ABSTRACT
OBJECTIVES: To provide a narrative review of hospital violence (HV) and its impact on critical care clinicians. DATA SOURCES: Detailed search strategy using PubMed and OVID Medline for English language articles describing HV, risk factors, precipitating events, consequences, and mitigation strategies. STUDY SELECTION: Studies that specifically addressed HV involving critical care medicine clinicians or their practice settings were selected. The time frame was limited to the last 15 years to enhance relevance to current practice. DATA EXTRACTION: Relevant descriptions or studies were reviewed, and abstracted data were parsed by setting, clinician type, location, social media events, impact, outcomes, and responses (agency, facility, health system, individual). DATA SYNTHESIS: HV is globally prevalent, especially in complex care environments, and correlates with a variety of factors including ICU stay duration, conflict, and has recently expanded to out-of-hospital occurrences; online violence as well as stalking is increasingly prevalent. An overlap with violent extremism and terrorism that impacts healthcare facilities and clinicians is similarly relevant. A number of approaches can reduce HV occurrence including, most notably, conflict management training, communication initiatives, and visitor flow and access management practices. Rescue training for HV occurrences seems prudent. CONCLUSIONS: HV is a global problem that impacts clinicians and imperils patient care. Specific initiatives to reduce HV drivers include individual training and system-wide adaptations. Future methods to identify potential perpetrators may leverage machine learning/augmented intelligence approaches.
Subject(s)
Critical Care , Humans , Critical Care/methods , Intensive Care Units , Risk Factors , Workplace Violence/prevention & control , Workplace Violence/statistics & numerical data , Violence/prevention & controlABSTRACT
Airway management, a defined procedural and cognitive skillset embracing routine tracheal intubation and emergency airway rescue, is most often acquired through an apprenticeship model of opportunistic learning during anesthesia or acute care residency training. This training engages a host of modalities to teach and embed skill sets but is generally time- and location-constrained. Virtual reality (VR)-based simulation training offers the potential for reproducible and asynchronous skill acquisition and maintenance, an advantage that may be important with restricted trainee work hours and low frequency but high-risk events. In the absence of a formal curriculum from training bodies-or expert guidance from medical professional societies-local initiatives have filled the VR training void in an unstructured fashion. We undertook a scoping review to explore current VR-based airway management training programs to assess their approach, outcomes, and technologies to discover programming gaps. English-language publications addressing any aspect of VR simulation training for airway management were identified across PubMed, Embase, and Scopus. Relevant articles were used to craft a scoping review conforming to the Scale for quality Assessment of Narrative Review Articles (SANRA) best-practice guidance. Fifteen studies described VR simulation programs to teach airway management skills, including flexible fibreoptic bronchoscopic intubation (n = 10), direct laryngoscopy (n = 2), and emergency cricothyroidotomy (n = 1). All studies were single institution initiatives and all reported different protocols and end points using bespoke applications of commercial technology or homegrown technologic solutions. VR-based simulation for airway management currently occurs outside of a formal curriculum structure, only for specific skill sets, and without a training pathway for educators. Medical educators with simulation training and medical professional societies with content expertise have the opportunity to develop consensus guidelines that inform training curricula as well as specialty technology use.
Subject(s)
Simulation Training , Virtual Reality , Curriculum , Computer Simulation , Simulation Training/methods , Airway Management , Clinical CompetenceABSTRACT
Communication failure is a common root cause of adverse clinical events. Problematic communication domains are difficult to decipher, and communication improvement strategies are scarce. This study compared perioperative incident reports (IR) identifying potential communication failures with the results of a contemporaneous peri-operative Relational Coordination (RC) survey. We hypothesised that IR-prevalent themes would map to areas-of-weakness identified in the RC survey. Perioperative IRs filed between 2018 and 2020 (n = 6,236) were manually reviewed to identify communication failures (n = 1049). The IRs were disaggregated into seven RC theory domains and compared with the RC survey. Report disaggregation ratings demonstrated a three-way inter-rater agreement of 91.2%. Of the 1,049 communication failure-related IRs, shared knowledge deficits (n = 479, 46%) or accurate communication (n = 465, 44%) were most frequently identified. Communication frequency failures (n = 3, 0.3%) were rarely coded. Comparatively, shared knowledge was the weakest domain in the RC survey, while communication frequency was the strongest, correlating well with our IR data. Linking IR with RC domains offers a novel approach to assessing the specific elements of communication failures with an acute care facility. This approach provides a deployable mechanism to trend intra- and inter-domain progress in communication success, and develop targeted interventions to mitigate against communication failure-related adverse events.
