılaştırılması.

This study aims to evaluate the accuracy and quality of prehospital assessments and preliminary diagnoses made by Emergency Medical Services (EMS) providers compared to the final diagnoses given by Emergency Department physicians in a metropolitan area. This retrospective observational study utilized records from the Yenimahalle EMS Command Center in Ankara, Türkiye, from January 1, 2021, to December 31, 2022. Data were recorded as cases rather than individual patients, with repeated EMS admissions counted separately. Cases were categorized by EMS call time, reasons for EMS requests, age, gender, nationality, and weekday of hospital arrival to assess socioeconomic impacts and congestion patterns. The study included 2.528 pediatric cases, excluding patients aged 18 and older, those who refused EMS transfer, and cases resolved at the scene. Data analysis was conducted using IBM SPSS 27.0, with statistical significance set at p<0.05. The study included 2.528 cases. The data revealed that EMS providers had an average of 9.9±4.7 years of experience. In 1.839 cases (72.7%), the EMS provider was female, and in 689 cases (27.3%), the EMS provider was male. Patients had an average age of 9.2±5.8 years, with 1.173 (46.4%) being female and 1.355 (53.6%) being male. Preliminary diagnosis accuracy was higher in cases involving younger and male patients. Additionally, a lower preliminary diagnosis accuracy rate was observed during office hours (08: 00-15: 59) compared to non-office hours (16: 00-23: 59). The majority of EMS calls were for medical reasons (1,783 cases, 70.5%), followed by trauma-related calls (745 cases, 29.5%). This study highlights the need for improved on-field training for EMS providers to enhance the accuracy and quality of prehospital assessments and preliminary diagnoses. The findings suggest that younger and male patients have higher preliminary diagnosis accuracy rates, and there is a noticeable decrease in accuracy during office hours, indicating potential areas for targeted training and protocol adjustments.

Pediatric trauma patients in Swedish ambulance services -a retrospective observational study of assessments, interventions, and clinical outcomes

BackgroundPediatric trauma patients constitute a significant portion of the trauma population treated by Swedish Emergency Medical Services (EMS), and trauma remains a notable cause of death among Swedish children. Previous research has identified potential challenges in prehospital assessments and interventions for pediatric patients. In Sweden, there is limited information available regarding pediatric trauma patients in the EMS. The aim of this study was to investigate the prevalence of pediatric trauma patients within the Swedish EMS and describe the prehospital assessments, interventions, and clinical outcomes.MethodsThis retrospective observational study was conducted in a region of Southwestern Sweden. A random sample from ambulance and hospital records from the year 2019 was selected. Inclusion criteria were children aged 0–16 years who were involved in trauma and assessed by EMS clinicians.ResultsA total of 440 children were included in the study, representing 8.4% of the overall trauma cases. The median age was 9 years (IQR 3–12), and 60.5% were male. The leading causes of injury were low (34.8%) and high energy falls (21%), followed by traffic accidents. The children were assessed as severely injured in 4.5% of cases. A quarter of the children remained at the scene after assessment. Complete vital signs were assessed in 29.3% of children, and 81.8% of children were assessed according to the ABCDE structure. The most common intervention performed by prehospital professionals was the administration of medication. The mortality rate was 0.2%.ConclusionsPediatric trauma cases accounted for 8.4% of the overall trauma population with a variations in injury mechanisms and types. Vital sign assessments were incomplete for a significant proportion of children. The adherence to the ABCDE structure, however, was higher. The children remained at the scene after assessment requires further investigation for patient safety.

Prehospital neurologic assessment using mobile phones: Comparison between neurologists and emergency physicians

BackgroundAmbulance-based telestroke may be a promising solution to improving stroke care. We assessed the technical feasibility and reliability of prehospital evaluations using commercial mobile phones with fifth-generation wireless communication technology. MethodsSix standardized patients portrayed scripted stroke scenarios during ambulance transport in an urban city and were remotely evaluated by independent raters using tablets (three neurologists and three emergency physicians) in a hospital, assisted by paramedics (trained in National Institute of Health Stroke Scale [NIHSS] assessment) in the ambulance; commercial cellular networks were utilized for videoconferencing transmission. The primary outcomes were mean difference (MD) and correlation of NIHSS scores between the face-to-face and remote assessments. We also examined the Bland-Altman plot for itemized NIHSS components, and Kaplan–Meier curves were used to compare the differences in the duration of the two evaluations between neurologists and emergency physicians. ResultsWe conducted 32 ambulance runs and successfully completed all NIHSS examinations. No significant difference was found between the face-to-face and remote evaluations (MD, 0.782; 95% confidence interval [CI], −0.520–0.395). The correlation of NIHSS scores between the two methods was 0.994 (95% CI, 0.945–1.026), and three items exhibited the highest frequency of runs, with score differences between the two methods. There were no significant differences between neurologists and emergency physicians in the mean evaluation duration and NIHSS scores for the two methods. ConclusionPrehospital evaluation using commercial mobile phones with fifth-generation wireless communication technology is feasible and reliable during ambulance transport in urban areas. Emergency physicians and neurologists performed similarly in stroke evaluations.

