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The use of artificial intelligence to assess diabetic eye disease among the Greenlandic population. 利用人工智能评估格陵兰岛居民的糖尿病眼病。
IF 1.3 4区 医学 Q2 Social Sciences Pub Date : 2024-12-01 Epub Date: 2024-02-15 DOI: 10.1080/22423982.2024.2314802
Trine Jul Larsen, Maria Bråthen Pettersen, Helena Nygaard Jensen, Michael Lynge Pedersen, Henrik Lund-Andersen, Marit Eika Jørgensen, Stine Byberg

Background: Retina fundus images conducted in Greenland are telemedically assessed for diabetic retinopathy by ophthalmological nurses in Denmark. Applying an AI grading solution, in a Greenlandic setting, could potentially improve the efficiency and cost-effectiveness of DR screening.Method: We developed an AI model using retina fundus photos, performed on persons registered with diabetes in Greenland and Denmark, using Optos® ultra wide-field scanning laser ophthalmoscope, graded according to ICDR.Using the ResNet50 network we compared the model's ability to distinguish between different images of ICDR severity levels in a confusion matrix.Results: Comparing images with ICDR level 0 to images of ICDR level 4 resulted in an accuracy of 0.9655, AUC of 0.9905, sensitivity and specificity of 96.6%.Comparing ICDR levels 0,1,2 with ICDR levels 3,4, we achieved a performance with an accuracy of 0.8077, an AUC of 0.8728, a sensitivity of 84.6% and a specificity of 78.8%. For the other comparisons, we achieved a modest performance.Conclusion: We developed an AI model using Greenlandic data, to automatically detect DR on Optos retina fundus images. The sensitivity and specificity were too low for our model to be applied directly in a clinical setting, thus optimising the model should be prioritised.

背景:丹麦的眼科护士在格陵兰岛通过远程医疗方式对视网膜眼底图像进行糖尿病视网膜病变评估。在格陵兰环境中应用人工智能分级解决方案,有可能提高糖尿病视网膜病变筛查的效率和成本效益:我们使用 Optos® 超宽视场扫描激光眼底镜为格陵兰和丹麦的糖尿病登记患者拍摄了视网膜眼底照片,并根据 ICDR 进行了分级,利用 ResNet50 网络开发了一个人工智能模型:将 ICDR 0 级图像与 ICDR 4 级图像进行比较,准确率为 0.9655,AUC 为 0.9905,灵敏度和特异性均为 96.6%。将 ICDR 0、1、2 级与 ICDR 3、4 级进行比较,我们的准确率为 0.8077,AUC 为 0.8728,灵敏度为 84.6%,特异性为 78.8%。在其他比较中,我们的表现一般:我们利用格陵兰岛的数据开发了一个人工智能模型,用于自动检测 Optos 视网膜眼底图像上的 DR。由于灵敏度和特异性太低,我们的模型无法直接应用于临床,因此应优先优化模型。
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引用次数: 0
Repeated freezing to very low temperatures does not impact the amount ejected from EpiPen® and Jext® adrenaline autoinjectors. 反复低温冷冻不会影响 EpiPen® 和 Jext® 肾上腺素自动注射器的喷射量。
IF 1.3 4区 医学 Q2 Social Sciences Pub Date : 2024-12-01 Epub Date: 2024-06-14 DOI: 10.1080/22423982.2024.2367273
Felix N R Wood, Rosemary Hartley, Rebecca Boys, Timothy Parham, Jonathon Lowe, Matthew Warner

It has previously been shown that EpiPen® autoinjectors are likely to activate normally following up to five excursions to -25°C but data about the post-freezing performance of other brands of adrenaline autoinjectors has not previously been published. Additionally, conditions experienced by polar medics may be substantially colder than this and the performance of adrenaline autoinjectors following more extreme freeze-thaw cycles remains uncharacterised. Investigators in Antarctica and the United Kingdom performed laboratory testing on two brands of adrenaline autoinjector, EpiPen® and Jext® (12 devices of each type). A single freeze-thaw cycle involved freezing the device to -80°C then allowing it to come to room temperature. Devices were exposed to 0, 1, 5 or 15 freeze-thaw cycles. The mass of liquid ejected from each device, when activated, was then measured. No significant differences in the mass of the liquid ejected was found between the test groups. Multiple freeze-thaw cycles to -80°C are unlikely to significantly impact the amount of adrenaline solution expelled from EpiPen® and EpiPen® autoinjectors. This preliminary finding encourages further work investigating the safety and effectiveness of adrenaline autoinjectors after exposure to very low temperatures. This information would be valuable for future polar medics planning and delivering medical provision in extreme environments.

