data collection

数据收集
  • 文章类型: Journal Article
    理解和解决医疗保健差异依赖于收集和报告临床护理和研究中的准确数据。有关儿童种族的数据,种族,和语言;性取向和性别认同;以及社会经济和地理特征对于确保研究实践和报告成果的公平性很重要。已知在这些社会人口统计学类别中存在差异。更一致,准确的数据收集可以提高对研究结果的理解,并为解决儿童健康差异的方法提供信息。然而,关于在儿童中标准化收集这些数据的公布指南是有限的,鉴于社会文化身份的演变性质,需要经常更新。儿科急救护理应用研究网络,致力于儿科急诊研究的多机构网络,2021年成立了一个健康差异工作组,以支持和推进公平的儿科急诊研究。工作组,其中包括参与儿科急诊医疗护理的临床医生和具有儿科差异和儿科研究进行专业知识的研究人员,优先为收集种族的方法创建指南,种族,和语言;性取向和性别认同;以及在儿科急诊护理环境中进行研究期间的社会经济和地理数据。本指南旨在总结儿科急诊研究中社会人口统计学数据收集的现有障碍,强调支持这些数据的一致和可重复收集的方法,并为建议的方法提供理由。这些方法可以帮助调查人员通过包容性的过程收集数据,在不同的研究中一致,并更好地为减少儿童健康差距的努力提供信息。
    Understanding and addressing health care disparities relies on collecting and reporting accurate data in clinical care and research. Data regarding a child\'s race, ethnicity, and language; sexual orientation and gender identity; and socioeconomic and geographic characteristics are important to ensure equity in research practices and reported outcomes. Disparities are known to exist across these sociodemographic categories. More consistent, accurate data collection could improve understanding of study results and inform approaches to resolve disparities in child health. However, published guidance on standardized collection of these data in children is limited, and given the evolving nature of sociocultural identities, requires frequent updates. The Pediatric Emergency Care Applied Research Network, a multi-institutional network dedicated to pediatric emergency research, developed a Health Disparities Working Group in 2021 to support and advance equitable pediatric emergency research. The working group, which includes clinicians involved in pediatric emergency medical care and researchers with expertise in pediatric disparities and the conduct of pediatric research, prioritized creating a guide for approaches to collecting race, ethnicity, and language; sexual orientation and gender identity; and socioeconomic and geographic data during the conduct of research in pediatric emergency care settings. Our aims with this guide are to summarize existing barriers to sociodemographic data collection in pediatric emergency research, highlight approaches to support the consistent and reproducible collection of these data, and provide rationale for suggested approaches. These approaches may help investigators collect data through a process that is inclusive, consistent across studies, and better informs efforts to reduce disparities in child health.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    背景:尽管最近的临床试验提供了贡献,辅助结肠癌(CC)的一些问题和挑战仍未解决.因此,应计划进一步的研究,以更好地完善风险评估,并在辅助治疗中建立最佳治疗策略.然而,有必要要求足够,当代和相关变量,并均匀地报告它们,以便在分析它们的预后价值时带来最大的信息。
    方法:该项目旨在获得参与规划的专家的共识,II期和III期CC临床试验的应计和分析,确定强制性和推荐的基线变量,以便i)在致力于CC辅助治疗的临床试验中协调全球未来的数据收集;ii)为在这种情况下用于临床试验的病例报告表提出指导。共有72个与应报告的变量相关的问题以及如何在辅助临床试验中报告这些问题被批准,然后投票达成小组成员的最终共识。
    结果:患者相关因素的数据项,组织病理学特征,分子分布,整个专家小组对循环生物标志物和血液分析进行了分析和讨论.对于每个项目,我们报告数据支持获得的共识和讨论的相关问题。对于切除的III期患者,有19个项目被认为是强制性的,对于切除的II期疾病,有24个项目被认为是强制性的。此外,9和4个项目被判定为推荐用于第三阶段和第二阶段,分别。
    结论:我们认为,这28个变量应在更全面的CRFs中使用和统一报告,因为研究小组设计了辅助结肠癌领域的未来临床试验.
