Classification of Shredded Aluminium Scrap Metal Using Magnetic Induction Spectroscopy.

Recycling aluminium is essential for a circular economy, reducing the energy required and greenhouse gas emissions compared to extraction from virgin ore. A 'Twitch' waste stream is a mix of shredded wrought and cast aluminium. Wrought must be separated before recycling to prevent contamination from the impurities present in the cast. In this paper, we demonstrate magnetic induction spectroscopy (MIS) to classify wrought from cast aluminium. MIS measures the scattering of an oscillating magnetic field to characterise a material. The conductivity difference between cast and wrought makes it a promising choice for MIS. We first show how wrought can be classified on a laboratory system with 89.66% recovery and 94.96% purity. We then implement the first industrial MIS material recovery solution for sorting Twitch, combining our sensors with a commercial-scale separator system. The industrial system did not reflect the laboratory results. The analysis found three areas of reduced performance: (1) metal pieces correctly classified by one sensor were misclassified by adjacent sensors that only captured part of the metal; (2) the metal surface facing the sensor can produce different classification results; and (3) the choice of machine learning algorithm is significant with artificial neural networks producing the best results on unseen data.

Protocol for integrated solutions for healthy birth, growth and development: a cluster-randomised controlled trial to evaluate the effectiveness of a mixed nutrition intervention package in reducing child undernutrition in Lao People's Democratic Republic.

INTRODUCTION: While Lao People's Democratic Republic has seen economic gains in recent years, one-third of children aged 5 years and under are stunted. There is a need for evidence around clinically effective and cost-effective integrated nutrition-specific and nutrition-sensitive interventions in the local context. METHODS AND ANALYSIS: We aim to conduct a cluster-randomised control trial to test the effectiveness of an integrated package of community-based nutrition-specific and nutrition-sensitive interventions compared with the standard government package of nutrition actions. The trial will be in six districts within the province of Vientiane. We will recruit pregnant women in their third trimester and follow the children born to them every 6 months until 18 months of age. A total of 256 villages (serviced by 34 health centres) will be randomised to a control arm or an intervention arm using a minimisation algorithm. The primary outcome is the prevalence of stunting among children aged 6, 12 and 18 months. The secondary outcomes include prevalence of low birth weight and wasting among children aged 6, 12 and 18 months. Analyses for the primary and secondary outcomes will be conducted at the mother-infant dyad level and adjusted for the cluster randomisation. The difference in prevalence of low birth weight, wasting and stunting between control and intervention groups will be assessed using Pearson's χ2 tests and 95% CIs for the group difference, adjusted for clustering. ETHICS AND DISSEMINATION: The trial protocol was approved by the Alfred Human Research Ethic Committee (Ref: 227/16) and the Lao National Ethics Committee for Health Research (Ref: 81). The trial was registered with the Australian New Zealand Clinical Trials Registry on 28 April 2020 (ACTRN12620000520932). The results will be disseminated at different levels: study participants; the local community; other Lao stakeholders including policymakers; and an international audience. TRIAL REGISTRATION NUMBER: Australia New Zealand Clinical Trials Registry: ACTRN12620000520932.

The introduction of a mandatory mask policy was associated with significantly reduced COVID-19 cases in a major metropolitan city.

