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1.
Am J Emerg Med ; 54: 221-227, 2022 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-35180668

RESUMO

OBJECTIVES: Opioid use disorder (OUD) is a national epidemic, and Black and Hispanic patients are less likely to receive treatment when compared to white patients. In this study, race was used as a proxy to assess potential effects of racism on the referral process for OUD treatment. Our primary aim was to examine whether Black or Hispanic patients experienced increased barriers to inpatient OUD detoxification (detox) placement at a community-integrated, substance use disorder support program based in an emergency department (ED). Our secondary aim was to determine if Black and Hispanic patients were more likely to have >3 referrals. METHODS: This retrospective cohort study was conducted at a large urban safety-net hospital and included patients seen in the ED from July 2018 to September 2019 with ICD-10 codes for an opioid-related visit and who sought placement to inpatient detox. A generalized linear mixed model controlling for multiple visits, age, sex, insurance, time, day of week, and time of year was used to assess the association between race/ethnicity and hypothesized barriers to placement. The proportion of patients with >3 visits for referral to inpatient detox was compared between Black and Hispanic patients and white patients using a chi-squared test. RESULTS: We identified 1733 encounters from 782 unique patients seeking connection to inpatient detox for OUD. Of the 1733 encounters, 45% were among Black and Hispanic patients. Hispanic and Black men had significantly lower odds of having a barrier to inpatient OUD detox than white men (OR = 0.734, 95% CI 0.542-0.995). No significant difference was found for Hispanic and Black women (OR = 1.212, 95% CI 0.705-2.082). More Black and Hispanic patients experienced >3 referrals to inpatient detox compared to white patients (19.2% vs 12.9%, p = 0.016). CONCLUSIONS: This study suggests in the context of near-universal health insurance coverage, an ED-based OUD support program staffed by diverse community members can mitigate inequities in access to inpatient detox. However, the increased number of ED visits for OUD detox placement by Black and Hispanic patients suggests racial inequities in OUD treatment exist after linkage to care. Additional research should explore the causes, specifically structural and interpersonal racism, and determine solutions to address racial inequities in detox placement as well as maintenance in treatment programs.


Assuntos
Serviços Médicos de Emergência , Transtornos Relacionados ao Uso de Opioides , Etnicidade , Feminino , Humanos , Pacientes Internados , Masculino , Transtornos Relacionados ao Uso de Opioides/tratamento farmacológico , Transtornos Relacionados ao Uso de Opioides/epidemiologia , Estudos Retrospectivos , Estados Unidos
2.
J Emerg Med ; 62(5): 648-656, 2022 05.
Artigo em Inglês | MEDLINE | ID: mdl-35065867

RESUMO

BACKGROUND: Recent literature has suggested echocardiography (echo) may prolong pauses in chest compressions during cardiac arrest. OBJECTVES: We sought to determine the impact of the sonographic approach (subxiphoid [SX] vs. parasternal long [PSL]) on time to image completion, image quality, and visualization of cardiac anatomy during echo, as performed during Advanced Cardiac Life Support. METHODS: This was a multicenter, randomized controlled trial conducted at 29 emergency departments (EDs) assessing the time to image acquisition and image quality between SX and PSL views for echo. Patients were enrolled in the ED and imaged in a simulated cardiac arrest scenario. Clinicians experienced in echo performed both SX and PSL views, first view in random order. Image quality and time to image acquisition were recorded. Echos were evaluated for identification of cardiac landmarks. Data are presented as percentages or medians with interquartile ranges (IQRs). RESULTS: We obtained 6247 echo images, comprising 3124 SX views and 3123 PSL. Overall time to image acquisition was 9.0 s (IQR 6.7-14.1 s). Image acquisition was shorter using PSL (8.8 s, IQR 6.5-13.5 s) compared with SX (9.3 s, IQR 6.7-15.0 s). The image quality was better with the PSL view (3.86 vs. 3.54; p < 0.0001), twice as many SX images scoring in the worst quality category compared with PSL (8.6% vs. 3.7%). Imaging of the pericardium, cardiac chambers, and other anatomic landmarks was superior with PSL imaging. CONCLUSIONS: Echo was performed in < 10 s in > 50% of patients using either imaging technique. Imaging using PSL demonstrated improved image quality and improved identification of cardiac landmarks.