    BACKGROUND: Despite contributions provided by the recent clinical trials, several issues and challenges still remain unsolved in adjuvant colon cancer (CC). Hence, further studies should be planned to better refine risk assessment as well as to establish the optimal treatment strategy in the adjuvant setting. However, it is necessary to request adequate, contemporary and relevant variables and report them homogeneously in order to bring maximal information when analyzing their prognostic value.
    METHODS: The project was devised to gain a consensus from experts engaged in the planning, accrual and analyses of stage II and III CC clinical trials, to identify mandatory and recommended baseline variables in order to i) harmonize future data collection worldwide in clinical trials dedicated to adjuvant treatment of CC; ii) propose guidance for Case Report Forms to be used for clinical trials in this setting. A total of 72 questions related to variables that should be reported and how to report them in adjuvant clinical trials were approved and then voted to reach a final consensus from panelists.
    RESULTS: Data items on patient-related factors, histopathological features, molecular profile, circulating biomarkers and blood analyses were analyzed and discussed by the whole expert panel. For each item, we report data supporting the acquired consensus and the relevant issues that were discussed. Nineteen items were deemed to be mandatory for resected stage III patients and 24 for resected stage II disease. In addition, 9 and 4 items were judged as recommended for stage III and II, respectively.
    CONCLUSIONS: In our opinion, these 28 variables should be used and uniformly reported in more comprehensive CRFs as research groups design future clinical trials in the field of adjuvant colon cancer.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Review
    本报告介绍了自身免疫性肝炎(AIH)的布莱顿合作(BC)病例定义,已被归类为特别关注的优先不良事件(AESI),因为在接种COVID-19疫苗后可能出现病例。病例定义由一组主题和BC过程专家制定,以促进许可前和许可后临床试验的安全性数据可比性。以及在具有不同资源和医疗保健访问的多种环境中的药物警戒活动。通常的BC病例定义开发过程是以加快的方式进行的,花了两个月才完成,包括完成手稿的出版,而不是通常的1年开发时间。它包括对文献的系统回顾和专家共识,以定义AIH的诊断确定性水平,并为数据收集和分析提供具体指导。组织学,血清学和生化测试以及排除替代诊断被认为是确定确定性水平所必需的(最终,可能的和可能的)。工作组成员对可疑AIH的AEFI报告进行了独立分类,以测试其可用性,并使用这些分类来最终确定病例定义。该文件经过了外部AIH专家和疫苗安全利益相关者参考小组的同行评审,低收入和中等收入国家确保案例定义的可用性,适用性,和科学诚信。可以复制加速过程,以开发针对地方病和流行病的优先AESI的其他标准化病例定义。虽然适用于免疫接种后报告的病例,病例定义与疫苗接种后的时间无关,因此,在因果关系研究中,也可用于确定接种疫苗和未接种疫苗的对照组的背景发生率。虽然使用此案例定义也适用于研究其他产品包括药物的安全性,这并不意味着指导临床病例管理。
    This report introduces a Brighton Collaboration (BC) case definition for autoimmune hepatitis (AIH), which has been classified as a priority adverse event of special interest (AESI), as there were possible cases seen following COVID-19 vaccination. The case definition was developed by a group of subject matter and BC process experts to facilitate safety data comparability across pre- and post-licensure clinical trials, as well as pharmacovigilance activities in multiple settings with diverse resources and healthcare access. The usual BC case definition development process was followed in an expedited manner, and took two months to complete, including finalising the manuscript for publication, instead of the usual 1 year development time. It includes a systematic review of the literature and an expert consensus to define levels of diagnostic certainty for AIH, and provides specific guidelines for data collection and analysis. Histology, serological and biochemical tests and exclusion of alternate diagnosis were considered necessary to define the levels of certainty (definitive, probable and possible). AEFI reports of suspected AIH were independently classified by the WG members to test its useability and these classifications were used