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1.
J Intensive Care Med ; 39(3): 187-195, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-37552930

RESUMO

Traditional point-of-care ultrasound (POCUS) training highlights discrete techniques, single-organ assessment, and focused protocols. More recent developments argue for a whole-body approach, where the experienced clinician-ultrasonographer crafts a personalized POCUS protocol depending on specific clinical circumstances. This article describes this problem-based approach, focusing on common acute care scenarios while highlighting practical considerations and performance characteristics.


Assuntos
Estado Terminal , Sistemas Automatizados de Assistência Junto ao Leito , Adulto , Humanos , Ultrassonografia/métodos , Testes Imediatos , Cuidados Críticos/métodos
2.
J Intensive Care Med ; : 8850666241233556, 2024 Feb 19.
Artigo em Inglês | MEDLINE | ID: mdl-38374613

RESUMO

In an effort to help keep busy clinicians up to date with the latest ultrasound research, our group of experts has selected 10 influential papers from the past 12 months and provided a short summary of each. We hope to provide emergency physicians, intensivists, and other acute care providers with a succinct update concerning some key areas of ultrasound interest.

3.
J Intensive Care Med ; 38(5): 479-486, 2023 May.
Artigo em Inglês | MEDLINE | ID: mdl-36827332

RESUMO

The use of agitated saline contrast (ASC) during echocardiographic examinations is a well-established practice, most commonly performed to identify atrial septal abnormalities in the context of stroke. In the intensive care unit, this technique may be employed to identify anatomic right-to-left shunts (either intracardiac or transpulmonary) that may be contributing to hypoxemic respiratory failure. This narrative review will describe the technique of ASC injection, summarize clinical scenarios where it may be useful, and review the strengths and limitations of the tool.


Assuntos
Comunicação Interatrial , Acidente Vascular Cerebral , Humanos , Cloreto de Sódio , Ecocardiografia , Hipóxia/etiologia
4.
J Intensive Care Med ; 38(6): 566-570, 2023 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-36972500

RESUMO

Keeping up with the latest developments in the point-of-care ultrasound (POCUS) literature is challenging, as with any area of medicine. Our group of POCUS experts has selected 10 influential papers from the past 12 months and provided a short summary of each. We hope to provide emergency physicians, intensivists, and other acute care providers with a succinct update concerning some key areas of ultrasound interest.


Assuntos
Sistemas Automatizados de Assistência Junto ao Leito , Testes Imediatos , Humanos , Ultrassonografia
5.
Can J Surg ; 66(4): E348-E355, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37402559

RESUMO

BACKGROUND: Compared to younger age, older age (≥ 65 yr) is associated with worse outcomes after severe traumatic brain injury (TBI). We sought to describe the association of older age with in-hospital death and aggressiveness of intervention. METHODS: We conducted a retrospective cohort study of adult (age ≥ 16 yr) patients with severe TBI admitted to a single academic tertiary care neurotrauma centre between January 2014 and December 2015. We collected data through chart review as well as from our institutional administrative database. We provided descriptive statistics and used multivariable logistic regression to evaluate the independent association of age with the primary outcome, in-hospital death. The secondary outcome was early withdrawal of life-sustaining therapy. RESULTS: There were 126 adult patients (median age 67 yr [Q1-Q3, 33-80 yr]) with severe TBI during the study period who met our eligibility criteria. The most common mechanism was high-velocity blunt injury (55 patients [43.6%]). The median Marshall score was 4 (Q1-Q3, 2-6), and the median Injury Severity Score was 26 (Q1-Q3, 25-35). After controlling for confounders including clinical frailty, pre-existing comorbidity, injury severity, Marshall score and neurologic examination at admission, we observed that older patients were more likely than younger patients to die in hospital (odds ratio 5.10, 95% confidence interval 1.65-15.78). Older patients were also more likely to experience early withdrawal of life-sustaining therapy and less likely to receive invasive interventions. CONCLUSION: After controlling for confounding factors relevant to older patients, we observed that age was an important and independent predictor of in-hospital death and early withdrawal of life-sustaining therapy. The mechanism by which age influences clinical decision-making independent of global and neurologic injury severity, clinical frailty and comorbidities remains unclear.