Assuntos
Parada Cardíaca , Suporte Vital Cardíaco Avançado , Ecocardiografia/métodos , Humanos , Estudos Prospectivos , Ultrassonografia
3.
Am J Emerg Med ; 49: 226-232, 2021 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-34146921

RESUMO

BACKGROUND: Point-of-care ultrasound (POCUS) is useful in the evaluation of early pregnancy by confirming intrauterine pregnancy and recognizing hemorrhage from ectopic pregnancy. We sought to determine whether transabdominal POCUS by itself or in conjunction with consultative radiology ultrasound (RADUS), reduces Emergency Department (ED) treatment time for patients with ectopic pregnancy requiring operative care, when compared to RADUS alone. A secondary objective was to determine whether the incorporation of POCUS reduces time to operative care for patients with ruptured ectopic pregnancy specifically, when compared to RADUS alone. METHODS: We performed a retrospective review of patients admitted for operative management of ectopic pregnancy. We excluded patients with known ectopic pregnancy and/or imaging prior to arriving to the treatment area, found not to have an ectopic pregnancy, or did not undergo operative care. Descriptive statistics, classical and nonparametric statistical analysis, and linear regression were performed. RESULTS: There were 220 patients admitted with ectopic pregnancy, 111 met exclusion criteria, yielding 109 for analysis. Of 109, 36 received POCUS (23/36 also had RADUS), while 73 received RADUS only. Among the POCUS group 31/36 (86%) were classified as ruptured versus 47/73 (64%) in the RADUS group. The average ED treatment time in the POCUS group for all admitted ectopic pregnancies was 157.9 min (standard deviation [SD] 101.3) versus 206.3 min (SD 76.6) in the RADUS group (p = 0.0141). The median time to operating room (OR) for ruptured ectopic pregnancies was 203.0 min (interquartile range [IQR] 159.0) in the POCUS group versus 293.0 min (IQR 139.0) in the RADUS group (p = 0.0002). Regression analysis of the primary outcome was limited by multiple interactions and sample size. When controlling for race, positive shock index and ED visit time, POCUS was found to be associated with a significantly shorter time to OR among ruptured ectopic pregnancies compared to RADUS (p = 0.0052). CONCLUSION: Compared to RADUS alone, incorporation of POCUS was associated with significantly faster ED treatment time for all ectopic pregnancies and significantly faster time to OR for ruptured ectopic pregnancies, even when combined with RADUS. When controlling for clinical differences, time to OR was still faster for patients who underwent POCUS. The integration of POCUS should be considered to expedite care for patients with ectopic pregnancy requiring operative care.


Assuntos
Gravidez Ectópica/diagnóstico por imagem , Tempo para o Tratamento/normas , Ultrassonografia/normas , Adulto , Estudos de Coortes , Feminino , Humanos , Sistemas Automatizados de Assistência Junto ao Leito , Gravidez , Gravidez Ectópica/terapia , Estudos Retrospectivos , Tempo para o Tratamento/estatística & dados numéricos , Ultrassonografia/métodos , Ultrassonografia/estatística & dados numéricos
4.
Am J Emerg Med ; 37(2): 317-320, 2019 02.
Artigo em Inglês | MEDLINE | ID: mdl-30471933

RESUMO

OBJECTIVES: Ultrasound guided peripheral intravenous catheters (USPIV) are frequently utilized in the Emergency Department (ED) and lead to reduced central venous catheter (CVC) placements. USPIVs, however, are reported to have high failure rates. Our primary objective was to determine the proportion of patients that required CVC after USPIV. Our secondary objective was to determine if classic risk factors for difficult vascular access were predictive of future CVC placement. METHODS: We performed a retrospective review for patients treated at a large academic hospital. Patients were identified by electronic health record and were restricted to age older than 21 years, had received USPIV, and admittance. Exclusion criteria included an existing CVC. Descriptive statistics, t-tests, chi-square proportions, and logistic regression were performed to test associations. RESULTS: Of 363 eligible patients, 20 were excluded allowing for 343 for analysis. Of 343, 45 (13.1% 95% CI 9.9-17.1%) required CVC after USPIV. For secondary outcomes, no expected characteristics (diabetes, end-stage renal disease, IV drug abuse, peripheral vascular disease, or sickle cell disease) were predictive of CVC placement. The only predictive variables were admission to ICU/stepdown and length of stay. Each additional day of hospitalization had an OR 1.11 (95% CI 1.06-1.16%) of having a CVC placed. CONCLUSION: Of those admitted after USPIV placement, approximately 7 out of every 8 patients did not require a subsequent CVC. Of the nearly 1 in 8 patients that required a CVC, factors associated with CVC placement were admission to a higher level of care and length of stay.