Video support for prehospital stroke consultation: implications for system design and clinical implementation from prehospital simulations

BackgroundVideo consultations between hospital-based neurologists and Emergency Medical Services (EMS) have potential to increase precision of decisions regarding stroke patient assessment, management and transport. In this study we explored the use of real-time video streaming for neurologist–EMS consultation from the ambulance, using highly realistic full-scale prehospital simulations including role-play between on-scene EMS teams, simulated patients (actors), and neurologists specialized in stroke and reperfusion located at the remote regional stroke center.MethodsVideo streams from three angles were used for collaborative assessment of stroke using the National Institutes of Health Stroke Scale (NIHSS) to assess symptoms affecting patient’s legs, arms, language, and facial expressions. The aim of the assessment was to determine appropriate management and transport destination based on the combination of geographical location and severity of stroke symptoms. Two realistic patient scenarios were created, with severe and moderate stroke symptoms, respectively. Each scenario was simulated using a neurologist acting as stroke patient and an ambulance team performing patient assessment. Four ambulance teams with two nurses each all performed both scenarios, for a total of eight cases. All scenarios were video recorded using handheld and fixed cameras. The audio from the video consultations was transcribed. Each team participated in a semi-structured interview, and neurologists and actors were also interviewed. Interviews were audio recorded and transcribed.ResultsAnalysis of video-recordings and post-interviews (n = 7) show a more thorough prehospital patient assessment, but longer total on-scene time, compared to a baseline scenario not using video consultation. Both ambulance nurses and neurologists deem that video consultation has potential to provide improved precision of assessment of stroke patients. Interviews verify the system design effectiveness and suggest minor modifications.ConclusionsThe results indicate potential patient benefit based on a more effective assessment of the patient’s condition, which could lead to increased precision in decisions and more patients receiving optimal care. The findings outline requirements for pilot implementation and future clinical tests.

Stroke 5.0: A Technology Ecosystem to Support Acute Stroke Integrated Clinical Management.

Stroke remains a significant global health burden, with substantial costs and morbidity associated with its occurrence. To address this challenge, STROKE 5.0 proposes a comprehensive approach to stroke care management, integrating advanced digital technologies and clinical expertise. This paper presents the rationale, design, and potential impact of the STROKE 5.0 platform, which aims to optimize stroke care delivery from pre-hospital assessment through acute hospitalization. The platform facilitates early symptom recognition, efficient emergency response, and streamlined hospital management through intelligent decision support systems. By leveraging predictive analytics and personalized care pathways, STROKE 5.0 seeks to enhance clinical outcomes while providing a platform capable of optimizing the efficiency of service delivery. This innovative model represents a proactive shift towards evidence-based, patient-centered stroke care, with implications for healthcare quality improvement and resource allocation in the digital health domain.

MAMAF-Net: Motion-aware and multi-attention fusion network for stroke diagnosis

Stroke is a major cause of mortality and disability worldwide from which one in four people are in danger of incurring in their lifetime. The pre-hospital stroke assessment plays a vital role in identifying stroke patients accurately to accelerate further examination and treatment in hospitals. Accordingly, the National Institutes of Health Stroke Scale (NIHSS), Cincinnati Pre-hospital Stroke Scale (CPSS) and Face Arm Speed Time (F.A.S.T.) are globally known tests for stroke assessment. However, the validity of these tests is skeptical in the absence of neurologists and access to healthcare may be limited. Therefore, in this study, we propose a motion-aware and multi-attention fusion network (MAMAF-Net) that can detect stroke from multiple examination videos. Contrary to other studies on stroke detection from video analysis, our study for the first time collected a dataset encapsulating transient ischemic attack (TIA), stroke, and healthy controls, and proposes an end-to-end solution using multiple video recordings of each subject. The proposed MAMAF-Net consists of motion-aware modules to sense the mobility of patients, attention modules to fuse the multi-input video data, and 3D convolutional layers to perform diagnosis from the attention-based extracted features. Experimental results over the collected Stroke-data dataset show that the proposed MAMAF-Net achieves a successful detection of stroke with the highest levels of 93.62% sensitivity, 91.19% F1-Score, and 0.7472 Kappa measure in addition to 3.92% increase in the AUC score compared to state-of-the-art deep learning models.