Subject(s)
Interprofessional Relations , Risk Management , Humans , Surveys and QuestionnairesABSTRACT
INTRODUCTION: Damage to the thoracic cage is common in the injured patient, both when the injuries are confined to this single cavity and as part of the overall injury burden of a polytraumatized patient. In a subset of these patients, the severity of injury to the intrathoracic viscera is either underappreciated at admission or blossom over the following 48-72 h. The ability to promptly identify these patients and abrogate complications therefore requires triage of such at-risk patients to close monitoring in a critical care environment. At our institution, this triage hinges on the Pain, Inspiratory effort, Cough (PIC) score, which generates a composite unitless score from a nomogram which aggregates several variables-patient-reported Pain visual analog scale, Incentive spirometry effort, and the perceived adequacy of Cough. We thus sought to audit PIC's discriminant power in predicting intensive care unit (ICU) need. METHODS: This retrospective cohort study was performed at an urban, academic, level 1 trauma center. All isolated chest wall injuries (excluded any Abbreviated Injury Score >2 in head or abdomen) from January 2020 to June 2021 were identified in the local trauma registry. The electronic medical record was queried for standard demographics, admission PIC score, postadmission destination, ICU and hospital length of stay (LOS), and any unplanned admissions to the ICU. Chi-squared tests were used to determine differences between PIC score outcomes and the recursive partitioning method correlated admission PIC score to ICU LOS. RESULTS: Two hundred and thirty six isolated chest wall injury patients were identified, of whom 194 were included in the final analysis. The median age was 60 (interquartile range [IQR] 50-74) years, 63.1% were male, and the median (IQR) number of rib fractures was 3.0 (2.0-5.0). A cutoff PIC score of 7 or lower was associated with ICU admission (odds ratio [OR] 95% CI: 8.19 [3.39-22.55], P < 0.001 with a PPV = 41.4%, NPV = 91%), and with ICU admission for greater than 48 h [OR (95% CI): 26.86 (5.5-43.96), P < 0.001, with a PPV = 25.9%, NPV = 98.7%] but not anatomic injury severity score, hospital LOS or ICU, or the requirement for mechanical ventilation. The association between PIC score 7 or below and the presence of bilateral fractures, flail chest, or sternal fracture did not meet statistical significance. The accurate cut point of the PIC score to predict ICU admission over 48 h in our retrospective cohort was calculated as PIC ≤ 7 for P = 0.013 and PIC ≤ 6 for P = 0.001. CONCLUSIONS: Patients with isolated chest wall injuries require effective reproducible triage for ICU-level care. The PIC score appears to be a moderate discriminator of critical care need, per se, as judged by our recorded complication rate requiring critical care intervention. This vigilance may pay dividends in early detection and abrogation of respiratory failure emergencies. Furthermore, PIC score delineation for ICU need appears to be appropriate at 7 or less; this threshold can be used during admission triage to guide care.