BACKGROUND: Whilst evidence of use of face masks in reducing COVID-19 cases is increasing, the impact of mandatory use across a large population has been difficult to assess. Introduction of mandatory mask use on July 22, 2020 during a resurgence of COVID-19 in Melbourne, Australia created a situation that facilitated an assessment of the impact of the policy on the epidemic growth rate as its introduction occurred in the absence of other changes to restrictions. METHODS AND FINDINGS: Exponential epidemic growth or decay rates in daily COVID-19 diagnoses were estimated using a non-weighted linear regression of the natural logarithm of the daily cases against time, using a linear spline model with one knot (lspline package in R v 3.6.3). The model's two linear segments pivot around the hinge day, on which the mask policy began to take effect, 8 days following the introduction of the policy. We used two forms of data to assess change in mask usage: images of people wearing masks in public places obtained from a major media outlet and population-based survey data. Potential confounding factors (including daily COVID-19 tests, number of COVID-19 cases among population subsets affected differentially by the mask policy-e.g., healthcare workers) were examined for their impact on the results. Daily cases fitted an exponential growth in the first log-linear segment (k = +0.042, s.e. = 0.007), and fitted an exponential decay in the second (k = -0.023, s.e. = 0.017) log-linear segment. Over a range of reported serial intervals for SARS-CoV-2 infection, these growth rates correspond to a 22-33% reduction in an effective reproduction ratio before and after mandatory mask use. Analysis of images of people in public spaces showed mask usage rose from approximately 43% to 97%. Analysis of survey data found that on the third day before policy introduction, 44% of participants reported "often" or "always" wearing a mask; on the fourth day after, 100% reported "always" doing so. No potentially confounding factors were associated with the observed change in growth rates. CONCLUSIONS: The mandatory mask use policy substantially increased public use of masks and was associated with a significant decline in new COVID-19 cases after introduction of the policy. This study strongly supports the use of masks for controlling epidemics in the broader community.

Centers for Disease Control and Prevention Public Health Response to Humanitarian Emergencies, 2007-2016.

Humanitarian emergencies, including complex emergencies associated with fragile states or areas of conflict, affect millions of persons worldwide. Such emergencies threaten global health security and have complicated but predictable effects on public health. The Centers for Disease Control and Prevention (CDC) Emergency Response and Recovery Branch (ERRB) (Division of Global Health Protection, Center for Global Health) contributes to public health emergency responses by providing epidemiologic support for humanitarian health interventions. To capture the extent of this emergency response work for the past decade, we conducted a retrospective review of ERRB's responses during 2007-2016. Responses were conducted across the world and in collaboration with national and international partners. Lessons from this work include the need to develop epidemiologic tools for use in resource-limited contexts, build local capacity for response and health systems recovery, and adapt responses to changing public health threats in fragile states. Through ERRB's multisector expertise and ability to respond quickly, CDC guides humanitarian response to protect emergency-affected populations.

Extension of overall survival beyond objective responses in patients with metastatic renal cell carcinoma treated with high-dose interleukin-2.

PURPOSE: In metastatic renal cell carcinoma (mRCC), survival benefit associated with objective response rates of 16-20 % with high-dose interleukin-2 (HDIL-2) is well established and discussed. Based on recently emerged data on efficacy of cancer immunotherapy, we hypothesized that the survival benefit with HDIL-2 extends beyond those achieving objective responses, i.e., to those who achieve stable disease as the best response to treatment. MATERIALS AND METHODS: All sequential treatment naïve mRCC patients treated with HDIL-2 at the University of Utah (1988-2013) and University of Michigan (1997-2013) were included. Best responses on treatment were associated with survival outcomes using log-rank and COX regression with a landmark analysis at 2 months. RESULTS: 391 patients (75 % male; median age 55 years) were included and belonged to the following prognostic risk categories: 20 % good, 64 % intermediate, and 15 % poor. Best responses on treatment were complete response (9 %), partial response (10 %), stable disease (32 %), progressive disease (42 %), and not evaluable for response (7 %). No significant differences in progression-free survival (HR 0.74, 95 % CI 0.48-1.1, p = 0.14) or overall survival (HR 0.66, 95 % CI 0.39-1.09, p = 0.11) were observed between patients achieving partial response versus stable disease. Significant differences in progression-free survival (HR 0.13, 95 % CI 0.09-0.22, p < 0.0001) and overall survival (HR 0.33, 95 % CI 0.23-0.48, p < 0.0001) were observed between patients achieving stable disease compared to those with progressive disease and who were not evaluable. CONCLUSIONS: Survival benefit with HDIL-2 is achieved in ~50 % patients and extends beyond those achieving objective responses.

Volunteering to help those less fortunate: Pathways for Australian GPs to acquire helpful knowledge and skills.