以前的研究表明,EpiPen® 自动注射器在摄氏零下 25 度的环境中最多可以正常启动五次,但有关其他品牌肾上腺素自动注射器冷冻后性能的数据以前尚未公布。此外,极地医疗人员所经历的条件可能比这还要冷得多,肾上腺素自动注射器在更极端的冻融循环后的性能仍未得到描述。南极洲和英国的研究人员对 EpiPen® 和 Jext® 两种品牌的肾上腺素自动注射器进行了实验室测试(每种设备各 12 支)。单次冻融循环包括将设备冷冻到零下 80 摄氏度,然后让其恢复到室温。装置分别经过 0、1、5 或 15 次冻融循环。然后测量每个装置在激活时喷出的液体质量。测试组之间喷出液体的质量没有明显差异。多次-80°C冻融循环不太可能对 EpiPen® 和 EpiPen® 自动注射器排出的肾上腺素溶液量产生重大影响。这一初步发现有助于进一步研究肾上腺素自动注射器暴露于极低温度后的安全性和有效性。这些信息对于未来极地医疗人员在极端环境中规划和提供医疗服务非常有价值。
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引用次数: 0
Preventing type 2 diabetes among Indigenous youth: A systematic review of community-based interventions. 在土著青年中预防 2 型糖尿病:基于社区的干预措施系统回顾。
IF 1.3 4区 医学 Q4 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2024-12-01 Epub Date: 2024-02-27 DOI: 10.1080/22423982.2024.2320449
Shelley Spurr, Meridith Burles, Shannon Hyslop, Jill Bally, Carol Bullin, Amanda Froehlich Chow, Helen Tootoosis, Sarah Oosman

A systematic review was conducted to assess evidence on effectiveness of community-based interventions promoting wellbeing and prevention of type 2 diabetes (T2D) among Indigenous youth. A convergent, segregated, mixed methods approach was used, with six databases and four grey literature sites searched from inception to May 2022. Articles selected for inclusion were about community-based interventions related to T2D prevention with Indigenous youth that evaluated effectiveness or youth experience published in English. Reference lists were also searched for relevant sources. Seven quantitative research articles met the inclusion and quality assessment criteria. No qualitative articles were identified. The results were synthesised through narrative analysis, while meta-analysis was not possible due to heterogenous study designs. Common foci across interventions included promoting physical wellness, improving physical activity and healthy eating patterns, enhancing knowledge, and psychosocial wellness. Interventions deemed effective addressed multiple areas, were school-based, and operated for at least a year. Findings support multi-strategy, community-based interventions implemented over longer periods of time. However, gaps in research and reporting included the extent to which interventions are culturally informed and based on community-driven priorities. Future research should include Indigenous, mixed and qualitative methods and Indigenous-driven measures of success to better understand effectiveness in alignment with Indigenous worldviews.

我们进行了一项系统性综述,以评估基于社区的干预措施在促进土著青年福祉和预防 2 型糖尿病 (T2D) 方面的有效性。研究采用了聚合、分离、混合的方法,检索了从开始到 2022 年 5 月的 6 个数据库和 4 个灰色文献网站。所选纳入的文章都是以社区为基础、针对原住民青少年预防 T2D 的干预措施,这些干预措施以英语发表,对有效性或青少年的经历进行了评估。此外,还搜索了参考文献列表中的相关资料。七篇定量研究文章符合纳入和质量评估标准。未发现定性文章。研究结果通过叙事分析进行了综合,但由于研究设计不尽相同,因此无法进行荟萃分析。各种干预措施的共同重点包括促进身体健康、改善体育锻炼和健康饮食模式、增强知识和社会心理健康。被认为有效的干预措施涉及多个领域,以学校为基础,至少持续一年。研究结果支持在较长时间内实施多策略、基于社区的干预措施。然而,研究和报告中的不足之处包括干预措施在多大程度上具有文化信息并以社区驱动的优先事项为基础。未来的研究应包括土著、混合和定性方法以及土著驱动的成功衡量标准,以更好地了解与土著世界观相一致的有效性。
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引用次数: 0
Key recommendations and research priorities of the 2021 AMAP human health assessment. 2021 年 AMAP 人类健康评估的主要建议和研究重点。
IF 1.3 4区 医学 Q4 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2024-12-01 Epub Date: 2024-10-03 DOI: 10.1080/22423982.2024.2408057
Cheryl Khoury, Pál Weihe

Over the last three decades, the Arctic Monitoring and Assessment Programme has published five human health assessments. These assessments have summarised the current state of the science regarding environmental contaminants and human health in the Arctic. The 2021 Human Health Assessment Report had a particular focus on dietary transitions, in addition to human biomonitoring levels and trends, health effects, risk assessment methodologies, risk communication and multi-disciplinary approaches to contaminants research. The recommendations and research priorities identified in the latest assessment are summarised here to assist decision- and policy-makers in understanding and addressing the impacts of contaminants on human populations in the Arctic.