Assuntos
Lesões Encefálicas Traumáticas , Fragilidade , Adulto , Humanos , Idoso , Estudos Retrospectivos , Mortalidade Hospitalar , Lesões Encefálicas Traumáticas/terapia , Suspensão de Tratamento
6.
J Intensive Care Med ; 37(11): 1535-1539, 2022 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-35440211

RESUMO

The ongoing rapid expansion of point-of-care ultrasound (POCUS) and its corresponding supporting literature leaves the frontline clinician in a difficult position when trying to keep abreast of the latest developments. Our group of POCUS experts has selected ten influential POCUS-related papers from the past twelve months and provided a short summary of each. Our aim is to give to emergency physicians, intensivists, and other acute care providers key information, helping them to keep up to date on rapidly evolving POCUS literature.


Assuntos
Sistemas Automatizados de Assistência Junto ao Leito , Testes Imediatos , Humanos , Ultrassonografia
7.
J Intensive Care Med ; 36(10): 1223-1227, 2021 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-34169764

RESUMO

Determining whether a patient in shock is in a state of fluid responsiveness (FR) has long been the Holy Grail for clinicians who care for acutely ill patients. While various tools have been put forth as solutions to this important problem, ultrasound assessment of the inferior vena cava has received particular attention of late. Dozens of studies have examined its ability to determine whether a patient should receive volume expansion, and general enthusiasm has been strengthened by the fact that it is easy to perform and non-invasive, unlike many competing FR tests. A deeper examination of the technique, however, reveals important concerns regarding inaccuracies in measurement and a high prevalence of confounding factors. Furthermore, a detailed review of the evidence (small individual studies, multiple meta-analyses, and a single large trial) reveals that the tool performs poorly in general and is unlikely to be helpful at the bedside in circumstances where genuine clinical uncertainty exists.


Assuntos
Tomada de Decisão Clínica , Veia Cava Inferior , Hidratação , Humanos , Ultrassonografia , Incerteza , Veia Cava Inferior/diagnóstico por imagem
8.
Ann Intern Med ; 171(4): 264-272, 2019 08 20.
Artigo em Inglês | MEDLINE | ID: mdl-31382273

RESUMO

Background: Incorporating focused cardiac ultrasonography (FoCUS) into clinical examination could improve the diagnostic yield of bedside patient evaluation. Purpose: To compare the accuracy of FoCUS-assisted clinical assessment versus clinical assessment alone for diagnosing left ventricular dysfunction or valvular disease in adults having cardiovascular evaluation. Data Sources: English-language searches of MEDLINE, Embase, and Web of Science from 1 January 1990 to 23 May 2019 and review of reference citations. Study Selection: Eligible studies were done in patients having cardiovascular evaluation; compared FoCUS-assisted clinical assessment versus clinical assessment alone for the diagnosis of left ventricular systolic dysfunction, aortic or mitral valve disease, or pericardial effusion; and used transthoracic echocardiography as the reference standard. Data Extraction: Three study investigators independently abstracted data and assessed study quality. Data Synthesis: Nine studies were included in the meta-analysis. The sensitivity of clinical assessment for diagnosing left ventricular dysfunction (left ventricular ejection fraction <50%) was 43% (95% CI, 33% to 54%), whereas that of FoCUS-assisted examination was 84% (CI, 74% to 91%). The specificity of clinical assessment was 81% (CI, 65% to 90%), and that of FoCUS-assisted examination was 89% (CI, 85% to 91%). The sensitivities of clinical assessment and FoCUS-assisted examination for diagnosing aortic or mitral valve disease (of at least moderate severity) were 46% (CI, 35% to 58%) and 71% (CI, 63% to 79%), respectively. Both the clinical assessment and the FoCUS-assisted examination had a specificity of 94% (CI, 91% to 96%). Limitation: Evidence was scant, persons doing ultrasonography had variable skill levels, and most studies had unclear or high risk of bias. Conclusion: Clinical examination assisted by FoCUS has greater sensitivity, but not greater specificity, than clinical assessment alone for identifying left ventricular dysfunction and aortic or mitral valve disease; FoCUS-assisted examination may help rule out cardiovascular pathology in some patients, but it may not be sufficient for definitive confirmation of cardiovascular disease suspected on physical examination. Primary Funding Source: None. (PROSPERO: CRD42019124318).