Subject(s)
Thoracic Injuries , Thoracic Wall , Aged , Cough/complications , Critical Care , Female , Humans , Injury Severity Score , Intensive Care Units , Length of Stay , Male , Middle Aged , Pain , Retrospective Studies , Thoracic Injuries/complications , Thoracic Injuries/diagnosis , Thoracic Injuries/therapy , Triage/methodsABSTRACT
OBJECTIVE: Immersive virtual reality (IVR) can be utilized to provide low cost and easily accessible simulation on all aspects of surgical education. In addition to technical skills training in surgery, IVR simulation has been utilized for nontechnical skills training in domains such as clinical decision-making and pre-operative planning. This systematic review examines the current literature on the effectiveness of IVR for nontechnical skill acquisition in surgical education. DESIGN: A literature search was performed using MEDLINE, EMBASE, and Web of Science for primary studies published between January 1, 1995 and February 9, 2022. Four reviewers screened titles, abstracts, full texts, extracted data, and analyzed included studies to answer 5 key questions: How is IVR being utilized in nontechnical skills surgical education? What is the methodological quality of studies? What technologies are being utilized? What metrics are reported? What are the findings of these studies? RESULTS: The literature search yielded 2340 citations, with 12 articles included for qualitative synthesis. Of included articles, 33% focused on clinical decision-making and 67% on anatomy/pre-operative planning. Motion sickness was a recorded metric in 25% of studies, with an aggregate incidence of 13% (11/87). An application score was reported in 33% and time to completion in 16.7%. A commercially developed application was utilized in 25%, while 75% employed a noncommercial application. The Oculus Rift was used in 41.7% of studies, HTC Vive in 25%, Samsung Gear in 16.7% of studies, Google Daydream in 8%, and 1 study did not report. The mean Medical Education Research Quality Instrument (MERSQI) score was 10.3 ± 2.3 (out of 18). In all studies researching clinical decision-making, participants preferred IVR to conventional teaching methods and in a nonrandomized control study it was found to be more effective. Averaged across all studies, mean scores were 4.33 for enjoyment, 4.16 for utility, 4.11 for usability, and 3.73 for immersion on a 5-point Likert scale. CONCLUSIONS: The IVR nontechnical skills applications for surgical education are designed for clinical decision-making or anatomy/pre-operative planning. These applications are primarily noncommercially produced and rely upon a diverse array of HMDs for content delivery, suggesting that development is primarily coming from within academia and still without clarity on optimal utilization of the technology. Excitingly, users find these applications to be immersive, enjoyable, usable, and of utility in learning. Although a few studies suggest that IVR is additive or superior to conventional teaching or imaging methods, the data is mixed and derived from studies with weak design. Motion sickness with IVR remains a complication of IVR use needing further study to determine the cause and means of mitigation.
Subject(s)
Motion Sickness , Simulation Training , Virtual Reality , Humans , Clinical Competence , Computer Simulation , Simulation Training/methodsABSTRACT
SIGNIFICANCE: Perioperative handoffs interconnect the preoperative, intraoperative, and postoperative phases underlying surgical care to maintain care continuity -yet are prone to coordination and communication failures. OBJECTIVE: To synthesize evidence on factors affecting the safety and quality of perioperative handoff conduct and process. MATERIALS AND METHODS: A search of PubMed, EMBASE, and CINAHL was conducted to include observational, descriptive studies of preoperative, intraoperative, and postoperative handoffs published in English language, peer-reviewed journals. Data analysis was informed by the Systems Engineering Initiative for Patient Safety (SEIPS) framework describing the relationship between the work-system, work processes, and outcomes. Study quality was assessed using the Quality Scoring System. RESULTS: Twenty-three studies were included. Eighteen studies focused on postoperative handoffs, with one on preoperative, three on intraoperative and only one that looked at preoperative/postoperative handoffs combined. The SEIPS framework elucidated the complex inter-related factors (enablers and barriers) related to perioperative handoff safety. While some studies found that the use of standardized handoff tools and protocols and interdisciplinary teamwork were frequently-reported enablers, other studies identified the lack of structured handoff tools and protocols, poor teamwork and communication, and improper use of documentation tools were top-cited barriers affecting handoff quality. Suggestions to ensure handoff safety and quality included implementing structured handoff checklists and protocols and building interprofessional teamwork competencies for effective communication. DISCUSSION AND CONCLUSION: Our review highlights an urgency to develop more holistic sociotechnical solutions that can create and sustain a balance between technical innovations in tools and technologies and the non-technical interventions/training needed to improve interpersonal relations and teamwork competencies - taken together, can improve the quality and safety of perioperative handoff practice.
