Skin cancer screening

  • 文章类型: Journal Article
    了解财务障碍或缺乏皮肤科服务是否是公众寻求免费皮肤癌筛查的重要动机。
    2023年在美国科罗拉多州的户外活动中,对太阳巴士免费皮肤癌筛查计划的参与者进行了一项匿名和自愿调查,德州,亚利桑那,新墨西哥州,爱荷华州,怀俄明州,密苏里州,蒙大拿州。491名受访者回答了关于动机的问题,医疗保健覆盖,和人口统计。使用Qualtrics'crosstabIQ和统计测试软件分析调查数据。
    皮肤筛查在1300名参与者中发现了45%的可疑病变,其中18%的受访者有皮肤癌病史。对病变或好奇心的关注是60%受访者寻求免费皮肤筛查的两个主要原因,在数据按性别分层后,仍然是首要原因,年龄,或收入。只有15%的受访者受到皮肤科服务费用或长时间等待皮肤科医生的激励。共有38%的受访者报告了涵盖皮肤筛查的全面计划,而46%的人不知道他们的医疗保健计划中包括筛查。值得注意的是,在较年轻和较不富裕的受访者中,这种无意识增加了52%。此外,与男性相比,女性不太可能在其医疗保健计划中意识到皮肤筛查选项。
    这项工作强调了提高公众对健康保险涵盖的皮肤病学服务的认识的重要性,以及在皮肤癌教育和筛查计划方面继续努力的必要性。
    UNASSIGNED: To understand whether financial barriers or the lack of accessibility to dermatology services was a significant motivation for the public to seek free skin cancer screening.
    UNASSIGNED: An anonymous and voluntary survey was administered to participants of The Sun Bus free skin cancer screening program in 2023 at U.S. outdoor events in Colorado, Texas, Arizona, New Mexico, Iowa, Wyoming, Missouri, and Montana. 491 respondents answered questions on motivation, healthcare coverage, and demographics. Survey data was analyzed using Qualtrics\' crosstab IQ and statistical tests software.
    UNASSIGNED: Skin screening found suspicious lesions in 45 % of 1300 participants with 18 % of respondents sharing a previous history of skin cancer. Concern for a lesion or Curiosity were the two top reasons for 60 % of respondents to seek free skin screening and remained the top reasons after data was stratified by gender, age, or income. Only 15 % of respondent were motivated by the cost of dermatology services or a long wait to see a dermatologist. A total of 38 % of people surveyed reported comprehensive plans covering skin screening while 46 % were unaware of the inclusion of screening in their healthcare plan. Notably, this unawareness increased up to 52 % among younger and less affluent respondents. Additionally, females were less likely than males to be aware of skin screening options in their healthcare plans.
    UNASSIGNED: This work highlights the significance of promoting public awareness of dermatology services covered by health insurance and the need for continued efforts in skin cancer education and screening programs.
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  • 文章类型: Journal Article
    红外热成像被认为是诊断多种皮肤病变的有用技术,但由于其成本高,尚未被广泛采用。这里,我们研究了使用具有微测辐射热计技术的低成本红外摄像机检测皮肤癌的可行性。为此,我们使用高成本/高质量的红外摄像机从志愿者受试者收集红外数据。我们提出了一个退化模型来评估在这样的任务中使用低成本成像器的情况。通过模拟低成本摄像机的视频采集,验证了退化模型,使用最初用中等成本相机捕获的数据。然后将所提出的模型的结果与实际摄像机获得的红外视频进行比较,达到平均皮尔逊相关系数超过0.9271。因此,该模型成功地将具有较差特性的相机的行为转移到使用更高质量相机获取的视频。使用所提出的模型,我们用三个不同的低成本摄像机模拟了患者数据的采集,即,XenicsGobi-640,OpgalTherm-App,并寻求热压缩PRO。降级的数据用于评估皮肤癌检测算法的性能。Xenics和Opgal相机的精度分别达到84.33%和84.20%,分别,灵敏度分别为83.03%和83.23%,分别。这些值与未降级数据的值非常匹配,这表明使用这些低成本的相机适合检测皮肤癌。Seek相机的精度为82.13%,灵敏度为79.77%。基于这些结果,我们得出的结论是,这种相机适用于不太关键的应用。
    Infrared thermography is considered a useful technique for diagnosing several skin pathologies but it has not been widely adopted mainly due to its high cost. Here, we investigate the feasibility of using low-cost infrared cameras with microbolometer technology for detecting skin cancer. For this purpose, we collected infrared data from volunteer subjects using a high-cost/high-quality infrared camera. We propose a degradation model to assess the use of lower-cost imagers in such a task. The degradation model was validated by mimicking video acquisition with the low-cost cameras, using data originally captured with a medium-cost camera. The outcome of the proposed model was then compared with the infrared video obtained with actual cameras, achieving an average Pearson correlation coefficient of more than 0.9271. Therefore, the model successfully transfers the behavior of cameras with poorer characteristics to videos acquired with higher-quality cameras. Using the proposed model, we simulated the acquisition of patient data with three different lower-cost cameras, namely, Xenics Gobi-640, Opgal Therm-App, and Seek Thermal CompactPRO. The degraded data were used to evaluate the performance of a skin cancer detection algorithm. The Xenics and Opgal cameras achieved accuracies of 84.33% and 84.20%, respectively, and sensitivities of 83.03% and 83.23%, respectively. These values closely matched those from the non-degraded data, indicating that employing these lower-cost cameras is appropriate for skin cancer detection. The Seek camera achieved an accuracy of 82.13% and a sensitivity of 79.77%. Based on these results, we conclude that this camera is appropriate for less critical applications.