to finalise the case definition. The document underwent peer review by external AIH experts and a Reference Group of vaccine safety stakeholders in high-, low- and middle-income countries to ensure case definition useability, applicability, and scientific integrity. The expedited process can be replicated for development of other standardised case definitions for priority AESIs for endemics and epidemics. While applicable to cases reported following immunisation, the case definition is independent of lapsed time following vaccination and, as such, can also be used to determine background incidence for vaccinated and unvaccinated control groups in studies of causal association. While use of this case definition is also appropriate for the study of safety of other products including drugs, it is not meant to guide clinical case management.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    这是对2021年11月布莱顿血栓形成伴血小板减少综合征(TTS)病例定义的在线修订,以及针对疫苗诱导的免疫性血小板减少症和血栓形成(VITT)的新布莱顿合作病例定义。这些病例定义旨在用于临床试验和许可后药物警戒活动,以促进跨多个设置的安全性数据可比性。它们不旨在指导临床管理。病例定义是由一组主题和布莱顿合作过程专家开发的,是由流行病防备创新联盟(CEPI)资助的病毒评估安全平台(SPEAC)的一部分。案例定义,每个都有定义的诊断确定性水平,基于相关已发表的证据和专家共识,并附有TTS和VITT数据收集和分析的具体指南。该文件由疫苗安全利益相关者和血液学专家组成的参考小组进行了同行评审,以确保病例定义的可用性。适用性和科学完整性。
    This is a revision of the online November 2021 Brighton thrombosis with thrombocytopenia syndrome (TTS) case definition and a new Brighton Collaboration case definition for vaccine-induced immune thrombocytopenia and thrombosis (VITT). These case definitions are intended for use in clinical trials and post-licensure pharmacovigilance activities to facilitate safety data comparability across multiple settings. They are not intended to guide clinical management. The case definitions were developed by a group of subject matter and Brighton Collaboration process experts as part of the Coalition for Epidemic Preparedness Innovations (CEPI)-funded Safety Platform for Evaluation of vACcines (SPEAC). The case definitions, each with defined levels of diagnostic certainty, are based on relevant published evidence and expert consensus and are accompanied by specific guidelines for TTS and VITT data collection and analysis. The document underwent peer review by a reference group of vaccine safety stakeholders and haematology experts to ensure case definition useability, applicability and scientific integrity.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    儿科危重病的真正全球负担仍然未知。由于缺乏对急性儿科危重病(DEFCRIT)的共同定义,该定义概述了危重病的组成部分和属性,并且不依赖于当地提供重症监护的能力,因此阻碍了对危及生命的儿童的研究。我们为急性儿科危重病提供了循证共识定义和框架。DEFCRIT是在对29项研究和跨学科确定的关键概念进行范围审查之后开发的,国际核心专家小组(n=24)。然后与多学科医疗保健全球专家小组(n=109)进行了修改的Delphi过程,直到就八个基本属性和28个陈述达成共识作为DEFCRIT的基础。在两次德尔福回合中达成了共识,专家保留率为89%。急性儿科危重病的最终共识定义是:婴儿,孩子,或患有疾病的青少年,损伤,或增加急性生理不稳定风险或导致急性生理不稳定(异常生理参数或重要器官功能障碍或衰竭)或临床支持要求(如频繁或连续监测或时间敏感干预)的术后状态,以防止进一步恶化或死亡。拟议的定义和框架提供了跨资源变量设置的全球研究统一方法所需的概念清晰度。未来的工作将集中在验证DEFCRIT并确定数据收集和分析的高度优先措施和准则,以促进其在研究中的使用。
    The true global burden of paediatric critical illness remains unknown. Studies on children with life-threatening conditions are hindered by the absence of a common definition for acute paediatric critical illness (DEFCRIT) that outlines components and attributes of critical illness and does not depend on local capacity to provide critical care. We present an evidence-informed consensus definition and framework for acute paediatric critical illness. DEFCRIT was developed following a scoping review of 29 studies and key concepts identified by an interdisciplinary, international core expert panel (n=24). A modified Delphi process was then done with a panel of multidisciplinary health-care global experts (n=109) until consensus was reached on eight essential attributes and 28 statements as the basis of DEFCRIT. Consensus was reached in two