Assuntos
Ecocardiografia , Doenças das Valvas Cardíacas/diagnóstico , Exame Físico , Disfunção Ventricular Esquerda/diagnóstico , Humanos , Sensibilidade e Especificidade
9.
Adv Health Sci Educ Theory Pract ; 23(4): 749-765, 2018 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-29691699

RESUMO

Medical decision-making requires years of experience in order to develop an adequate level of competence to successfully engage in safe practice. While diagnostic and technical skills are essential, an awareness of the extent and limits of our own knowledge and skills is critical. The present study examines clinicians' subjective awareness in a diagnostic cardiac ultrasound task. Clinicians answered diagnostic and treatment related questions for a range of pathologies. Following these questions, clinicians indicated their level of confidence in their response. A comparison of response accuracy and confidence revealed that clinicians were generally overconfident in their responses. Critically, we observed that a clinician's overconfidence was negatively correlated with prior experience: clinicians that had more prior experience expressed less overconfidence in their performance such that some clinicians were in fact underconfident. We discuss the implications for training in medical education and decision-making.


Assuntos
Conscientização , Competência Clínica , Ecocardiografia/métodos , Educação Médica/organização & administração , Autoimagem , Tomada de Decisão Clínica , Ecocardiografia/normas , Educação Médica/normas , Conhecimentos, Atitudes e Prática em Saúde , Humanos , Treinamento por Simulação , Fatores de Tempo
10.
J Ultrasound Med ; 37(11): 2659-2665, 2018 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-29656607

RESUMO

OBJECTIVES: Although lung ultrasound (US) has been shown to have high diagnostic accuracy in patients presenting with acute dyspnea, its precision in critically ill patients is unknown. We investigated common areas of agreement and disagreement by studying 6 experts as they interpreted lung US studies in a cohort of intensive care unit (ICU) patients. METHODS: A previous study by our group asked experts to rate the quality of 150 lung US studies performed by 10 novices in a population of mechanically ventilated patients. For this study, experts were asked to interpret them without the clinical context, reporting the presence of pneumothorax, interstitial syndrome, consolidation, atelectasis, or pleural effusion. RESULTS: The rate of expert agreement depended on how it was defined, ranging from 51% (with a strict definition of agreement) to 57% (with a more liberal definition). Removing cases involving lung consolidation (the most common source of disagreement) improved the rates of agreement to 69% and 86%, respectively. CONCLUSIONS: The frequency of agreement was lower than might have been expected in this study. Several potential reasons are identified, chief among them the fact that ICU patients often develop multiple pulmonary insults, making agreement on a specific primary diagnosis challenging. This finding suggests that the utility of lung US in identifying the main contributing lung condition in ICU patients may be lower than in dyspneic patients encountered in the emergency department. It also raises the possibility that the clinical context is more important for lung US than other imaging modalities.


Assuntos
Competência Clínica/estatística & dados numéricos , Cuidados Críticos/métodos , Pneumopatias/diagnóstico por imagem , Respiração Artificial , Estudos de Coortes , Estado Terminal , Dispneia/etiologia , Humanos , Unidades de Terapia Intensiva , Pulmão/diagnóstico por imagem , Pneumopatias/complicações , Ontário , Reprodutibilidade dos Testes , Ultrassonografia
12.
J Ultrasound Med ; 35(1): 129-41, 2016 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-26657751