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  • 文章类型: Journal Article
    第二原发性恶性肿瘤的发生在癌症幸存者中变得越来越重要。黑色素瘤,一种起源于黑素细胞的侵袭性肿瘤,是大多数皮肤癌相关死亡的原因。这篇综述旨在探讨黑色素瘤作为最常见的血液肿瘤亚型之后的第二原发癌的发生风险。起源于髓系或淋巴细胞谱系的恶性疾病。慢性淋巴细胞白血病(CLL)和非霍奇金淋巴瘤(NHL)是与黑色素瘤发展最相关的亚型之一。我们还讨论了可能解释这些恶性肿瘤与黑色素瘤对生存影响之间关联的潜在假设。该综述强调了提高血液肿瘤幸存者对黑色素瘤风险认识的重要性。因为它可以导致迅速的识别,改善皮肤监测,和更好的生存结果。
    The occurrence of second primary malignancies is becoming increasingly important among cancer survivors. Melanoma, an aggressive neoplasm originating from the melanocytes, is responsible for most skin cancer-related deaths. This review aims to explore the risk of melanoma occurrence as a second primary cancer after the most common subtypes of hematologic neoplasia, a malignant disease originating from myeloid or lymphocytic cell lineages. Chronic lymphocytic leukemia (CLL) and non-Hodgkin lymphoma (NHL) are among the most associated subtypes with melanoma development. We also discuss the underlying hypotheses that may explain the associations between these malignancies and the impact of melanoma on survival. The review emphasizes the importance of increasing awareness of melanoma risk in hematologic cancer survivors, as it can lead to prompt recognition, improved skin surveillance, and better survival outcomes.
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  • 文章类型: Letter
    暂无摘要。
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  • 文章类型: Journal Article
    现代诊断程序,例如三维全身摄影(3D-TBP),数字皮肤镜(DD),和反射共聚焦显微镜(RCM),可以改善黑色素瘤的诊断,特别是高危患者。这项研究评估了将这些先进的成像技术结合在三步程序中管理高危患者的好处。这项研究包括410名高危黑色素瘤患者,他们除了在门诊护理中定期进行皮肤检查外,还接受了专门的影像学咨询。每次访问,患者接受了3D-TBP,可疑发现的DD,以及不清楚DD发现的RCM。比较了基于影像学咨询和门诊护理开始切除的组织学发现。影像学咨询在39个切除的色素性病变中发现了16个确诊的黑色素瘤(8个侵袭性和8个原位)。门诊检查在163个切除的黑素细胞病变中发现了7个确诊的黑素瘤(1个侵袭性和6个原位)。影像学会诊中需要切除的人数(NNE)明显低于门诊(2.4vs.23.3).DD的NNE为2.6,RCM为2.3。DD,3D-TBP,或RCM检测到其他成像方法未检测到的黑色素瘤。三步成像程序改善了黑色素瘤的检测,并减少了高危患者不必要的切除次数。
    Modern diagnostic procedures, such as three-dimensional total body photography (3D-TBP), digital dermoscopy (DD), and reflectance confocal microscopy (RCM), can improve melanoma diagnosis, particularly in high-risk patients. This study assessed the benefits of combining these advanced imaging techniques in a three-step programme in managing high-risk patients. This study included 410 high-risk melanoma patients who underwent a specialised imaging consultation in addition to their regular skin examinations in outpatient care. At each visit, the patients underwent a 3D-TBP, a DD for suspicious findings, and an RCM for unclear DD findings. The histological findings of excisions initiated based on imaging consultation and outpatient care were compared. Imaging consultation detected sixteen confirmed melanomas (eight invasive and eight in situ) in 39 excised pigmented lesions. Outpatient care examination detected seven confirmed melanomas (one invasive and six in situ) in 163 excised melanocytic lesions. The number needed to excise (NNE) in the imaging consultation was significantly lower than that in the outpatient care (2.4 vs. 23.3). The NNE was 2.6 for DD and 2.3 for RCM. DD, 3D-TBP, or RCM detected melanomas that were not detected by the other imaging methods. The three-step imaging programme improves melanoma detection and reduces the number of unnecessary excisions in high-risk patients.
