Fully automated segmentation and tracking of the intima media thickness in ultrasound video sequences of the common carotid artery

Abstract—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 IMTmean ± 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

Reducing the environmental impact of surgery on a global scale: systematic review and co-prioritization with healthcare workers in 132 countries

Abstract Background Healthcare cannot achieve net-zero carbon without addressing operating theatres. The aim of this study was to prioritize feasible interventions to reduce the environmental impact of operating theatres. Methods This study adopted a four-phase Delphi consensus co-prioritization methodology. In phase 1, a systematic review of published interventions and global consultation of perioperative healthcare professionals were used to longlist interventions. In phase 2, iterative thematic analysis consolidated comparable interventions into a shortlist. In phase 3, the shortlist was co-prioritized based on patient and clinician views on acceptability, feasibility, and safety. In phase 4, ranked lists of interventions were presented by their relevance to high-income countries and low–middle-income countries. Results In phase 1, 43 interventions were identified, which had low uptake in practice according to 3042 professionals globally. In phase 2, a shortlist of 15 intervention domains was generated. In phase 3, interventions were deemed acceptable for more than 90 per cent of patients except for reducing general anaesthesia (84 per cent) and re-sterilization of ‘single-use’ consumables (86 per cent). In phase 4, the top three shortlisted interventions for high-income countries were: introducing recycling; reducing use of anaesthetic gases; and appropriate clinical waste processing. In phase 4, the top three shortlisted interventions for low–middle-income countries were: introducing reusable surgical devices; reducing use of consumables; and reducing the use of general anaesthesia. Conclusion This is a step toward environmentally sustainable operating environments with actionable interventions applicable to both high– and low–middle–income countries

What can we learn from the past? Pandemic healthcare workers’ fears, concerns and needs – a review

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.</p

The role of social media on psychological wellbeing from the perspectives of young people with type 1 diabetes and their caregivers: a qualitative study

This study explores the perceived influence of social media on psychological wellbeing in young people living with type 1 diabetes. Young people aged 13–20 years (N = 19) with type 1 diabetes and caregivers (diabetes healthcare providers and parents) (N = 8) took part in an online focus group or interview. Thematic analysis was used to analyse the data. Participants reflected on social media’s capacity to facilitate accessible peer learning and emotional support. Themes for young people centred on the emotional demand of perceiving diabetes products/diets, stigma, and ‘filtered’ peer profiles. Caregiver themes centred on the accuracy and trustworthiness of diabetes content. Caregivers perceive that young people find it difficult to be open about their condition online. Young people with type 1 diabetes reflected on how social media enables them to control their experience. Findings reflect the paradoxical nature of social media as a diabetes support aid, and practical implications of this are discussed

Workload for infection prevention and control teams in preventing nosocomial tuberculosis: an underestimated burden

Tuberculosis (TB) remains a leading cause of mortality with an estimated 1.5 million deaths globally in 2020.The control and prevention of TB in hospitals is achieved by administrative approaches (early investigations and diagnosis), engineering measures (isolation rooms) and personal respiratory protection. A hospital infection prevention and control (IPC) plan is crucial to ensure prompt detection and isolation of patients with suspected and confirmed TB to prevent cross-infection.</p

The revised cardiac risk index is associated with morbidity and mortality independent of injury severity in elderly patients with rib fractures

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\u3c0.001] or ≥3 [adj-IRR (95% CI): 3.07 (2.31-4.09), p\u3c0.001] 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

A genome-wide association study of atopic dermatitis identifies loci with overlapping effects on asthma and psoriasis

Atopic dermatitis (AD) is the most common dermatological disease of childhood. Many children with AD have asthma and AD shares regions of genetic linkage with psoriasis, another chronic inflammatory skin disease. We present here a genome-wide association study (GWAS) of childhood-onset AD in 1563 European cases with known asthma status and 4054 European controls. Using Illumina genotyping followed by imputation, we generated 268 034 consensus genotypes and in excess of 2 million single nucleotide polymorphisms (SNPs) for analysis. Association signals were assessed for replication in a second panel of 2286 European cases and 3160 European controls. Four loci achieved genome-wide significance for AD and replicated consistently across all cohorts. These included the epidermal differentiation complex (EDC) on chromosome 1, the genomic region proximal to LRRC32 on chromosome 11, the RAD50/IL13 locus on chromosome 5 and the major histocompatibility complex (MHC) on chromosome 6; reflecting action of classical HLA alleles. We observed variation in the contribution towards co-morbid asthma for these regions of association. We further explored the genetic relationship between AD, asthma and psoriasis by examining previously identified susceptibility SNPs for these diseases. We found considerable overlap between AD and psoriasis together with variable coincidence between allergic rhinitis (AR) and asthma. Our results indicate that the pathogenesis of AD incorporates immune and epidermal barrier defects with combinations of specific and overlapping effects at individual loci