RESUMO

OBJECTIVES: This study sought to define the competencies in ultrasound knowledge and skills that are essential for medical trainees to master to perform ultrasound-guided central venous catheterization, thoracentesis, and paracentesis. METHODS: Experts in the 3 procedures were identified by a snowball technique through 3 Canadian tertiary academic health centers. Experts completed 2 rounds of surveys, including an 88-item central venous catheterization survey, a 96-item thoracentesis survey, and an 89-item paracentesis survey. For each item, experts were asked to determine whether the knowledge/skill described was essential, important, or marginal. Consensus on an item was defined as agreement by at least 80% of the experts. For items on which consensus was not reached during the first round of surveys, a second survey was created in which the experts were asked to rate the item in a binary fashion (essential/important versus marginal/unimportant). RESULTS: Of the 27 experts invited to complete each survey, 25 (93%) completed the central venous catheterization survey; 22 (81%) completed the thoracentesis survey; and 23 (85%) completed the paracentesis survey. The experts represented 8 specialties from 8 cities within Canada. A total of 22, 32, and 28 items were determined to be essential competencies for central venous catheterization, thoracentesis, and paracentesis, respectively, whereas 47, 38, and 42 competencies were determined to be important, and 8, 13, and 10 were determined to be marginal. The ability to perform real-time direct ultrasound guidance was considered essential only for the performance of central venous catheterization insertion. CONCLUSIONS: Our study presents expert consensus-derived ultrasound competencies that should be considered during the design and implementation of procedural skills training for learners.


Assuntos
Cateterismo Venoso Central/estatística & dados numéricos , Competência Clínica/estatística & dados numéricos , Paracentese/estatística & dados numéricos , Testes Imediatos/estatística & dados numéricos , Toracentese/estatística & dados numéricos , Ultrassonografia de Intervenção/estatística & dados numéricos , Atitude do Pessoal de Saúde , Canadá , Avaliação das Necessidades , Médicos/estatística & dados numéricos
13.
J Ultrasound Med ; 35(7): 1457-63, 2016 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-27246661

RESUMO

OBJECTIVES: Increased use of point-of-care ultrasound (US) requires the development of assessment tools that measure the competency of learners. In this study, we developed and tested a tool to assess the quality of point-of-care cardiac US studies performed by novices. METHODS: In phase 1, the Rapid Assessment of Competency in Echocardiography (RACE) scale was developed on the basis of structured interviews with subject matter experts; the tool was then piloted on a small series of US studies in phase 2. In phase 3, the tool was applied to a sample of 154 point-of-care US studies performed by 12 learners; each study was independently rated by 2 experts, with quantitative analysis subsequently performed. RESULTS: Evidence of the content validity of the RACE scale was supported by a consensus exercise, wherein experts agreed on the assessment dimensions and specific items that made up the RACE scale. The tool showed good inter-rater reliability. An analysis of inter-item correlations provided support for the internal structure of the scale, and the tool was able to discriminate between learners early in their point-of-care US learning and those who were more advanced in their training. CONCLUSIONS: The RACE scale provides a straightforward means to assess learner performance with minimal requirements for evaluator training. Our results support the conclusion that the tool is an effective means of making valid judgments regarding competency in point-of-care cardiac US.


Assuntos
Competência Clínica/estatística & dados numéricos , Ecocardiografia/métodos , Avaliação Educacional/métodos , Avaliação Educacional/normas , Sistemas Automatizados de Assistência Junto ao Leito , Ultrassom/educação , Avaliação Educacional/estatística & dados numéricos , Humanos , Reprodutibilidade dos Testes
16.
Intensive Care Med ; 50(2): 195-208, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-38112771

RESUMO

Pulmonary embolism (PE) is a common and important medical emergency, encountered by clinicians across all acute care specialties. PE is a relatively uncommon cause of direct admission to the intensive care unit (ICU), but these patients are at high risk of death. More commonly, patients admitted to ICU develop PE as a complication of an unrelated acute illness. This paper reviews the epidemiology, diagnosis, risk stratification, and particularly the management of PE from a critical care perspective. Issues around prevention, anticoagulation, fibrinolysis, catheter-based techniques, surgical embolectomy, and extracorporeal support are discussed.