Delphi rounds with an expert retention rate of 89%. The final consensus definition for acute paediatric critical illness is: an infant, child, or adolescent with an illness, injury, or post-operative state that increases the risk for or results in acute physiological instability (abnormal physiological parameters or vital organ dysfunction or failure) or a clinical support requirement (such as frequent or continuous monitoring or time-sensitive interventions) to prevent further deterioration or death. The proposed definition and framework provide the conceptual clarity needed for a unified approach for global research across resource-variable settings. Future work will centre on validating DEFCRIT and determining high priority measures and guidelines for data collection and analysis that will promote its use in research.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    简介:确保研究生医学学员的高质量学术产出可能是一个挑战。在许多专业中,包括急诊医学(EM),目前还不清楚什么是适当的居民学术活动。我们假设学术活动的数量和质量会随着更明确的指导方针而提高,包括符合条件的学术活动的积分系统。方法:在大学环境中对EM居民实施居民学术活动指南。该准则包括一个积分系统,其中的积分值,范围从1-10,被分配到各种类型的学术活动。居民必须获得至少10分,并提出他们的工作,以满足他们的学术毕业要求。我们跟踪2014-2020届毕业生的学术活动,并为2016届实施指南。在盲目的分析中,我们比较了每位居民的总积分中位数,每位居民的博耶奖学金组成模型的平均计数,以及指南实施前后每位居民的重要学术产出的平均计数。重要的学术成果被定义为实施的协议,一个数据收集和分析的研究项目,研究摘要介绍,或口头摘要演示。结果:在64名居民中,48名居民使用了该指南。我们发现,指南实施后,每位居民的中位数积分增加了(中位数,四分位数间距:7[7]之前,在11[10,13]之后,P=0.002)。发现指南后的学术活动代表了博耶奖学金的更多组成部分[0.81之前的平均值[SD0.40],1.52后的平均值[SD0.71],平均差0.71,95%置信区间[CI]0.332±1.09,P<0.001。每个居民的平均显著学术产出没有差异(1.38之前的平均值[SD1.02],1.02后的平均值[SD1.00],平均差0.35,95%CI0.93±0.23,P=0.23)。结论:学术活动指南积分系统的实施显着增加了数量,通过两个措施之一,提高了我们计划中学术产出的质量。我们基于点的指南成功地纳入了传统和现代形式的奖学金,可以根据居民的利益量身定制。
    Introduction: Ensuring high-quality scholarly output by graduate medical trainees can be a challenge. Within many specialties, including emergency medicine (EM), it is unclear what constitutes appropriate resident scholarly activity. We hypothesized that the quantity and quality of scholarly activity would improve with a clearer guideline, including a point system for eligible scholarly activities. Methods: A resident Scholarly Activity Guideline was implemented for EM residents in a university setting. The guideline consists of a point system in which point values, ranging from 1-10, are assigned to various types of scholarly activities. Residents must earn at least 10 points and present their work to meet their scholarly graduation requirement. We tracked scholarly activities for graduates from the classes of 2014-2020, with the guideline being implemented for the class of 2016. In a blind analysis, we compared median total points per resident, mean counts of the Boyer model of scholarship components per resident, and mean counts of significant scholarly output per resident before vs after the guideline was implemented. Significant scholarly output was defined as an implemented protocol, a research project with data collection and analysis, a research abstract presentation, or an oral abstract presentation. Results: Among 64 residents analyzed, 48 residents used the guideline. We found that median points per resident increased after the guideline was implemented (median, interquartile range: before 7 [7], after 11 [10, 13], P = 0.002). Post-guideline scholarly activities were found to represent more of Boyer\'s components of scholarship [mean before 0.81 [SD 0.40], mean after 1.52 [SD 0.71], mean difference 0.71, 95% confidence interval [CI] 0.332 ± 1.09, P < 0.001. There was no difference in the mean significant scholarly output per resident (mean before 1.38 [SD 1.02], mean after 1.02 [SD 1.00], mean difference 0.35, 95% CI 0.93 ± 0.23, P = 0.23). Conclusion: Implementation of a Scholarly Activity Guideline point system significantly increased the quantity and, by one of two measures, increased the quality of scholarly output in our program. Our point-based guideline successfully incorporated traditional and modern forms of scholarship that can be tailored to resident interests.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    背景:持续的姿势知觉头晕(PPPD)是神经系统的一种功能性疾病,目前是最常见的慢性头晕类型之一。目前现有的问卷不能完全评估PPPD患者的具体症状。根据基于共识的诊断标准,最近开发了日本新泻PPPD问卷(NPQ)。这项研究的目的是将其翻译成德语,在专家和患者的帮助下评估其内容,如有必要,修订原始版本,以便全面评估患者的PPPD相关症状。