BACKGROUND: The high number of postgraduate global health courses, websites such as Global Health Gateway, annual conferences such as the Global Ideas Forum, and global health interest groups in all 20 Australian medical schools are indicators of increased interest among Australian doctors in working overseas. OBJECTIVE: This article provides an overview of the health situation in low-income and middle-income countries, and summarises current approaches to improving the health of those living in countries with a developing economy. Opportunities for overseas assignments by generalist medical doctors in emergency and non-emergency settings are described, and appropriate pathways to prepare for such work are outlined. DISCUSSION: The ideal training for overseas work is a Master or Diploma of Public Health, with a global health specialisation. These are available in 16 Australian and two New Zealand universities. Individual units can be taken as short courses, for example, in field epidemiology, maternal and child health, communicable diseases, nutrition, and health in complex emergencies.

So close: remaining challenges to eradicating polio.

The Global Polio Eradication Initiative, launched in 1988, is close to achieving its goal. In 2015, reported cases of wild poliovirus were limited to just two countries - Afghanistan and Pakistan. Africa has been polio-free for more than 18 months. Remaining barriers to global eradication include insecurity in areas such as Northwest Pakistan and Eastern and Southern Afghanistan, where polio cases continue to be reported. Hostility to vaccination is either based on extreme ideologies, such as in Pakistan, vaccination fatigue by parents whose children have received more than 15 doses, and misunderstandings about the vaccine's safety and effectiveness such as in Ukraine. A further challenge is continued circulation of vaccine-derived poliovirus in populations with low immunity, with 28 cases reported in 2015 in countries as diverse as Madagascar, Ukraine, Laos, and Myanmar. This paper summarizes the current epidemiology of wild and vaccine-derived poliovirus, and describes the remaining challenges to eradication and innovative approaches being taken to overcome them.

The Irish Kidney Gene Project--Prevalence of Family History in Patients with Kidney Disease in Ireland.

BACKGROUND: The prevalence of kidney disease (KD) due to inherited genetic conditions in Ireland is unknown. The aim of this study was to characterise an adult kidney disease population in Ireland and to identify familial clusters of kidney disease within the population. METHODS: This was a multicenter cross-sectional study of patients with kidney disease in the Republic of Ireland, from January 2014 to September 2014, recruiting from dialysis units and out-patient renal departments. A survey was performed by collecting data on etiology of kidney disease and whether a family history of kidney disease exists. Medical records were cross-referenced to confirm the etiology of kidney disease. RESULTS: A total of 1,840 patients were recruited with a mean age of 55.9 years (range 17-94.5) and a male predominance (n = 1,095; 59.5%). A positive family history was reported by 629 participants (34.2%). Excluding polycystic kidney disease (n = 134, 7.3%), a positive family history was reported by 495 participants (26.9%). Kidney disease due to an unknown etiology was the commonest etiology in the non-polycystic kidney disease group with a positive family history (10.6%, n = 67). Kidney diseases that are not classically associated with familial inheritance including tubulo-interstitial kidney disease, congenital abnormalities of the kidney and urinary tract and glomerulonephritis demonstrated familial clustering. CONCLUSION: In an Irish non-polycystic kidney disease population, 26.9% reports a positive family history. The commonest etiology of kidney disease in the positive family history cohort, excluding autosomal dominant polycystic kidney disease, was kidney disease due to unknown etiology. Examining families with kidney disease provides an opportunity to better understand disease pathogenesis and potentially identify genetic predispositions to kidney disease.

Potential for Early Fracture Risk Assessment in Patients with Metastatic Bone Disease using Parametric Response Mapping of CT Images.