Assuntos
Cateterismo Venoso Central/métodos , Cateterismo Periférico/métodos , Serviço Hospitalar de Emergência/estatística & dados numéricos , Ultrassonografia de Intervenção , Adulto , Idoso , Cateterismo Venoso Central/efeitos adversos , Cateterismo Periférico/efeitos adversos , Feminino , Humanos , Tempo de Internação/estatística & dados numéricos , Modelos Logísticos , Masculino , Pessoa de Meia-Idade , Análise Multivariada , Estudos Retrospectivos , Centros de Traumatologia
5.
Am J Emerg Med ; 35(1): 106-111, 2017 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-27793505

RESUMO

OBJECTIVES: The primary objectives were to describe the diagnostic characteristics tricuspid annular plane systolic excursion (TAPSE) for pulmonary embolism (PE) and to optimize the measurement cutoff of TAPSE for the diagnosis of PE. Secondary objectives included assessment of interrater reliability and the quantitative visual estimation of TAPSE. METHODS: This is a prospective observational cohort study involving a convenience sample of patients at an urban academic emergency department. Patients underwent focused right heart echocardiogram (FOCUS) before computed tomographic angiography (CTA) for suspected PE. RESULTS: A total of 150 patients were enrolled, 32 of whom (21.3%) were diagnosed as having a PE. A receiver operating characteristic curve analysis yielded 2.0 cm as the optimal cutoff for TAPSE in the diagnosis of PE, with a sensitivity of 72% (95% confidence interval [CI], 53-86), a specificity of 66% (95% CI, 57-75), and an area under the curve of 0.73 (95% CI, 0.65-0.83). In patients with tachycardia or hypotension, post hoc analysis demonstrated that FOCUS is 100% (95% CI, 80-100) sensitive for PE, whereas TAPSE is 94% (95% CI, 71-99) sensitive for PE. The intraclass correlation coefficient was 0.87 (95% CI, 0.79-0.93). Emergency physicians with training in echocardiography accurately visually estimated TAPSE, with a κ statistic of 0.94 (95% CI, 0.87-0.98). CONCLUSIONS: Emergency physicians with training in echocardiography can reliably measure TAPSE and are able to accurately visually estimate TAPSE as either normal or abnormal. When using an abnormal cutoff of less than 2.0 cm, TAPSE has moderate diagnostic value in patients with suspected PE. On post hoc analysis, TAPSE and FOCUS appear to be highly sensitive for PE in patients with tachycardia or hypotension.


Assuntos
Angiografia por Tomografia Computadorizada , Ecocardiografia , Medicina de Emergência , Médicos , Embolia Pulmonar/diagnóstico por imagem , Valva Tricúspide/diagnóstico por imagem , Disfunção Ventricular Direita/diagnóstico por imagem , Adulto , Idoso , Idoso de 80 Anos ou mais , Estudos de Coortes , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Variações Dependentes do Observador , Sistemas Automatizados de Assistência Junto ao Leito , Testes Imediatos , Estudos Prospectivos , Embolia Pulmonar/complicações , Curva ROC , Reprodutibilidade dos Testes , Sensibilidade e Especificidade , Sístole , Disfunção Ventricular Direita/etiologia , Adulto Jovem
6.
Am J Emerg Med ; 34(9): 1859-62, 2016 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-27431739

RESUMO

OBJECTIVE: Monitoring of patient's intravascular volume status without invasive measures remains challenging and unreliable. Our objective was to determine if corrected flow time (FTc) measurement could detect preload reduction with administration of nitroglycerin (NTG) as a surrogate for volume loss. METHODS: Post hoc FTc analysis was performed for a prospective cohort study of pulsed wave spectral Doppler measurements before and after administration of NTG. Patients enrolled were eligible for inclusion if they were admitted to a chest pain center for cardiac evaluation. Descriptive statistics, t tests, bivariate regression, and intraclass correlation coefficient were performed as appropriate. RESULTS: Fifty-four patients had Doppler measurements available for review. Mean FTc decreased from 339 milliseconds (95% confidence interval, 332-346) to 325 milliseconds (95% confidence interval, 318-331) with administration of 0.3 mg of sublingual NTG (P=.0001). Mean heart rate increased 5 beats/min with administration of NTG (P<.0001); however, there was no significant change in systolic or diastolic blood pressure. CONCLUSION: Corrected flow time was able to detect a significant difference in preload reduction with 0.3 mg of NTG. The FTc may be an early reliable noninvasive measure to detect changes in intravascular volume status.


Assuntos
Velocidade do Fluxo Sanguíneo/fisiologia , Volume Sanguíneo/efeitos dos fármacos , Artéria Braquial/diagnóstico por imagem , Doença da Artéria Coronariana/fisiopatologia , Nitroglicerina/administração & dosagem , Ultrassonografia Doppler de Pulso/métodos , Administração Sublingual , Artéria Braquial/fisiopatologia , Doença da Artéria Coronariana/diagnóstico , Feminino , Seguimentos , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Prospectivos , Vasodilatadores/administração & dosagem
7.
Am J Emerg Med ; 34(3): 486-92, 2016 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-26782795