在过去的三十年里,北极监测与评估计划已经发布了五份人类健康评估报告。这些评估总结了有关北极环境污染物和人类健康的科学现状。除了人类生物监测水平和趋势、健康影响、风险评估方法、风险交流和污染物研究的多学科方法之外,《2021 年人类健康评估报告》还特别关注饮食过渡。本文总结了最新评估报告中提出的建议和研究重点,以帮助决策者和政策制定者了解和应对污染物对北极地区人类的影响。
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引用次数: 0
Orientation affects the integrity of glass ampoules of 1 in 1000 adrenaline on exposure to very low temperatures. 在极低的温度下,方向会影响 1:1000 肾上腺素玻璃安瓿的完整性。
IF 1.3 4区 医学 Q4 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2024-12-01 Epub Date: 2024-01-30 DOI: 10.1080/22423982.2024.2309756
Felix N R Wood, Jason Hicks, Rhiannon Wilkinson, Rosemary Hartley, Jonathon Lowe

In very cold environments, it may be burdensome or impossible for the polar medic to prevent medicines from freezing. We sought to investigate whether orientation affected the risk that glass ampoules of 1 in 1000 adrenaline, an important emergency drug, would break during freezing and subsequent thawing. Ampoules of adrenaline were orientated either upright, horizontally or inverted. They were exposed to freezing temperatures (-25°C or -80°C) and then allowed to thaw. A crossover design was used whereby the orientation of unbroken ampoules was changed for the next trial. No ampoules broke when frozen at -25°C and then thawed. When this was repeated at -80°C, ampoules reliably broke unless they were upright with no liquid in the top part of the ampoule. Upright orientation prevents the breakage of glass ampoules of 1 in 1000 adrenaline rapidly frozen at -80°C. The polar medic may consider storing ampoules upright if they are to be exposed to very low temperatures.

在非常寒冷的环境中,极地医疗人员要防止药品结冰可能是一种负担,甚至是不可能的。我们试图研究方向是否会影响装有千分之一肾上腺素(一种重要的急救药物)的玻璃安瓿在冻结和随后解冻过程中破裂的风险。我们将肾上腺素安瓿瓶竖放、横放或倒放。将它们置于冷冻温度(-25°C 或 -80°C)下,然后让其解冻。采用交叉设计,在下一次试验中改变未破损安瓿的方向。在-25°C下冷冻后解冻,没有安瓿破损。在零下 80 摄氏度的条件下再次进行试验时,除非安瓿是直立的,且安瓿上部没有液体,否则安瓿就会可靠地破裂。直立放置可防止在零下 80 摄氏度快速冷冻的千分之一肾上腺素玻璃安瓿破裂。如果安瓿要暴露在极低的温度下,极地医疗人员可考虑将其竖直存放。
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引用次数: 0
Hysteroscopy needs of indigenous communities in Northern Quebec: a retrospective cohort study. 魁北克北部原住民社区对宫腔镜检查的需求:一项回顾性队列研究。
IF 1.3 4区 医学 Q2 Social Sciences Pub Date : 2024-12-01 Epub Date: 2024-05-27 DOI: 10.1080/22423982.2024.2359162
Andrew Zakhari, Dong Bach Nguyen, Jessica Papillon Smith, Fady W Mansour, Srinivasan Krishnamurthy

We aimed to determine the surgical output for patients from Nunavik undergoing transfer to an urban centre for hysteroscopy, and associated costs. We performed a retrospective chart review of all patients from the 14 villages of Nunavik transferred for hysteroscopic surgery from 2016 to 2021. Diagnoses, surgical intervention, and nature of the procedure were all extracted from the patient charts, and costs/length of stay obtained from logisticians and administrators servicing the Nunavik region. Over a 5-year period, 22 patients were transferred from Nunavik for hysteroscopy, of which all were elective save one. The most common diagnosis was endometrial or cervical polyp and the most common procedure was diagnostic hysteroscopy. The average cost for patient transfer and lodging to undergo hysteroscopy in Montreal ranged from $6,000 to $15,000 CDN. On average, 4-5 patient transfers occur annually for hysteroscopy, most commonly for management of endometrial polyps, at a cost of $6,000 to $15,000 CDN, suggesting the need to investigate local capacity building in Nunavik and assess cost-effectiveness.