    方法:进行了3轮专家德尔菲调查和半结构化患者访谈。来自瑞士的28位专家,在医院或门诊中心工作的德国和奥地利被要求填写关于PPPD各个方面的第一份问卷,关于翻译,原始的NPQ和他们自己的相关经验(第一轮),第二份问卷,其中包含他们可能同意或不同意的关于PPPD的陈述,使用6点李克特量表(第二轮),以及第三次调查,最终就将纳入NPQ的声明达成共识。此外,根据BáránySociety提出的PPPD诊断标准,选择了11名患者(平均年龄64.6±12.6岁;6名女性),并参加了半结构化访谈,以征求他们对原始NPQ内容的意见。使用描述性评估和基于逐字记录的定性内容分析来分析所有收集的数据。
    结果:根据专家和患者的评论和评分,在NPQ中增加了7个新项目。其修订版(NPQ-R)包括19个项目,使用7点Likert量表分为五个子量表,另外两个子量表与PPPD中的相关症状和症状行为有关。与NPQ的72相比,新的最大分数为114分。
    结论:NPQ-R是德国第一个患者报告的PPPD患者的结果测量。它应该有助于对受影响患者的PPPD强度进行全面评估。
    Persistent postural-perceptual dizziness (PPPD) is a functional disorder of the nervous system and currently one of the most common types of chronic dizziness. Currently existing questionnaires do not fully assess patients\' specific symptoms of PPPD. The Japanese Niigata PPPD Questionnaire (NPQ) was recently developed following consensus-based diagnosis criteria. The aim of this study was to translate it into German, evaluate its content with the help of experts and patients and, if necessary, revise the original version to allow for a comprehensive assessment of patients\' PPPD-related symptoms.
    A 3-round expert Delphi survey and semi-structured patient interviews were conducted. 28 experts from Switzerland, Germany and Austria working in hospitals or outpatient centres were asked to complete a first questionnaire on various aspects of PPPD, on the translated, original NPQ and their own related experiences (Round one), a second questionnaire with statements regarding PPPD they could agree or disagree with using a 6-point Likert-scale (Round two), and a third survey to finally reach a consensus on statements to be integrated into the NPQ. In addition, eleven patients (mean age of 64.6±12.6 years; 6 females) were selected according to the criteria for the diagnosis of PPPD proposed by the Bárány Society and participated in a semi-structured interview asking for their opinion on the content of the original NPQ. All collected data were analysed using a descriptive evaluation and a qualitative content analysis based on verbatim transcripts.
    Seven new items were added to the NPQ based on expert and patient comments and ratings. Its revised version (NPQ-R) comprises 19 items divided into five subscales using a 7-point Likert-scale with two additional subscales relating to associated symptoms and symptom behaviour in PPPD. The new maximal score is 114 points compared to 72 for the NPQ.
    The NPQ-R is the first patient-reported outcome measurement for patients with PPPD in German. It should help to provide a comprehensive assessment of the intensity of PPPD in affected patients.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    背景:低风险饮酒指南(LRDG)旨在减少酒精造成的危害。然而,不同国家采用的“低风险”门槛存在相当大的差异。
    根据加拿大的LRDG更新过程,本论文提供了以下关于在国家指南中建立“低风险”阈值的辩论主张:(1)作为健康损失的指标,年的生命损失(YLL)有几个优点,可以使其更适合制定指南比死亡,过早死亡或残疾调整后的寿命(DALYs)损失。(2)提供特定年龄的指南可能不是提供LRDG的最合适方式。(3)鉴于过去过分强调酒精对健康的所谓保护作用,与从包含与饮酒有因果关系的状况的加权复合风险函数得出的“整体健康”效应相比,提出特定原因指南可能不合适。(4)帮助人们减少饮酒,呈现与饮酒相关的不同风险区而不是单个低风险阈值可能是有利的。
    结论:国家LRDGs应基于寿命损失的年数,并且不应针对年龄或原因。我们建议使用风险区而不是单一的饮酒阈值来帮助人们评估自己的风险,并鼓励在整个酒精使用范围内采用具有积极健康影响的行为。
    Low-Risk Alcohol Drinking Guidelines (LRDGs) aim to reduce the harms caused by alcohol. However, considerable discrepancies exist in the \'low-risk\' thresholds employed by different countries.