RESUMO

STUDY OBJECTIVE: Ascending aortic dissection (AAD) is an uncommon, time-sensitive, and deadly diagnosis with a nonspecific presentation. Ascending aortic dissection is associated with aortic dilation, which can be determined by emergency physician focused cardiac ultrasound (EP FOCUS). We seek to determine if patients who receive EP FOCUS have reduced time to diagnosis for AAD. METHODS: We performed a retrospective review of patients treated at 1 of 3 affiliated emergency departments, March 1, 2013, to May 1, 2015, diagnosed as having AAD. All autopsies were reviewed for missed cases. Primary outcome measure was time to diagnosis. Secondary outcomes were time to disposition, misdiagnosis rate, and mortality. RESULTS: Of 386547 ED visits, targeted review of 123 medical records and 194 autopsy reports identified 32 patients for inclusion. Sixteen patients received EP FOCUS and 16 did not. Median time to diagnosis in the EP FOCUS group was 80 (interquartile range [IQR], 46-157) minutes vs 226 (IQR, 109-1449) minutes in the non-EP FOCUS group (P = .023). Misdiagnosis was 0% (0/16) in the EP FOCUS group vs 43.8% (7/16) in the non-EP FOCUS group (P = .028). Mortality, adjusted for do-not-resuscitate status, for EP FOCUS vs non-EP FOCUS was 15.4% vs 37.5% (P = .24). Median rooming time to disposition was 134 (IQR, 101-195) minutes for EP FOCUS vs 205 (IQR, 114-342) minutes for non-EP FOCUS (P = .27). CONCLUSIONS: Patients who receive EP FOCUS are diagnosed faster and misdiagnosed less compared with patients who do not receive EP FOCUS. We recommend assessment of the thoracic aorta be performed routinely during cardiac ultrasound in the emergency department.


Assuntos
Aneurisma da Aorta Torácica/diagnóstico , Dissecção Aórtica/diagnóstico , Erros de Diagnóstico/estatística & dados numéricos , Ecocardiografia Transesofagiana/métodos , Medicina de Emergência/métodos , Dissecção Aórtica/diagnóstico por imagem , Dissecção Aórtica/mortalidade , Aneurisma da Aorta Torácica/diagnóstico por imagem , Aneurisma da Aorta Torácica/mortalidade , Autopsia/estatística & dados numéricos , Serviços Médicos de Emergência/métodos , Serviços Médicos de Emergência/normas , Serviços Médicos de Emergência/estatística & dados numéricos , Medicina de Emergência/normas , Medicina de Emergência/estatística & dados numéricos , Feminino , Humanos , Masculino , Prontuários Médicos/estatística & dados numéricos , Pessoa de Meia-Idade , Sistemas Multi-Institucionais/estatística & dados numéricos , Estudos Multicêntricos como Assunto , Avaliação de Resultados em Cuidados de Saúde/estatística & dados numéricos , Estudos Retrospectivos , Fatores de Tempo , Tomografia Computadorizada por Raios X
8.
J Clin Ultrasound ; 44(1): 3-11, 2016 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-26178008

RESUMO

PURPOSE: Our primary aim was to evaluate the use of ultrasound (US) as an initial screening test for diagnosing appendicitis in young adult men. Secondary exploratory analyses included the effects of using US for initial screening in these patients, compared with the use of CT, on radiation exposure, length of stay (LOS), and cost of imaging. METHODS: We retrospectively gathered data from the records of male patients 18-39 years old who had been admitted with appendicitis between June 2006 and September 2011. We investigated the diagnostic tests performed, the patients' characteristics, and the pathologic testing findings and compared the results obtained on US with those obtained on CT. RESULTS: Of 451 included patients, 86 had undergone US initially. Its sensitivity was only 57% (95% confidence interval, 46-67.6), but its positive predictive value was 98% (95% confidence interval, 93.8-100). The mean LOS was significantly shorter for patients who had undergone US only (214 minutes) than it was for those who had undergone CT only (276 minutes; p < 0.001). We estimated a 57% reduction in CT use and radiation exposure if US were to be performed initially; this would lead to a 45% decrease in imaging costs at our institution. CONCLUSIONS: Screening US should be considered first for diagnosing appendicitis because of its high positive predictive value, but even if US results are negative for appendicitis, one should not exclude the possible existence of pathology because US has poor sensitivity in this situation. We speculate that the use of screening US can decrease radiation exposure, imaging costs, and LOS.


Assuntos
Apendicite/diagnóstico por imagem , Ultrassonografia , Adulto , Índice de Massa Corporal , Reações Falso-Positivas , Humanos , Masculino , Estudos Retrospectivos , Tomografia Computadorizada por Raios X/economia , Ultrassonografia/economia , Adulto Jovem
9.
Am J Emerg Med ; 33(2): 306.e3-4, 2015 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-25171794

RESUMO

Pyomyositis is a rare disease in temperate climates. This case is a unique presentation of pyomyositis of the rectus abdominal muscle mimicking an acute abdominal process. Most reported cases of pyomyositis are of extremity infections with Staphylococcus aureus.This report presents a case of polymicrobial pyomyositis from Haemophylus parainfluenza and Steptococcus viridians infection.