Subject(s)
Patient Handoff , Humans , Continuity of Patient Care , Checklist , Communication , LanguageABSTRACT
PURPOSE: For some surgical conditionns and scientific questions, the "real world" effectiveness of surgical patient care may be better explored using a multi-institutional time-bound observational cohort assessment approach (termed a "snapshot audit") than by retrospective review of administrative datasets or by prospective randomized control trials. We discuss when this might be the case, and present the key features of developing, deploying, and assessing snapshot audit outcomes data. METHODS: A narrative review of snapshot audit methodology was generated using the Scale for the Assessment of Narrative Review Articles (SANRA) guideline. Manuscripts were selected from domains including: audit design and deployment, statistical analysis, surgical therapy and technique, surgical outcomes, diagnostic testing, critical care management, concomitant non-surgical disease, implementation science, and guideline compliance. RESULTS: Snapshot audits all conform to a similar structure: being time-bound, non-interventional, and multi-institutional. A successful diverse steering committee will leverage expertise that includes clinical care and data science, coupled with librarian services. Pre-published protocols (with specified aims and analyses) greatly helps site recruitment. Mentored trainee involvement at collaborating sites should be encouraged through manuscript contributorship. Current funding principally flows from medical professional organizations. CONCLUSION: The snapshot audit approach to assessing current care provides insights into care delivery, outcomes, and guideline compliance while generating testable hypotheses.
Subject(s)
Prospective Studies , Humans , Retrospective Studies , Observational Studies as TopicABSTRACT
OBJECTIVE: Adverse events in the perioperative environment, a potential risk to patients, may be mitigated by nurturing staff adaptability and resiliency. An activity called "One Safe Act" (OSA) was developed to capture and highlight proactive safety behaviors that staff use in their daily practice to promote safe patient care. METHODS: One Safe Act is conducted in-person in the perioperative environment by a facilitator. The facilitator gathers an ad hoc group of perioperative staff in the work unit. The activity is run as follows: staff introductions, purpose/instructions of the activity, participants self-reflect about their OSA (proactive safety behavior) and record it as free text in an online survey tool, the group debriefs with each person sharing their OSA, and the activity is concluded by summarizing behavioral themes. Each participant completed an attitudinal assessment to understand changes in safety culture perception. RESULTS: From December 2020 to July 2021, a total of 140 perioperative staff participated (21%, 140/657) over 28 OSA sessions with 136 (97%, 140/136) completing the attitudinal assessment. A total of 82% (112/136), 88% (120/136), and 90% (122/136) agreed that this activity would change their practices related to patient safety, improve their work unit's ability to deliver safe care, and demonstrated their colleagues' commitment to patient safety, respectively. CONCLUSIONS: The OSA activity is participatory and collaborative to build shared, new knowledge, and community practices focused on proactive safety behaviors. The OSA activity achieved this goal with a near universal acceptance of the activity in promoting an intent to change personal practice and increasing engagement and commitment to safety culture.
Subject(s)
Patient Safety , Perioperative Care , Humans , Surveys and QuestionnairesABSTRACT
BACKGROUND: Risk factors for mortality and in-hospital morbidity among geriatric patients with traumatic rib fractures remain unclear. Such patients are often frail and demonstrate a high comorbidity burden. Moreover, outcomes anticipated by current rubrics may reflect the influence of multisystem injury or surgery, and thus not apply to isolated injuries in geriatric patients. We hypothesized that the Revised Cardiac Risk Index (RCRI) may assist in risk-stratifying geriatric patients following rib fracture. METHODS: All geriatric patients (age ≥65 years) with a conservatively managed rib fracture owing to an isolated thoracic injury (thorax AIS ≥1), in the 2013-2019 TQIP database were assessed including demographics and outcomes. The association between the RCRI and in-hospital morbidity as well as mortality was analyzed using Poisson regression models while adjusting for potential confounders. RESULTS: 96,750 geriatric patients sustained rib fractures. Compared to those with RCRI 0, patients with an RCRI score of 1 had a 16% increased risk of in-hospital mortality [adjusted incidence rate ratio (adj-IRR), 95% confidence interval (CI): 1.16 (1.02-1.32), p=0.020]. An RCRI score of 2 [adj-IRR (95% CI): 1.72 (1.44-2.06), p<0.001] or ≥3 [adj-IRR (95% CI): 3.07 (2.31-4.09), p<0.001] was associated with an even greater mortality risk. Those with an increased RCRI also exhibited a higher incidence of myocardial infarction, cardiac arrest, stroke, and acute respiratory distress syndrome. CONCLUSIONS: Geriatric patients with rib fractures and an RCRI ≥1 represent a vulnerable and high-risk group. This index may inform the decision to admit for inpatient care and can also guide patient and family counseling as well as computer-based decision-support.