我们旨在确定从努纳维克转到城市中心接受宫腔镜手术的患者的手术量和相关费用。我们对2016年至2021年期间努纳维克14个村庄所有转院接受宫腔镜手术的患者进行了回顾性病历审查。诊断、手术干预和手术性质均从患者病历中提取,费用/住院时间则从努纳维克地区的后勤人员和管理人员处获得。5 年间,共有 22 名患者从努纳维克转院接受宫腔镜检查,其中除一名患者外,其余均为择期手术。最常见的诊断是子宫内膜或宫颈息肉,最常见的手术是诊断性宫腔镜检查。在蒙特利尔接受宫腔镜检查的病人转院和住宿的平均费用为 6,000 至 15,000 加元不等。平均而言,每年有 4-5 名患者转院接受宫腔镜检查,最常见的是子宫内膜息肉的治疗,费用为 6,000 至 15,000 加元,这表明有必要调查努纳维克当地的能力建设情况并评估成本效益。
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引用次数: 0
Funding the pandemic response for Indigenous Peoples: an equity-based analysis of COVID-19 using a Health Equity Impact Assessment (HEIA) Indigenous lens tool. 为土著人民的大流行病应对措施提供资金:利用健康公平影响评估(HEIA)土著透镜工具对 COVID-19 进行基于公平的分析。
IF 1.3 4区 医学 Q2 Social Sciences Pub Date : 2024-12-01 Epub Date: 2024-06-12 DOI: 10.1080/22423982.2024.2361987
Sean A Hillier, Elias Chaccour, Hamza Al-Shammaa, Bernice Downey, Laura C Senese, Jill Tinmouth, Naana Afua Jumah

This study examines the allocation of COVID-19 funding for Indigenous Peoples in Canada, Australia, New Zealand, and the United States during the pandemic's first wave. Indigenous communities, already facing health disparities, systemic discrimination, and historical forces of colonisation, found themselves further vulnerable to the virus. Analysing the funding policies of these countries, we employed a Health Equity Impact Assessment (HEIA) tool and an Indigenous Lens Tool supplement to evaluate potential impacts. Our results identify three major funding equity issues: unique health and service needs, socioeconomic disparities, and limited access to community and culturally safe health services. Despite efforts for equitable funding, a lack of meaningful consultation led to shortcomings, as seen in Canada's state of emergency declaration and legal disputes in the United States. New Zealand stood out for integrating Māori perspectives, showcasing the importance of consultation. The study calls for a reconciliation-minded path, aligning with Truth and Reconciliation principles, the UN Declaration on the Rights of Indigenous Peoples, and evolving government support. The paper concludes that co-creating equitable funding policies grounded in Indigenous knowledge requires partnership, meaningful consultation, and organisational cultural humility. Even in emergencies, these measures ensure responsiveness and respect for Indigenous self-determination.

本研究探讨了 COVID-19 大流行第一波期间加拿大、澳大利亚、新西兰和美国为土著居民分配资金的情况。原住民社区本已面临着健康差异、系统性歧视和殖民化的历史影响,他们发现自己更容易受到病毒的侵袭。在分析这些国家的资助政策时,我们采用了健康公平影响评估(HEIA)工具和土著透镜工具补充工具来评估潜在的影响。我们的研究结果发现了三个主要的资金公平问题:独特的健康和服务需求、社会经济差异以及社区和文化安全健康服务的有限性。尽管为实现资金公平做出了努力,但缺乏有意义的协商导致了不足之处,加拿大宣布进入紧急状态和美国的法律纠纷就说明了这一点。新西兰在纳入毛利人观点方面表现突出,展示了协商的重要性。研究报告呼吁走和解之路,与真相与和解原则、《联合国土著人民权利宣言》以及不断发展的政府支持保持一致。本文的结论是,共同制定以土著知识为基础的公平资助政策需要伙伴关系、有意义的磋商和组织文化上的谦逊。即使在紧急情况下,这些措施也能确保对土著自决的响应和尊重。
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引用次数: 0
Methodologies and challenges in Arctic human health risk assessment: case studies and evaluation of current practices. 北极人类健康风险评估的方法和挑战:案例研究和现行做法评估。
IF 1.3 4区 医学 Q4 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2024-12-01 Epub Date: 2024-11-19 DOI: 10.1080/22423982.2024.2428471
Khaled Abass, Alexey A Dudarev, Bryan Adlard, Zoe Gillespie, Arja Rautio, Luke Nych, Cheryl Khoury

In Arctic populations, a primary route of exposure to contaminants is through the diet. The health risks associated with these exposures can be characterised by conducting human health risk assessments. However, while there is guidance from many international and national organisations, there are limited examples of human health risk assessment in the Arctic. The 2022 AMAP Human Health Assessment Report was the first AMAP report to describe, in one place, the utility of food-based, dietary intake-based and human tissue-based contaminant data in estimating risk. Here, we present available tools, case studies and challenges associated with conducting human health risk assessments in the Arctic. Future efforts in the Arctic should be able to use this information to best interpret human exposure to contaminants in a risk-based context.