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  • 文章类型: Journal Article
    背景:使用人工智能(AI)筛查皮肤癌引起了极大的兴趣。这是由于皮肤癌发病率上升和训练有素的皮肤科医生日益稀缺。能够识别黑色素瘤的AI系统可以挽救生命,允许立即访问放映,减少不必要的护理和医疗费用。虽然这种基于人工智能的系统从公共卫生的角度来看是有用的,过去的研究表明,个体患者对于接受AI系统检查非常犹豫。
    目的:这项研究的目的是双重的:(1)确定提供者的相对重要性(当面医生,医生通过远程皮肤病学,AI,个性化AI),筛查费用(免费,10€,25€,40欧元;1欧元=1.09美元),和等待时间(立即,1天,1周,4周)作为有助于患者选择特定皮肤癌筛查模式的属性;和(2)调查社会人口统计学特征是否,尤其是年龄,与参与者的个人选择有系统地相关。
    方法:使用基于选择的联合分析从患者的角度检查医学AI对皮肤癌筛查的接受程度。参与者回答了12个选择集,每个包含三个筛选变体,通过提供者的属性描述每个变体,成本,和等待时间。此外,社会人口学特征的影响(年龄,性别,收入,工作状态,和教育背景)对选择进行了评估。
    结果:在调查链接的383次点击中,共有126名(32.9%)受访者完成了在线调查。联合分析表明,这三个属性在促进参与者的选择方面或多或少具有同等的重要性,提供程序是最重要的属性。检查联合属性的各个部分价值表明,医生的治疗是最优选的方式,其次是与医生的电子咨询和个性化AI;在三个AI级别中得分最低。关于社会人口统计学特征和相对重要性之间的关系,只有年龄与属性提供者的重要性呈显著正相关(r=0.21,P=.02),年轻的参与者对提供者的重视程度低于年长的参与者。所有其他相关性均不显著。
    结论:这项研究增加了越来越多的研究,使用基于选择的实验来调查AI在健康环境中的接受度。未来的研究需要探索人工智能被接受或拒绝的原因,以及社会人口统计学特征是否与这一决定相关。
    BACKGROUND: There is great interest in using artificial intelligence (AI) to screen for skin cancer. This is fueled by a rising incidence of skin cancer and an increasing scarcity of trained dermatologists. AI systems capable of identifying melanoma could save lives, enable immediate access to screenings, and reduce unnecessary care and health care costs. While such AI-based systems are useful from a public health perspective, past research has shown that individual patients are very hesitant about being examined by an AI system.
    OBJECTIVE: The aim of this study was two-fold: (1) to determine the relative importance of the provider (in-person physician, physician via teledermatology, AI, personalized AI), costs of screening (free, 10€, 25€, 40€; 1€=US $1.09), and waiting time (immediate, 1 day, 1 week, 4 weeks) as attributes contributing to patients\' choices of a particular mode of skin cancer screening; and (2) to investigate whether sociodemographic characteristics, especially age, were systematically related to participants\' individual choices.
    METHODS: A choice-based conjoint analysis was used to examine the acceptance of medical AI for a skin cancer screening from the patient\'s perspective. Participants responded to 12 choice sets, each containing three screening variants, where each variant was described through the attributes of provider, costs, and waiting time. Furthermore, the impacts of sociodemographic characteristics (age, gender, income, job status, and educational background) on the choices were assessed.
    RESULTS: Among the 383 clicks on the survey link, a total of 126 (32.9%) respondents completed the online survey. The conjoint analysis showed that the three attributes had more or less equal importance in contributing to the participants\' choices, with provider being the most important attribute. Inspecting the individual part-worths of conjoint attributes showed that treatment by a physician was the most preferred modality, followed by electronic consultation with a physician and personalized AI; the lowest scores were found for the three AI levels. Concerning the relationship between sociodemographic characteristics and relative importance, only age showed a significant positive association to the importance of the attribute provider (r=0.21, P=.02), in which younger participants put less importance on the provider than older participants. All other correlations were not significant.