Subject(s)
Myocardial Infarction , Rib Fractures , Thoracic Injuries , Humans , Aged , Rib Fractures/complications , Morbidity , Thoracic Injuries/complications , Myocardial Infarction/epidemiology , Risk Factors , Retrospective Studies , Injury Severity ScoreABSTRACT
Importance: The perioperative environment is hazardous, but patients remain safe with a successful outcome during their care due to staff adaptability and resiliency. The behaviors that support this adaptability and resilience have yet to be defined or analyzed. One Safe Act (OSA), a tool and activity developed to capture self-reported proactive safety behaviors that staff use in their daily practice to promote individual and team-based safe patient care, may allow for improved definition and analysis of these behaviors. Objective: To thematically analyze staff behaviors using OSA to understand what may serve as the basis for proactive safety in the perioperative environment. Design, Setting, and Participants: This qualitative thematic analysis included a convenience sample of perioperative staff at a single-center, tertiary care academic medical center who participated in an OSA activity during a 6-month period in 2021. All perioperative staff were eligible for inclusion. A combined deductive approach, based on a human factor analysis and classification framework, as well as an inductive approach was used to develop themes and analyze the self-reported staff safety behaviors. Exposures: Those selected to participate were asked to join an OSA activity, which was conducted in-person by a facilitator. Participants were to self-reflect about their OSA (proactive safety behavior) and record their experience as free text in an online survey tool. Main Outcome and Measures: The primary outcome was the development and application of a set of themes to describe proactive safety behaviors in the perioperative environment. Results: A total of 140 participants (33 nurses [23.6%] and 18 trainee physicians [12.9%]), which represented 21.3% of the 657 total perioperative department full-time staff, described 147 behaviors. A total of 8 non-mutually exclusive themes emerged with the following categories and frequency of behaviors: (1) routine-based adaptations (46 responses [31%]); (2) resource availability and assessment adaptations (31 responses [21%]); (3) communication and coordination adaptation (23 responses [16%]); (4) environmental ergonomics adaptation (17 responses [12%]); (5) situational awareness adaptation (12 responses [8%]); (6) personal or team readiness adaptation (8 responses [5%]); (7) education adaptation (5 responses [3%]); and (8) social awareness adaptation (5 responses [3%]). Conclusions and Relevance: The OSA activity elicited and captured proactive safety behaviors performed by staff. A set of behavioral themes were identified that may serve as the basis for individual practices of resilience and adaptability that promote patient safety.