北极地区居民接触污染物的主要途径是饮食。与这些接触相关的健康风险可以通过进行人类健康风险评估来确定。然而,虽然许多国际和国家组织都提供了指导,但在北极地区进行人类健康风险评估的例子却很有限。2022 年北极监测与评估计划人类健康评估报告》是北极监测与评估计划的第一份报告,它集中描述了基于食物、基于膳食摄入量和基于人体组织的污染物数据在估计风险方面的实用性。在此,我们将介绍与在北极地区开展人类健康风险评估相关的可用工具、案例研究和挑战。北极地区未来的工作应能利用这些信息,在基于风险的背景下对人类接触污染物的情况做出最佳解释。
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引用次数: 0
Grateful to be working together to advance Arctic health and well-being. 很高兴能共同努力促进北极的健康和福祉。
IF 1.3 4区 医学 Q4 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2024-12-01 Epub Date: 2024-11-29 DOI: 10.1080/22423982.2024.2435224
Rhonda M Johnson
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引用次数: 0
Skin diseases among adults in Tasiilaq, East Greenland. 东格陵兰 Tasiilaq 地区成年人的皮肤病。
IF 1.3 4区 医学 Q4 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2024-12-01 Epub Date: 2024-10-03 DOI: 10.1080/22423982.2024.2412378
Morten B Haulrig, Anna M Andersson, Julia-Tatjana Maul, Jingyuan Xu, Su M Lwin, Carsten Flohr, Lone S Hove, Tove Agner, Anders Koch, Christopher E M Griffiths, Claus Zachariae, Jacob P Thyssen

Cold climate and unique genetic and environmental factors may influence the prevalence of skin diseases in Greenland. However, there is a lack of epidemiological studies on skin diseases in the adult Greenlandic population. To address this unmet need a cross-sectional study, run by dermatologists from Denmark, the UK, and Switzerland estimated the prevalence and clinical manifestations of skin diseases among adults in East Greenland in May 2022. All adults ≥18 years in the town of Tasiilaq were invited, and 295 individuals aged 18-78 years participated (22.5% of the overall adult population in Tasiilaq). Two-hundred and three participants (69%) had visible signs of current skin disease, and among these, 242 cases of dermatoses were identified. The most common skin diseases were hand eczema (22.4%), lichen simplex (9.5%), discoid eczema (7.1%), psoriasis, atopic dermatitis and acne vulgaris (5.8% each). Scabies was the most frequent infectious skin disease (4.4%). No cases of skin cancer were identified. Atopic dermatitis and psoriasis presented with disease that was of limited extent and different from the classical presentations. Skin diseases showed a high prevalence among adults in East Greenland, and some of them were severe. This indicates a noteworthy public health problem that warrants better access to dermatologist support.

寒冷的气候以及独特的遗传和环境因素可能会影响格陵兰的皮肤病发病率。然而,格陵兰成年人群中缺乏有关皮肤病的流行病学研究。为了满足这一尚未满足的需求,丹麦、英国和瑞士的皮肤科医生于 2022 年 5 月在东格陵兰岛开展了一项横断面研究,对成人皮肤病的发病率和临床表现进行了估计。这项研究邀请了塔西拉克镇所有年龄≥18 岁的成年人参加,共有 295 名 18-78 岁的人参加(占塔西拉克镇成年人总数的 22.5%)。293名参与者(69%)有明显的皮肤病症状,其中有242人患有皮肤病。最常见的皮肤病是手部湿疹(22.4%)、单纯性苔藓(9.5%)、盘状湿疹(7.1%)、银屑病、特应性皮炎和寻常痤疮(各占 5.8%)。疥疮是最常见的传染性皮肤病(4.4%)。没有发现皮肤癌病例。特应性皮炎和银屑病的发病范围有限,与传统表现不同。皮肤病在东格陵兰成年人中的发病率很高,其中一些还很严重。这表明这是一个值得注意的公共卫生问题,需要更好地获得皮肤科医生的支持。
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引用次数: 0
期刊
International Journal of Circumpolar Health
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