    CONCLUSIONS: This study adds to the growing body of research using choice-based experiments to investigate the acceptance of AI in health contexts. Future studies are needed to explore the reasons why AI is accepted or rejected and whether sociodemographic characteristics are associated with this decision.
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  • 文章类型: Journal Article
    这项研究调查了美国两次免费皮肤癌筛查事件参与者的结果和随访行为。这项调查,有296名参与者和31%的回应率,收集了有关参与者人口统计的信息,个人皮肤癌史,皮肤筛查实践的知识,和后续行为。在建议进一步皮肤科会诊的个体中,有92.3%的高随访率,但筛查的初步诊断与患者召回的诊断之间的一致率较低(22%)。此外,约1/6的参与者认为有限的治疗机会是参与筛查的动机.该研究强调需要提高对免费筛查局限性的认识,加强参与者教育,并确保公平获得皮肤癌筛查。未来的研究应集中在影响后续行为的因素上,并制定有针对性的干预措施,以提高对皮肤癌筛查的认识和获取。
    This study investigated the outcomes and follow-up behaviors of participants from two free skin cancer screening events in the United States. This survey, with 296 participants and a 31% response rate, gathered information on participant demographics, personal history of skin cancer, knowledge of skin screening practices, and follow-up behaviors. There was a high follow-up rate of 92.3% among individuals recommended for further dermatological consultation, but a low (22%) concordance rate between the preliminary diagnoses from the screening and patient-recalled diagnoses. Additionally, about one-sixth of participants identified limited access to care as a motivation for participating in the screening. The study emphasizes the need to improve awareness about the limitations of free screenings, enhance participant education, and ensure equitable access to skin cancer screening. Future research should focus on factors influencing follow-up behaviors and the development of targeted interventions to increase awareness and access to skin cancer screening.
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  • 文章类型: Journal Article
    皮肤癌是美国最常见的癌症诊断,大约五分之一的美国人预计会在他们的一生中被诊断出来。非黑色素瘤皮肤癌是最常见的皮肤癌类型,随着全球案件的增加,医生需要可靠的工具进行早期检测。人工智能作为医学决策支持工具已经获得了极大的兴趣,特别是在图像分析中,深度学习已被证明是一种有效的工具。因为像皮肤科这样的专业主要依靠视觉诊断,深度学习可以有许多诊断应用,包括皮肤癌的诊断.此外,随着移动智能手机及其日益强大的摄像头的发展,深度学习技术也可用于远程皮肤癌筛查应用。最终,使用深度学习技术检测和诊断皮肤癌的可用数据是有希望的,揭示的敏感性和特异性不亚于那些训练有素的皮肤科医生。仍然需要工作来增加基于AI的工具的临床使用,但是根据目前的数据以及患者和医生的态度,深度学习技术可以有效地用作与医生合作的临床决策工具,以提高诊断效率和准确性。
    Skin cancer is the most common cancer diagnosis in the United States, with approximately one in five Americans expected to be diagnosed within their lifetime. Non-melanoma skin cancer is the most prevalent type of skin cancer, and as cases rise globally, physicians need reliable tools for early detection. Artificial intelligence has gained substantial interest as a decision support tool in medicine, particularly in image analysis, where deep learning has proven to be an effective tool. Because specialties such as dermatology rely primarily on visual diagnoses, deep learning could have many diagnostic applications, including the diagnosis of skin cancer. Furthermore, with the advancement of mobile smartphones and their increasingly powerful cameras, deep learning technology could also be utilized in remote skin cancer screening applications. Ultimately, the available data for the detection and diagnosis of skin cancer using deep learning technology are promising, revealing sensitivity and specificity that are not inferior to those of trained dermatologists. Work is still needed to increase the clinical use of AI-based tools, but based on the current data and the attitudes of patients and physicians, deep learning technology could be used effectively as a clinical decision-making tool in collaboration with physicians to improve diagnostic efficiency and accuracy.