Tele-ICU Management of a Trauma Patient at a Peripheral Center

Methods: A 23-year-old male was admitted to a peripheral center following a fall from a tractor. Examination at admission revealed a conscious, stable patient with significant chest pain. The tele-ICU (intensive care unit) was called, and when they received the patient, he was stabilized and managed immediately. The tele-ICU connection was provided through the Command Center in Apollo Hospitals, Jubilee Hills, Hyderabad, India, which is connected to multiple spoke locations at peripheral centers using audio-visual aids. An intensivist is available 24 h daily to provide critical care services to the peripheral centers through audio-visual aids. The tele-ICU connection is provided to the peripheral centers through commercial audio-visual and bedside data transfer devices. The tele-ICU team supervised the primary survey remotely via a central monitor, viewing the patient’s vitals along with the audio/video calling capabilities of the cameras as a part of the tele-ICU program. Results: Chest X-rays showed bilateral pneumothorax, lung compression, and multiple rib fractures. The team at the peripheral center was immediately advised to institute bilateral intercostal drainage (ICD). High-resolution CT chest (HRCT) reveals extensive right and minor left pneumothorax, bilateral lung contusions, a right clavicle medial end fracture, and multiple rib fractures. Ultrasonography of the abdomen showed altered splenic echo texture and moderate left pleural effusion. Flail chest and paradoxical breathing pattern warranted endotracheal intubation. The patient was ventilated for 4 days. On day 3, the patient experienced an air leak from the left ICD, increased drain output, and decreased hemoglobin. The tele-ICU team consulted the cardiothoracic surgeon regarding the air leak and followed their advice to attach a vacuum bottle to the ICD. The patient’s breathing improved gradually. Mechanical ventilator settings (i.e., tidal volume, respiratory rate, and peak airway pressures) were reviewed daily by the tele-ICU team during the regular morning and evening rounds. In addition, the ventilator and the bedside monitor were continuously monitored from the Command Center through video conferencing, which is integrated with electronic software and regularly captures the patient’s vitals. After 4 days of mechanical ventilation, the patient was extubated and started on oxygen therapy. Oxygen was gradually tapered and stopped. After 8 days of uneventful hospitalization, the patient was discharged. Conclusion: Studies show that telemedicine can provide expert-guided mentoring for life-saving procedures, including pre-hospital assessment and triage for polytrauma, tube thoracotomies, and extended focused assessment with sonography in trauma (eFAST). Technology may help resource-constrained places adopt telemedicine and its benefits.

Unlocking Diagnostic Precision: FATE Protocol Integration with BLUE and eFAST Protocols for Enhanced Pre-Hospital Differential Diagnosis of Pleural Effusion Manifested as Dyspnea in Adults-A Pilot Study.

Background: Dyspnea commonly stems from combined myocardial and pulmonary dysfunction, posing challenges for accurate pre-hospital diagnosis. Limited diagnostic capabilities hinder the differentiation of cardiac and pulmonary issues. This study assesses the efficacy of combined cardiac and pulmonary ultrasound using the BLUE, eFAST, and FATE protocols. Methods: Participants were consecutively enrolled from dyspnea-related emergency calls in Warsaw, Poland, from 4 April 2022, to 15 June 2023. Patients with pleural effusion were identified through pre-hospital and in-hospital radiological assessments. Pre-hospital thoracic ultrasonography followed the BLUE, eFAST, and FATE protocols, alongside comprehensive clinical assessments. The pre-hospital diagnoses were juxtaposed with the with hospital discharge diagnoses. Results: Sixteen patients (8 men, 8 women; median age: 76 years) were enrolled. Inter-rater agreement for the BLUE protocol was substantial (κ = 0.78), as was agreement for eFAST (κ = 0.75), with almost perfect agreement for combined protocol assessment (κ = 0.83). Left ventricle hypokinesis, identified via the FATE protocol, significantly correlated with hospital-diagnosed decompensated heart failure as the primary cause of dyspnea. Sensitivity and specificity were 1.0 (95%CI: 0.62-1.0) and 0.6 (95%CI: 0.15-0.95), respectively. Positive predictive value was 0.85 (95%CI: 0.55-0.98), and diagnostic accuracy was 0.86 (95%CI: 0.62-0.98). Conclusions: Integrating the FATE protocol into BLUE and eFAST enhances pre-hospital differential diagnosis accuracy of pleural effusion in adults. This synergistic approach streamlines diagnostic processes and facilitates informed clinical decision-making. Larger-scale validation studies are needed for broader applicability.