Subject(s)
Patient Safety , Physicians , Humans , Patients , Surveys and QuestionnairesABSTRACT
BACKGROUND: Health care workers (HCWs) have been engaged in fighting dangerous epidemics for hundreds of years, more recently in severe acute respiratory syndrome, H1N1, Middle East respiratory syndrome, and now coronavirus disease 2019. A consistent feature of epidemic disease results is that health care systems and HCWs are placed under immense strain. METHODS: A focused narrative review was conducted using Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines to examine the main concerns and anxieties faced by HCWs during recent epidemics and to determine the supports deemed most important to those HCWs to keep them at the frontline. PubMed, Web of Science, and the Cochrane Library were searched in March 2020 using terms "Healthcare" OR "Medical" AND "Staff" OR "Workers" OR "Front line" AND "Concerns" OR "Anxiety" OR "Stress" AND "Pandemic" Or "Epidemic." RESULTS: Twenty-five studies that reported the concerns and expectations of an estimated 13,793 HCWs in 10 countries (Canada, China, Greece, Hong Kong, Japan, Liberia, Netherlands, Saudi Arabia, Singapore and Taiwan) during pandemic situations were identified. Health care workers identified personal and family safety, appreciation, and the provision of personal protective equipment and adequate rest as primary concerns. Informal psychological supports were favored over formal employment-based group interventions. DISCUSSION: Despite being hailed by the media as heroes, HCWs face social stigmatization and experienced high levels of anxiety and fear regarding personal safety and the health of their colleagues and family. Health care workers are more likely to seek peer-to-peer psychological support but also benefit from knowing that formal psychological supports are available to them.
Subject(s)
COVID-19 , Influenza A Virus, H1N1 Subtype , Fear , Health Personnel , Humans , Pandemics , SARS-CoV-2ABSTRACT
BACKGROUND: Perioperative medication errors (MEs) are complex, multifactorial, and a significant source of in-hospital patient morbidity. Anesthesiologists' awareness of error and the potential for harm is not well understood, nor is their attitude to reporting and disclosure. Anesthesiologists are not routinely exposed to medication safety training. METHODS: Ten clinical vignettes, describing an ME or a near miss, were developed using eDelphi consensus. An online survey instrument presented these vignettes to anesthesiologists along with a series of questions assessing error awareness, potential harm severity, the likelihood of reporting, and the likelihood of open disclosure to the patient. The study also explored the influence of prior medication safety training. RESULTS: Eighty-nine anesthesiologists from 14 hospitals across Ireland (53.9% were residents, and 46.1% were attendings) completed the survey. Just 35.6% of anesthesiologists recalled having had medication safety training, more commonly among residents than attendings, although this failed to reach significance (P < 0.081). Medication error awareness varied with the vignette presented. Harm severity assessment was positively associated with error awareness. The likelihood of patient disclosure and incident reporting was both low and independent of harm severity assessment. CONCLUSIONS: Perioperative ME awareness and assessment of potential harm by anesthesiologists is variable. Self-reported rates of incident reporting and error disclosure fall short of the standards that might apply in an environment focused on candor and safety. An extensive education program is required to raise awareness of error and embed appropriate reporting and disclosure behaviors. Vignettes, designed by consensus, may be valuable in the delivery of such a curriculum.
Subject(s)
Anesthesiology , Anesthesiologists , Humans , Medication Errors/prevention & control , Risk Management , Truth DisclosureABSTRACT
Background: Hip fractures often occur in frail patients with several comorbidities. In those undergoing emergency surgery, determining the optimal anesthesia modality may be challenging, with equipoise concerning outcomes following either spinal or general anesthesia. In this study, we investigated the association between mode of anesthesia and postoperative morbidity and mortality with subgroup analyses. Methods: This is a retrospective study using all consecutive adult patients who underwent emergency hip fracture surgery in Orebro County, Sweden, between 2013 and 2017. Patients were extracted from the Swedish National Hip Fracture Registry, and their electronic medical records were reviewed. The association between the type of anesthesia and 30-day and 90-day postoperative mortality, as well as in-hospital severe complications (Clavien-Dindo classification ≥3a), was analyzed using Poisson regression models with robust SEs, while the association with 1-year mortality was analyzed using Cox proportional hazards models. All analyses were adjusted for potential confounders. Results: A total of 2437 hip fracture cases were included in the study, of whom 60% received spinal anesthesia. There was no statistically significant difference in the risk of 30-day postoperative mortality (adjusted incident rate ratio (IRR) (95% CI): 0.99 (0.72 to 1.36), p=0.952), 90-day postoperative mortality (adjusted IRR (95% CI): 0.88 (0.70 to 1.11), p=0.281), 1-year postoperative mortality (adjusted HR (95% CI): 0.98 (0.83 to 1.15), p=0.773), or in-hospital severe complications (adjusted IRR (95% CI): 1.24 (0.85 to 1.82), p=0.273), when comparing general and spinal anesthesia. Conclusions: Mode of anesthesia during emergency hip fracture surgery was not associated with an increased risk of postoperative mortality or in-hospital severe complications in the study population or any of the investigated subgroups.Level of evidence: Therapeutic/Care Management, level III.