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  • 文章类型: Journal Article
    2008年,德国实施了全国性的皮肤癌筛查(SCS)计划。然而,参与率仍然很低。SCS上的YouTube视频可能会教育符合条件的人接受SCS。直到现在,尚未对符合SCS条件的德语人群的视频质量进行科学评估.这里,我们在YouTube上提供的SCS上识别并评估了视频。2022年5月,YouTube搜索了与SCS相关的德语术语。两位作者评估了符合预定义资格标准的前三页的视频。使用DISCERN和全球质量量表(GQS)评估视频信息的质量。使用患者教育材料评估工具(PEMAT)评估可理解性和可操作性。可靠性通过美国医学会杂志(JAMA)评分进行评估。通过Kruskal-Wallis检验鉴定亚组差异。总的来说,评估中包括38个视频。大多数视频是由卫生专业人员(诊所和实践)提供的。各个工具的平均得分(平均值(SD))如下:DISCERN3.1/5分(±0.52),GQS3.72/5分(±0.7),可理解性64,27%(±13.53%),可操作性58.22%(±15.18%),JAMA37.17%(±18.94%)。这些结果表明,对良好的可理解性平庸,平庸的质量和行动能力,可靠性低。被评估为有用的视频质量明显更好。对SCS上免费提供的信息视频的改进,特别是关于可靠性标准,是迫切需要的。
    In 2008, a nationwide skin cancer screening (SCS) program was implemented in Germany. However, participation rates remain low. YouTube videos on SCS might educate eligible persons to undergo SCS. Until now, no scientific evaluation of the quality of videos available for German-speaking persons eligible for SCS has been performed. Here, we identified and evaluated videos on SCS provided on YouTube. YouTube was searched in May 2022 for German terms related to SCS. Two authors evaluated the videos of the first three pages that met the predefined eligibility criteria. The quality of the videos´ information was evaluated using DISCERN and the Global Quality Scale (GQS). The understandability and actionability were assessed with the Patient Education Materials Assessment Tool (PEMAT). The reliability was assessed with the Journal of American Medical Association (JAMA) score. Subgroup differences were identified by the Kruskal-Wallis test. Overall, 38 videos were included in the evaluation. Most videos were provided by health professionals (clinics and practices). The average scores (mean (SD)) for the individual tools were as follows: DISCERN 3.1/5 points (± 0.52), GQS 3.72/5 points (± 0.7), understandability 64,27% (± 13.53%), actionability 58.22% (± 15.18%), JAMA 37.17% (± 18.94%). These results indicate a mediocre to good understandability, a mediocre quality and actionability, and a low reliability. Videos that were assessed as useful were of significantly better quality. An improvement of freely available informational videos on SCS, especially with regard to the reliability criteria, is urgently needed.
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  • 文章类型: Journal Article
    背景:国家皮肤癌筛查(SCS)于2008年在德国引入。然而,公众意识和参与率仍然很低。目前还没有针对SCS的活动或特定于目标群体的邀请策略。因此,我们的目的是得出有关如何最好地告知德国居民有关SCS可能性的潜在建议。
    方法:半结构化,我们在Erlangen(德国)对年龄≥35岁的德国男性和女性居民进行了个别访谈,以探索提高对SCS的认识的机会.面试被录音了,逐字转录,并使用定性内容分析进行分析。
    结果:总体而言,采访了39人。约79.5%(31/39)已经经历过至少一次SCS。有人提出了许多提高人们对SCS可能性认识的机会,这些机会分为三个主要主题:公共宣传的作用,与健康相关的护理人员,和健康保险。为邀请有资格的人在两年后接受SCS,确定了类似的主题。此外,提出了与年龄相关的交流方法,也就是说,应该以电子方式接触年轻人,而老一辈应该成为像邮件这样的传统媒体的目标。
    结论:该项目的结果将通知利益相关者采取适当的行动。这些发现可能有助于提高SCS的参与率,从而导致皮肤癌的早期检测。
    The national skin cancer screening (SCS) was introduced in Germany in 2008. However, public awareness and participation rates remain low. There are no campaigns or target group-specific invitation strategies for SCS yet. Thus, our aim was to derive potential suggestions on how to best inform German residents about the possibility of SCS.
    Semi-structured, individual interviews with male and female German residents aged ≥35 years were conducted in Erlangen (Germany) to explore opportunities on raising awareness of SCS. Interviews were audiotaped, transcribed verbatim, and analyzed using qualitative content analysis.
    Overall, 39 persons were interviewed. About 79.5% (31/39) had already undergone at least one SCS. Numerous opportunities to raise awareness of the possibility of SCS were suggested which were categorized into three main topics: the role of public promotion, health-related caregivers, and health insurance. Similar themes were identified for inviting entitled persons to undergo SCS after 2 years. Furthermore, age-dependent communication approaches were proposed, that is, younger persons should be approached electronically, while the older generation should be targeted with traditional media like mail.
    The results of this project will inform stakeholders to take appropriate actions. The findings may contribute to increase participation rates in SCS and thus lead to earlier detection of skin cancer.
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