Pathologic vertebral compression fractures (PVCF) cause significant morbidity in patients with bone metastases from breast cancer and other malignancies. Due to limitations of existing biochemical and imaging biomarkers, clinicians currently have no reliable metrics to identify patients with impending PVCF, impeding efforts to prevent this severe complication. To establish the feasibility of a new method for defining risk of PVCF, we retrospectively analyzed serial CT scans from five breast cancer patients using parametric response mapping (PRM) to quantify dynamic bone density changes that preceded an event. Vertebrae segmented from each scan were registered to vertebrae at the earliest time point (i.e. furthest from PVCF) and voxel classification accomplished using a predetermined threshold of change in HU values, resulting in relative volumes of increased (PRMHU+), decreased (PRMHU-), or unchanged (PRMHU0) attenuation. A total of seven PVCF were compared to un-diseased vertebrae in each patient serving as controls. Receiver operator curve (ROC) analysis identified optimal image acquisition and analysis times for group stratification. Bone density changes were visualized by an increasing trend in PRMHU+ as early as one year before fracture. PRMHU- demonstrated negligible changes over the course of the study. These observations were consistent with ROC results, showing poor performance of PRMHU- in stratifying PVCF versus control. As early as 6 months prior to PVCF, PRMHU+ was significantly larger (12.9 ± 11.6%) compared to control vertebrae (2.3 ± 2.5%), with an AUC of 0.918 from a receiver operator curve analysis. Mean HU changes were also significant between PVCF (+26.8 ± 26.9%) and control (-2.2 ± 22.0%) over the same period. PRM analysis of bone density changes using standard CT imaging was sensitive for spatially resolving bone remodeling which preceded structural failure in patients with breast cancer vertebral metastases.

The impact on child wasting of a capacity building project implemented by community and district health staff in rural Lao PDR.

Laos is a low-income food-deficit country with pockets of high levels of wasting in the highland areas. We implemented a 3-year health/nutrition project in 12 villages in the highlands of Savannakhet province to reduce acute malnutrition in children. Volunteer nutrition teams in each village monitored child growth and promoted healthy feeding practices; a multisectoral district committee conducted monthly outreach to assess child growth, manage acute malnutrition and deliver primary health care services. We conducted a cross-sectional assessment before project activities began and at the end of the project. The baseline survey randomly sampled 60% of all households; the endline assessment aimed to survey all eligible registered participants. Anthropometric measures were taken from children aged 6-59 months; mothers with children aged <12 months were asked about infant feeding practices, antenatal and post-partum care; and child immunizations were recorded for children aged between 0-23 months. At baseline, 721 households were sampled, while the endline assessment surveyed between 82% and 100% of eligible participants in each age group. Acute malnutrition reduced from 12.4% (95% CI: 10.4- 14.3) to 6.1% (4.9-7.3). Unhealthy feeding practices declined: in 2008, 40.0% (34.7-45.3) of mothers breastfed their newborn within 2 hours of birth and 30.8% (25.7-35.8) threw the colostrum away; in 2011, these figures were 72% and 8% respectively. Maternal care and child immunisation coverage also improved. Improving the health environment and child feeding practices appears to have markedly reduced the level of wasting. Unsafe feeding practices were common but readily changed by the community-based nutrition teams.

Oncotype dx results in multiple primary breast cancers.

PURPOSE: To determine whether multiple primary breast cancers have similar genetic profiles, specifically Oncotype Dx Recurrence Scores, and whether obtaining Oncotype Dx on each primary breast cancer affects chemotherapy recommendations. METHODS: A database of patients with hormone receptor-positive, lymph node-negative, breast cancer was created for those tumors that were sent for Oncotype Dx testing from the University of Michigan Health System from 1/24/2005 to 2/25/2013. Retrospective chart review abstracted details of tumor location, histopathology, distance between tumors, Oncotype Dx results, and chemotherapy recommendations. RESULTS: Six hundred and sixty-six patients for whom Oncotype Dx testing was sent were identified, with 22 patients having multiple breast tumor specimens sent. Of the 22 patients who had multiple samples sent for analysis, chemotherapy recommendations were changed in 6 of 22 patients (27%) based on significant differences in Oncotype Dx Recurrence Scores. Qualitatively, there seems to be a greater difference in genetic profile in tumors appearing simultaneously on different breasts when compared to multiple tumors on the same breast. There was no association between distance between tumors and difference in Oncotype Dx scores for tumors on the same breast. CONCLUSIONS: Oncotype Dx testing on multiple primary breast cancers altered management in regards to chemotherapy recommendations and should be considered for multiple primary breast cancers.