Assuntos
Dor Abdominal/etiologia , Infecções por Haemophilus/complicações , Haemophilus parainfluenzae , Piomiosite/diagnóstico , Infecções Estreptocócicas/complicações , Estreptococos Viridans , Coinfecção/complicações , Coinfecção/diagnóstico , Coinfecção/microbiologia , Infecções por Haemophilus/diagnóstico , Humanos , Masculino , Pessoa de Meia-Idade , Piomiosite/diagnóstico por imagem , Piomiosite/epidemiologia , Piomiosite/etiologia , Piomiosite/microbiologia , Infecções Estreptocócicas/diagnóstico , Tomografia Computadorizada por Raios X , Estados Unidos/epidemiologia
10.
Am J Emerg Med ; 32(4): 396.e3-4, 2014 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-24342864

RESUMO

Acute vision loss is frightening to patients and may represent serious pathology that is irreversible if not intervened upon quickly. We present a case of a 36-year-old man with sudden onset of unilateral painless central visual disturbance described as flashes of light. His emergency department examination was normal, and an ophthalmologic consult found fluid accumulation in the subretinal space on optical coherence tomography, confirming a diagnosis of central serous chorioretinopathy. Central serous chorioretinopathy is a poorly understood disease associated with type A personality and elevated glucocorticoids. Although there is no proven treatment regimen for acute disease, vision problems usually resolve. Some patients have recurrent episodes that can lead to permanent visual loss


Assuntos
Coriorretinopatia Serosa Central/complicações , Coriorretinopatia Serosa Central/diagnóstico , Transtornos da Visão/etiologia , Adulto , Diagnóstico Diferencial , Humanos , Masculino
11.
Cardiorenal Med ; 2024 Jun 19.
Artigo em Inglês | MEDLINE | ID: mdl-38897186

RESUMO

INTRODUCTION: Determining ultrafiltration volume in patients undergoing intermittent hemodialysis (IHD) is an essential component in the assessment and management of volume status. Venous Excess Ultrasound (VExUS) is a novel tool used to quantify the severity of venous congestion at the bedside. Given the high prevalence of pulmonary hypertension in patients with End Stage Kidney Disease (ESKD), venous Doppler could represent a useful tool to monitor decongestion in these patients. METHODS: This is a prospective observational study conducted in ESKD patients who were admitted to the hospital requiring IHD and Ultrafiltration. Inferior vena cava maximum diameter (IVCd), portal vein Doppler (PVD) and hepatic vein Doppler (HVD) were performed in all patients before and after a single IHD session. RESULTS: Forty-one patients were included. The prevalence of venous congestion was 88% based on IVCd and 63% based on portal vein pulsatility fraction (PVPF). Both mean IVCd and PVPF displayed a significant improvement after ultrafiltration. The percent decrease in PVPF was significantly larger than the percent decrease in IVCd. HVD alterations did not significantly improve after ultrafiltration. CONCLUSIONS: Our study revealed a high prevalence of venous congestion in hospitalized ESKD patients undergoing hemodialysis. After a single IHD session there was a significant improvement in both IVCd and PVPF. HVD showed no significant improvement with one IHD session. PVPF changes were more sensitive than IVCd changes during volume removal. This study suggests that, due to its rapid response to volume removal, PVD, among the various components of the venous excess ultrasound grading system, could be more effective in monitoring real-time decongestion in patients undergoing IHD.

12.
Ultrasound Med Biol ; 50(6): 825-832, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38423896

RESUMO

OBJECTIVE: B-lines assessed by lung ultrasound (LUS) outperform physical exam, chest radiograph, and biomarkers for the associated diagnosis of acute heart failure (AHF) in the emergent setting. The use of LUS is however limited to trained professionals and suffers from interpretation variability. The objective was to utilize transfer learning to create an AI-enabled software that can aid novice users to automate LUS B-line interpretation. METHODS: Data from an observational AHF LUS study provided standardized cine clips for AI model development and evaluation. A total of 49,952 LUS frames from 30 patients were hand scored and trained on a convolutional neural network (CNN) to interpret B-lines at the frame level. A random independent evaluation set of 476 LUS clips from 60 unique patients assessed model performance. The AI models scored the clips on both a binary and ordinal 0-4 multiclass assessment. RESULTS: A multiclassification AI algorithm had the best performance at the binary level when applied to the independent evaluation set, AUC of 0.967 (95% CI 0.965-0.970) for detecting pathologic conditions. When compared to expert blinded reviewer, the 0-4 multiclassification AI algorithm scale had a reported linear weighted kappa of 0.839 (95% CI 0.804-0.871). CONCLUSIONS: The multiclassification AI algorithm is a robust and well performing model at both binary and ordinal multiclass B-line evaluation. This algorithm has the potential to be integrated into clinical workflows to assist users with quantitative and objective B-line assessment for evaluation of AHF.