ABSTRACT
BACKGROUND: The novice anaesthesiology trainee must rapidly assimilate the cognitive, technical and non-technical skills necessary to competently respond to critical events in their new role. Providing trainees with the safe and controlled environment of high-fidelity patient simulation is one method to compensate for gaps in trainee experience, offering the potential for effective training. An anaesthesiology boot camp was set up to increase the knowledge, clinical, technical and non-technical competencies of the novice trainee, creating a framework for their future learning and practice. Anaesthetic nurses also attended to incorporated teamwork and collaboration into the boot camp. METHODS: Seven novice anaesthesiology trainees and 3 anaesthetic nurses attended 3 4-h boot camp sessions. The boot camp consisted of the following: (1) interactive didactic lectures; (2) task-trainer technical skills teaching; and, (3) high-fidelity simulations. Pre- and post-course evaluation forms including a multiple-choice-questions (MCQ) assessing knowledge were completed. RESULTS: Nine participants fully completed the boot camp. There was a significant increase in post-MCQ score (p = 0.001). Feedback from participants included "well organised", "helpful" and "structured approach" with all participants agreeing or strongly agreeing that it was relevant training for their practice. DISCUSSION: We have created the first Irish anaesthesiology boot camp, demonstrating the important role that simulation has in enhancing medical education. Our results showed both knowledge attainment and participant satisfaction in this method of learning. Anaesthesiology boot camps are the ideal method to provide novice trainees with a framework for their initial introduction into anaesthesia.
Subject(s)
Anesthesiology/methods , Education, Medical/standards , Female , Humans , MaleSubject(s)
Emergencies , Operating Rooms , Academic Medical Centers , Airway Management , Emergency Service, Hospital , HumansABSTRACT
The robust identification and measurement of the intima media thickness (IMT) has a high clinical relevance because it represents one of the most precise predictors used in the assessment of potential future cardiovascular events. To facilitate the analysis of arterial wall thickening in serial clinical investigations, in this paper we have developed a novel fully automatic algorithm for the segmentation, measurement, and tracking of the intima media complex (IMC) in B-mode ultrasound video sequences. The proposed algorithm entails a two-stage image analysis process that initially addresses the segmentation of the IMC in the first frame of the ultrasound video sequence using a model-based approach; in the second step, a novel customized tracking procedure is applied to robustly detect the IMC in the subsequent frames. For the video tracking procedure, we introduce a spatially coherent algorithm called adaptive normalized correlation that prevents the tracking process from converging to wrong arterial interfaces. This represents the main contribution of this paper and was developed to deal with inconsistencies in the appearance of the IMC over the cardiac cycle. The quantitative evaluation has been carried out on 40 ultrasound video sequences of the common carotid artery (CCA) by comparing the results returned by the developed algorithm with respect to ground truth data that has been manually annotated by clinical experts. The measured IMT(mean) ± standard deviation recorded by the proposed algorithm is 0.60 mm ± 0.10, with a mean coefficient of variation (CV) of 2.05%, whereas the corresponding result obtained for the manually annotated ground truth data is 0.60 mm ± 0.11 with a mean CV equal to 5.60%. The numerical results reported in this paper indicate that the proposed algorithm is able to correctly segment and track the IMC in ultrasound CCA video sequences, and we were encouraged by the stability of our technique when applied to data captured under different imaging conditions. Future clinical studies will focus on the evaluation of patients that are affected by advanced cardiovascular conditions such as focal thickening and arterial plaques.