    Drawing upon Canada\'s LRDGs update process, the current paper offers the following propositions for debate regarding the establishment of \'low-risk\' thresholds in national guidelines: (1) as an indicator of health loss, years of life lost (YLL) has several advantages that could make it more suitable for setting guidelines than deaths, premature deaths or disability adjusted years of life (DALYs) lost. (2) Presenting age-specific guidelines may not be the most appropriate way of providing LRDGs. (3) Given past overemphasis on the so-called protective effects of alcohol on health, presenting cause-specific guidelines may not be appropriate compared with a \'whole health\' effect derived from a weighted composite risk function comprising conditions that are causally related to alcohol consumption. (4) To help people reduce their alcohol use, presenting different risk zones associated with alcohol consumption instead of a single low risk threshold may be advantageous.
    National LRDGs should be based on years of life lost and should be neither age-specific nor cause-specific. We recommend using risk zones rather than a single drinking threshold to help people assess their own risk and encourage the adoption of behaviours with positive health impacts across the alcohol use spectrum.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    背景:手术从每个程序中生成大量数据。特别是视频数据为外科研究提供了重要的价值,临床结果评估,质量控制,和教育。数据生命周期受各种因素的影响,包括数据结构,收购,storage,和共享;数据使用和探索,最后是数据治理,其中包括与数据相关的所有道德和法律法规。手术数据科学的利益相关者普遍需要建立标准化框架,以解决此生命周期的各个方面,以确保数据质量和目的。
    方法:成立了工作组,在来自学术界和工业界的48名代表中,包括临床医生,计算机科学家和行业代表。这些工作组的重点是:数据使用,数据结构,数据探索,和数据治理。经过工作组和小组讨论,进行了修改的Delphi过程。
    结果:由此产生的Delphi共识为与手术视频数据相关的每个领域提供了概念化和结构化的建议。我们确定了数据生命周期中的关键利益相关者,并制定了全面的、容易理解,和广泛适用的数据利用指南。数据结构的标准化应包括格式和质量,数据源,文档,元数据,并说明数据中的偏见。为了促进科学数据探索,数据集应反映多样性,并保持适应未来的应用。数据治理必须对所有利益相关者透明,解决围绕数据的法律和道德考虑。
    结论:这一共识提出了关于生成标准化和多样化手术视频数据库的基本建议。考虑参与数据生成和整个生命周期使用的多个利益相关者。遵循SAGES注释框架,我们为数据使用的标准化奠定了基础,结构,和探索。随后将详细探讨适当数据管理的要求。
    Surgery generates a vast amount of data from each procedure. Particularly video data provides significant value for surgical research, clinical outcome assessment, quality control, and education. The data lifecycle is influenced by various factors, including data structure, acquisition, storage, and sharing; data use and exploration, and finally data governance, which encompasses all ethical and legal regulations associated with the data. There is a universal need among stakeholders in surgical data science to establish standardized frameworks that address all aspects of this lifecycle to ensure data quality and purpose.
    Working groups were formed, among 48 representatives from academia and industry, including clinicians, computer scientists and industry representatives. These working groups focused on: Data Use, Data Structure, Data Exploration, and Data Governance. After working group and panel discussions, a modified Delphi process was conducted.
    The resulting Delphi consensus provides conceptualized and structured recommendations for each domain related to surgical video data. We identified the key stakeholders within the data lifecycle and formulated comprehensive, easily understandable, and widely applicable guidelines for data utilization. Standardization of data structure should encompass format and quality, data sources, documentation, metadata, and account for biases within the data. To foster scientific data exploration, datasets should reflect diversity and remain adaptable to future applications. Data governance must be transparent to all stakeholders, addressing legal and ethical considerations surrounding the data.
    This consensus presents essential recommendations around the generation of standardized and diverse surgical video databanks, accounting for multiple stakeholders involved in data generation and use throughout its lifecycle. Following the SAGES annotation framework, we lay the foundation for standardization of data use, structure, and exploration. A detailed exploration of requirements for adequate data governance will follow.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    暂无摘要。
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

公众号