Assuntos
Insuficiência Cardíaca , Pulmão , Ultrassonografia , Humanos , Insuficiência Cardíaca/diagnóstico por imagem , Pulmão/diagnóstico por imagem , Ultrassonografia/métodos , Doença Aguda , Masculino , Feminino , Idoso , Pessoa de Meia-Idade , Interpretação de Imagem Assistida por Computador/métodos , Aprendizado de Máquina
13.
Annu Int Conf IEEE Eng Med Biol Soc ; 2022: 1675-1681, 2022 07.
Artigo em Inglês | MEDLINE | ID: mdl-36086232

RESUMO

Lung ultrasound (LUS) as a diagnostic tool is gaining support for its role in the diagnosis and management of COVID-19 and a number of other lung pathologies. B-lines are a predominant feature in COVID-19, however LUS requires a skilled clinician to interpret findings. To facilitate the interpretation, our main objective was to develop automated methods to classify B-lines as pathologic vs. normal. We developed transfer learning models based on ResNet networks to classify B-lines as pathologic (at least 3 B-lines per lung field) vs. normal using COVID-19 LUS data. Assessment of B-line severity on a 0-4 multi-class scale was also explored. For binary B-line classification, at the frame-level, all ResNet models pretrained with ImageNet yielded higher performance than the baseline nonpretrained ResNet-18. Pretrained ResNet-18 has the best Equal Error Rate (EER) of 9.1% vs the baseline of 11.9%. At the clip-level, all pretrained network models resulted in better Cohen's kappa agreement (linear-weighted) and clip score accuracy, with the pretrained ResNet-18 having the best Cohen's kappa of 0.815 [95% CI: 0.804-0.826], and ResNet-101 the best clip scoring accuracy of 93.6%. Similar results were shown for multi-class scoring, where pretrained network models outperformed the baseline model. A class activation map is also presented to guide clinicians in interpreting LUS findings. Future work aims to further improve the multi-class assessment for severity of B-lines with a more diverse LUS dataset.


Assuntos
COVID-19 , Aprendizado Profundo , COVID-19/diagnóstico por imagem , Humanos , Pulmão/diagnóstico por imagem , Tórax , Ultrassonografia
15.
POCUS J ; 6(2): 88-92, 2021 Nov 23.
Artigo em Inglês | MEDLINE | ID: mdl-35899222

RESUMO

Introduction: The American College of Emergency Physicians (ACEP) recommends that Emergency Medicine physicians with advanced training can evaluate right ventricular (RV) pressures via point-of-care ultrasound (POCUS) by measuring a tricuspid regurgitant jet (TRJ). We were unable to find a published curriculum to deliver education for this at any skill level. Therefore, we developed, delivered, and evaluated a curriculum for the assessment of TRJ for novice physician sonographers. Methods: We designed an educational intervention for novice physician sonographers. The curriculum was created using a modified Delphi methodology. All novice sonographers participated in the educational intervention which consisted of a didactic lecture followed by hands-on-deliberate practice on healthy medical student volunteers with expert feedback in a simulated setting. Sonographer's knowledge was assessed at 3 time points: pre-intervention, immediately post-intervention, and 3 months post-intervention (retention assessment) by multiple choice exam. Results: Nine novice physician sonographers participated in the intervention. Mean exam performance increased from 55.6% [standard deviation (SD) 11.3%] on the pre-intervention exam to 94.4% (SD 7.3%) on the post-intervention exam and 92.9% (SD 12.5%) on the retention exam. The mean improvement between the pre- and post- exam was +38.9% (95% CI 31.8 - 46.0), and between the pre-exam and retention exam +37.1% (95% CI 22.3 - 52.0). Conclusion: Sonographer knowledge of TRJ assessment improved following a brief educational intervention as measured by exam performance. Given the expanding role of POCUS it is increasingly important to provide effective resources for teaching these skills. This work establishes the basis for further study and implementation of our TRJ curriculum.