Assuntos
Embolia Pulmonar , Humanos , Embolia Pulmonar/epidemiologia , Embolia Pulmonar/etiologia , Embolia Pulmonar/terapia , Unidades de Terapia Intensiva , Terapia Trombolítica/efeitos adversos , Cuidados Críticos , Embolectomia/métodos
17.
Diagnostics (Basel) ; 14(11)2024 May 22.
Artigo em Inglês | MEDLINE | ID: mdl-38893608

RESUMO

Deep learning (DL) models for medical image classification frequently struggle to generalize to data from outside institutions. Additional clinical data are also rarely collected to comprehensively assess and understand model performance amongst subgroups. Following the development of a single-center model to identify the lung sliding artifact on lung ultrasound (LUS), we pursued a validation strategy using external LUS data. As annotated LUS data are relatively scarce-compared to other medical imaging data-we adopted a novel technique to optimize the use of limited external data to improve model generalizability. Externally acquired LUS data from three tertiary care centers, totaling 641 clips from 238 patients, were used to assess the baseline generalizability of our lung sliding model. We then employed our novel Threshold-Aware Accumulative Fine-Tuning (TAAFT) method to fine-tune the baseline model and determine the minimum amount of data required to achieve predefined performance goals. A subgroup analysis was also performed and Grad-CAM++ explanations were examined. The final model was fine-tuned on one-third of the external dataset to achieve 0.917 sensitivity, 0.817 specificity, and 0.920 area under the receiver operator characteristic curve (AUC) on the external validation dataset, exceeding our predefined performance goals. Subgroup analyses identified LUS characteristics that most greatly challenged the model's performance. Grad-CAM++ saliency maps highlighted clinically relevant regions on M-mode images. We report a multicenter study that exploits limited available external data to improve the generalizability and performance of our lung sliding model while identifying poorly performing subgroups to inform future iterative improvements. This approach may contribute to efficiencies for DL researchers working with smaller quantities of external validation data.

18.
Intensive Care Med ; 50(1): 68-78, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-38172296

RESUMO

PURPOSE: Ilofotase alfa is a human recombinant alkaline phosphatase with reno-protective effects that showed improved survival and reduced Major Adverse Kidney Events by 90 days (MAKE90) in sepsis-associated acute kidney injury (SA-AKI) patients. REVIVAL, was a phase-3 trial conducted to confirm its efficacy and safety. METHODS: In this international double-blinded randomized-controlled trial, SA-AKI patients were enrolled < 72 h on vasopressor and < 24 h of AKI. The primary endpoint was 28-day all-cause mortality. The main secondary endpoint was MAKE90, other secondary endpoints were (i) days alive and free of organ support through day 28, (ii) days alive and out of the intensive care unit (ICU) through day 28, and (iii) time to death through day 90. Prior to unblinding, the statistical analysis plan was amended, including an updated MAKE90 definition. RESULTS: Six hundred fifty patients were treated and analyzed for safety; and 649 for efficacy data (ilofotase alfa n = 330; placebo n = 319). The observed mortality rates in the ilofotase alfa and placebo groups were 27.9% and 27.9% at 28 days, and 33.9% and 34.8% at 90 days. The trial was stopped for futility on the primary endpoint. The observed proportion of patients with MAKE90A and MAKE90B were 56.7% and 37.4% in the ilofotase alfa group vs. 64.6% and 42.8% in the placebo group. Median [interquartile range (IQR)] days alive and free of organ support were 17 [0-24] and 14 [0-24], number of days alive and discharged from the ICU through day 28 were 15 [0-22] and 10 [0-22] in the ilofotase alfa and placebo groups, respectively. Adverse events were reported in 67.9% and 75% patients in the ilofotase and placebo group. CONCLUSION: Among critically ill patients with SA-AKI, ilofotase alfa did not improve day 28 survival. There may, however, be reduced MAKE90 events. No safety concerns were identified.


Assuntos
Injúria Renal Aguda , Fosfatase Alcalina , Sepse , Humanos , Injúria Renal Aguda/tratamento farmacológico , Injúria Renal Aguda/etiologia , Fosfatase Alcalina/uso terapêutico , Unidades de Terapia Intensiva , Sepse/complicações , Sepse/tratamento farmacológico
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