Use of health information technology (HIT) to improve statin adherence and low-density lipoprotein cholesterol goal attainment in high-risk patients: proceedings from a workshop.

The workshop discussions focused on how low-density lipoprotein cholesterol (LDL-C) goal attainment can be enhanced with the use of health information technology (HIT) in different clinical settings. A gap is acknowledged in LDL-C goal attainment, but because of the passage of the American Recovery & Reinvestment Act and the Health Information Technology for Economic and Clinical Health Acts there is now reason for optimism that this gap can be narrowed. For HIT to be effectively used to achieve treatment goals, it must be implemented in a setting in which the health care team is fully committed to achieving these goals. Implementation of HIT alone has not resulted in reducing the gap. It is critical to build an effective management strategy into the HIT platform without increasing the overall work/time burden on staff. By enhancing communication between the health care team and the patient, more timely adjustments to treatment plans can be made with greater opportunity for LDL-C goal attainment and improved efficiency in the long run. Patients would be encouraged to take a more active role. Support tools are available. The National Lipid Association has developed a toolkit designed to improve patient compliance and could be modified for use in an HIT system. The importance of a collaborative approach between nongovernmental organizations such as the National Lipid Association, National Quality Forum, HIT partners, and other members of the health care industry offers the best opportunity for long-term success and the real possibility that such efforts could be applied to other chronic conditions, for example, diabetes and hypertension.

Radiation oncology quality: aggressiveness of cancer care near the end of life.

PURPOSE: Quality in cancer care is an issue that has come to the forefront over the past decade. Although the American Society of Clinical Oncology has developed extensive quality metrics and goals, such as limiting chemotherapy being provided within the last 14 days of a patient's life, there are no similar quality metrics, and few data, in the field of radiation oncology. METHODS: In this study, morbidity and mortality records from 2008 to 2011 were reviewed for patients at Indiana University who received radiation therapy (RT) within 30 days of death; 63 patients met those criteria. RESULTS: Analysis showed that 22.2% of patients had Karnofsky Performance Status Scale scores >80, whereas 66.7% of patients had scores < 60. Just over half of patients (52%) were still on treatment at death, and more than half of patients (54%) had completed less than half of their original RT plans. Six patients had their final treatments on the days of their deaths, and another 43 patients had their last treatments within 10 days of death. Forty-eight percent of patients received RT for less than one-fifth of their final month of life and 21% for more than half of their last month alive. CONCLUSIONS: These data are valuable in ongoing discussions of RT use at the end of life, especially as related to hospice underutilization.

Promoting safer sexual practices among expectant fathers in the Lao People's Democratic Republic.

Men's decisions and behaviours influence the sexual, reproductive and maternal health of women and the health of their families, but men are rarely included in reproductive and maternal health care services. Men's attendance at antenatal care has the potential to prevent women from becoming infected with HIV during pregnancy and post-partum, when they are more vulnerable to infection and have a high risk of transmission to the infant. Greater involvement of men requires an understanding of social, cultural and organisational barriers in different contexts. In 2006, the Burnet Institute undertook fieldwork to inform a pilot project to encourage expectant fathers to attend antenatal care. A local Lao team conducted focus group discussions and interviews in Vientiane with expectant fathers, pregnant women, older women and health care providers. It was found that myths about the dangers of sex during pregnancy and women's decreased desire resulted in periods of sexual abstinence. Participants reported that unprotected extramarital sex was common but difficult for couples to discuss. Men lacked knowledge about sexually transmitted infections, including HIV. Men wanted information so they could better protect the health of their partners and babies during and after pregnancy, and reported being willing to attend antenatal care when invited. Our findings have useful implications for policy and implementation.