16.
Clin Pract Cases Emerg Med ; 4(2): 158-160, 2020 May.
Artigo em Inglês | MEDLINE | ID: mdl-32426660

RESUMO

Bladder scanners allow for quick determination of bladder volumes (BV) with minimal training. BV measured by a machine is generally accurate; however, circumstances exist in which falsely elevated BVs are reported. This case details a patient with a significant small bowel obstruction (SBO) due to superior mesenteric artery syndrome causing a falsely elevated BV. We believe this is the first case report of a SBO causing an elevated BV by bladder scanner. Emergency physicians should be aware of the pitfalls of using bladder scanners, and use their point-of-care ultrasound skills when possible to expand their differential.

17.
West J Emerg Med ; 21(4): 1029-1035, 2020 Jun 24.
Artigo em Inglês | MEDLINE | ID: mdl-32726279

RESUMO

INTRODUCTION: Pulmonary hypertension, associated with high mortality in pediatric patients, is traditionally screened for by trained professionals by measuring a tricuspid regurgitant jet velocity (TRJV). Our objective was to test the feasibility of novice physician sonographers (NPS) to perform echocardiograms of adequate quality to exclude pathology (defined as TRJV > 2.5 meters per second). METHODS: We conducted a cross-sectional study of NPS to assess TRJV by echocardiogram in an urban pediatric emergency department. NPS completed an educational course consisting of a didactic curriculum and hands-on workshop. NPS enrolled a convenience sample of patients aged 7-21 years. Our primary outcome was the proportion of echocardiograms with images of adequate quality to exclude pathology. Our secondary outcome was NPS performance on four image elements. We present descriptive statistics, binomial proportions, kappa coefficients, and logistic regression analysis. RESULTS: Eight NPS completed 80 echocardiograms. We found 82.5% (95% confidence interval [CI], 74.2-90.8) of echocardiograms had images of adequate quality to exclude pathology. Among image elements, NPS obtained a satisfactory, apical 4-chamber view in 85% (95% CI, 77.1-92.9); positioned the color box accurately 65% (95% CI, 54.5-75.5); optimized TRJV color signal 78.7% (95% CI, 69.8-87.7); and optimized continuous-wave Doppler in 55% (95% CI, 44.1-66.0) of echocardiograms. CONCLUSION: NPS obtained images of adequate quality to exclude pathology in a majority of studies; however, optimized acquisition of specific image elements varied. This work establishes the basis for future study of NPS assessment of TRJV pathology when elevated pulmonary pressures are of clinical concern.


Assuntos
Ecocardiografia/métodos , Escolaridade , Átrios do Coração/diagnóstico por imagem , Hipertensão Pulmonar , Medicina de Emergência Pediátrica/educação , Testes Imediatos/normas , Insuficiência da Valva Tricúspide , Valva Tricúspide/diagnóstico por imagem , Criança , Competência Clínica , Estudos Transversais , Currículo , Feminino , Humanos , Hipertensão Pulmonar/diagnóstico , Hipertensão Pulmonar/etiologia , Hipertensão Pulmonar/fisiopatologia , Masculino , Valva Tricúspide/fisiopatologia , Insuficiência da Valva Tricúspide/diagnóstico , Insuficiência da Valva Tricúspide/fisiopatologia
18.
West J Emerg Med ; 21(4): 771-778, 2020 Jun 19.
Artigo em Inglês | MEDLINE | ID: mdl-32726240

RESUMO

INTRODUCTION: Current recommendations for diagnostic imaging for moderately to severely ill patients with suspected coronavirus disease 2019 (COVID-19) include chest radiograph (CXR). Our primary objective was to determine whether lung ultrasound (LUS) B-lines, when excluding patients with alternative etiologies for B-lines, are more sensitive for the associated diagnosis of COVID-19 than CXR. METHODS: This was a retrospective cohort study of all patients who presented to a single, academic emergency department in the United States between March 20 and April 6, 2020, and received LUS, CXR, and viral testing for COVID-19 as part of their diagnostic evaluation. The primary objective was to estimate the test characteristics of both LUS B-lines and CXR for the associated diagnosis of COVID-19. Our secondary objective was to evaluate the proportion of patients with COVID-19 that have secondary LUS findings of pleural abnormalities and subpleural consolidations. RESULTS: We identified 43 patients who underwent both LUS and CXR and were tested for COVID-19. Of these, 27/43 (63%) tested positive. LUS was more sensitive (88.9%, 95% confidence interval (CI), 71.1-97.0) for the associated diagnosis of COVID-19 than CXR (51.9%, 95% CI, 34.0-69.3; p = 0.013). LUS and CXR specificity were 56.3% (95% CI, 33.2-76.9) and 75.0% (95% CI, 50.0-90.3), respectively (p = 0.453). Secondary LUS findings of patients with COVID-19 demonstrated 21/27 (77.8%) had pleural abnormalities and 10/27 (37%) had subpleural consolidations. CONCLUSION: Among patients who underwent LUS and CXR, LUS was found to have a higher sensitivity than CXR for the evaluation of COVID-19. This data could have important implications as an aid in the diagnostic evaluation of COVID-19, particularly where viral testing is not available or restricted. If generalizable, future directions would include defining how to incorporate LUS into clinical management and its role in screening lower-risk populations.


Assuntos
Betacoronavirus , Infecções por Coronavirus/diagnóstico por imagem , Pulmão/diagnóstico por imagem , Pneumonia Viral/diagnóstico por imagem , Ultrassonografia , Adulto , Idoso , COVID-19 , Serviço Hospitalar de Emergência , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Pandemias , Sistemas Automatizados de Assistência Junto ao Leito , Radiografia Torácica , Estudos Retrospectivos , SARS-CoV-2
19.
J Patient Saf ; 14(2): e6-e8, 2018 06.
Artigo em Inglês | MEDLINE | ID: mdl-26241617

RESUMO

OBJECTIVE: To determine characteristics of patients who develop compartment syndrome (CS) from IV infiltration requiring surgical intervention. METHODS: A systematic review was conducted of available English literature from 1990 to date. Key terms were entered into a MEDLINE search in addition to searching grey literature and references of included manuscripts. Inclusion criteria were cases of CS requiring surgical intervention from IV infiltration. Exclusions were cases associated with phenytoin because of the unclear mechanism leading to injury (purple glove syndrome). Cases were reviewed for demographics, clinical information, and outcomes. RESULTS: Literature search resulted in 32 manuscripts meeting inclusion with 51 cases. Age ranged from 3 days to 81 years (19.6% age <1 year [10/51], 21.6% age 1-18 years [11/51], and 58.8% age >18 years [30/51]). IV sites were reported in 43 cases: hand 46.5%, forearm 46.5%, foot 4.7%, and leg 2.3% ([20/43], [20/43], [2/43], [1/43]). Of the 42 cases reporting patient mental status, 76.2% (32/42) had impaired mental state or limited communication including young age defined as younger than 3 years. Common associated agents were contrast 36.2%, IV fluid 34%, and mannitol 8.5% ([18/47], [16/47], [4/47]). One patient required hand amputation, 5 had persistent deficits, 36 had no long-term deficits, and 9 cases did not report patient outcomes. CONCLUSION: Compartment syndrome affects patients of all ages with a significant number of patients being pediatric and specifically younger than 1 year. Patients at highest risk of developing CS requiring surgery from IV infiltration are likely to have barriers to communication.


Assuntos
Cateterismo Periférico/efeitos adversos , Síndromes Compartimentais/etiologia , Humanos
20.
West J Emerg Med ; 18(4): 559-568, 2017 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-28611874

RESUMO

INTRODUCTION: Supporting an "ultrasound-first" approach to evaluating renal colic in the emergency department (ED) remains important for improving patient care and decreasing healthcare costs. Our primary objective was to compare emergency physician (EP) ultrasound to computed tomography (CT) detection of hydronephrosis severity in patients with suspected renal colic. We calculated test characteristics of hydronephrosis on EP-performed ultrasound for detecting ureteral stones or ureteral stone size >5mm. We then analyzed the association of hydronephrosis on EP-performed ultrasound, stone size >5mm, and proximal stone location with 30-day events. METHODS: This was a prospective observational study of ED patients with suspected renal colic undergoing CT. Subjects had an EP-performed ultrasound evaluating for the severity of hydronephrosis. A chart review and follow-up phone call was performed. RESULTS: We enrolled 302 subjects who had an EP-performed ultrasound. CT and EP ultrasound results were comparable in detecting severity of hydronephrosis (x2=51.7, p<0.001). Hydronephrosis on EP-performed ultrasound was predictive of a ureteral stone on CT (PPV 88%; LR+ 2.91), but lack of hydronephrosis did not rule it out (NPV 65%). Lack of hydronephrosis on EP-performed ultrasound makes larger stone size >5mm less likely (NPV 89%; LR- 0.39). Larger stone size > 5mm was associated with 30-day events (OR 2.30, p=0.03). CONCLUSION: Using an ultrasound-first approach to detect hydronephrosis may help physicians identify patients with renal colic. The lack of hydronephrosis on ultrasound makes the presence of a larger ureteral stone less likely. Stone size >5mm may be a useful predictor of 30-day events.


Assuntos
Hidronefrose/diagnóstico por imagem , Cólica Renal/diagnóstico por imagem , Tomografia Computadorizada por Raios X , Ultrassonografia , Cálculos Ureterais/diagnóstico por imagem , Adulto , Serviço Hospitalar de Emergência , Feminino , Humanos , Hidronefrose/etiologia , Masculino , Pessoa de Meia-Idade , Estudos Prospectivos , Cólica Renal/etiologia , Cálculos Ureterais/complicações
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