evidence generation

  • 文章类型: Editorial
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  • 文章类型: Journal Article
    背景:慢性腿部溃疡在医疗保健领域面临着全球性挑战,需要精确的伤口测量以进行有效的治疗评估。这项研究是第一个使用客观措施验证伤口研究的“分裂伤口设计”方法。我们进一步改进了这种相对较新的方法,并将其与半自动伤口测量算法相结合。方法:该算法能够绘制客观的平分线,该平分线是通过沿最长边分割伤口表面的边界框来计算的。要评估此算法,我们比较了不同背景的手动操作员的主观伤口减半的准确性与算法生成的减半线和地面实况,在两个单独的回合。结果:在第一轮和第二轮中,手动伤口减半的中位数绝对偏差(MAD)分别为2%和3%,分别。另一方面,算法生成的减半线显示出与地面实况的偏差明显较低(MAD=0.3%,p<0.001)。结论:数据表明,这种伤口减半算法适用于进行伤口研究。这种半自动化算法与独特研究设计的创新组合提供了几个优点,包括减少患者招募需求,加快学习规划,节约成本,从而加快伤口护理领域的证据产生。我们的发现强调了改善伤口研究和临床实践的有希望的道路。
    Background: Chronic leg ulcers present a global challenge in healthcare, necessitating precise wound measurement for effective treatment evaluation. This study is the first to validate the \"split-wound design\" approach for wound studies using objective measures. We further improved this relatively new approach and combined it with a semi-automated wound measurement algorithm. Method: The algorithm is capable of plotting an objective halving line that is calculated by splitting the bounding box of the wound surface along the longest side. To evaluate this algorithm, we compared the accuracy of the subjective wound halving of manual operators of different backgrounds with the algorithm-generated halving line and the ground truth, in two separate rounds. Results: The median absolute deviation (MAD) from the ground truth of the manual wound halving was 2% and 3% in the first and second round, respectively. On the other hand, the algorithm-generated halving line showed a significantly lower deviation from the ground truth (MAD = 0.3%, p < 0.001). Conclusions: The data suggest that this wound-halving algorithm is suitable and reliable for conducting wound studies. This innovative combination of a semi-automated algorithm paired with a unique study design offers several advantages, including reduced patient recruitment needs, accelerated study planning, and cost savings, thereby expediting evidence generation in the field of wound care. Our findings highlight a promising path forward for improving wound research and clinical practice.
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  • 文章类型: Journal Article
    临床影响的证据对于释放数字健康解决方案(DHSs)的潜力至关重要。然而,许多解决方案未能提供积极的临床结果。我们认为,这种失败与当前的国土安全部评估设计方法有关,忽略了许多需要具体科学和设计考虑的关键特征(KC)。我们首先描述了DHS的KC:(1)它们是在医疗保健系统和患者级别实施的;(2)它们是“复杂”的干预措施;(3)它们可以通过许多较小的临床益处间接地驱动多种临床结果;(4)它们的作用机制可以在个体之间变化,并且根据患者的需求随时间而变化;(5)它们通过短期发展,迭代循环-在现实世界的使用环境中最佳。遵循我们的目标,以推动临床评估设计和DHS的独特特征之间的更好的一致性,然后,我们提供更好地解决这些KC的方法建议,包括作用机制映射的提示,替代随机化方法,控制臂适应,和新颖的终点选择,以及利用现实世界数据和平台研究的创新方法。
    Evidence of clinical impact is critical to unlock the potential of digital health solutions (DHSs), yet many solutions are failing to deliver positive clinical results. We argue in this viewpoint that this failure is linked to current approaches to DHS evaluation design, which neglect numerous key characteristics (KCs) requiring specific scientific and design considerations. We first delineate the KCs of DHSs: (1) they are implemented at health care system and patient levels; (2) they are \"complex\" interventions; (3) they can drive multiple clinical outcomes indirectly through a multitude of smaller clinical benefits; (4) their mechanism of action can vary between individuals and change over time based on patient needs; and (5) they develop through short, iterative cycles-optimally within a real-world use context. Following our objective to drive better alignment between clinical evaluation design and the unique traits of DHSs, we then provide methodological suggestions that better address these KCs, including tips on mechanism-of-action mapping, alternative randomization methods, control-arm adaptations, and novel end-point selection, as well as innovative methods utilizing real-world data and platform research.
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  • 文章类型: Journal Article
    背景:尽管利益相关者参与政策制定正在引起医学和医疗保健领域的关注,尚未建立实用的方法。罕见疾病政策,专门为有限的研究资源分配确定研究优先级,是一个通过利益相关者参与生成证据的领域,预计将是有效的。我们通过利益相关者的参与为罕见疾病政策制定提供了证据,并探索了利益相关者之间的有效合作。
    方法:我们构建了一个名为“证据生成共用空间”的空间,在那里,病人,家庭成员,研究人员,和前决策者可以分享他们的知识和经验,并参与关于证据生成的持续审议。因此出现了十种罕见疾病。在\'Commons\'中,连续举办了25次研讨会,主要是在线,从2019年到2021年。这些研讨会的重点是(1)澄清罕见病患者面临的困难,(2)制定和选择优先级设置标准,(3)通过应用标准确定优先级。第一步,举行了使用便签的现场研讨会。数据采用KJ法进行分析。第二步和第三步,举行了关于具体主题的讲习班,以建立共识。研讨会的议程和方法根据与会者的反馈进行了修改。
    结果:由43名参与者组成的“下议院”成立,产生了能力建设等积极影响,互动的机会,相互理解,参与者之间的同理心。罕见疾病患者面临的困难分为10类。七个研究主题被确定为需要解决的优先问题,包括“日常生活障碍”,\'财务负担\',\'焦虑\',和“住院负担”。这是通过合成两个标准的应用结果来进行的,这两个标准对于加强对罕见疾病的未来研究特别重要。我们还通过使用患者和家庭成员比研究人员和前决策者更重视的标准来澄清高优先级的研究主题。和具有特定视角的标准。
    结论:我们为罕见疾病领域的决策提供了证据。这项研究对利益相关者参与的见解可以增强循证决策。我们与政策制定者就政策实施和计划分析参与者在这个项目中的经验进行了全面的讨论。
    利益相关者的参与对于罕见疾病领域的有效决策具有重要意义。然而,这种参与的实际方法尚未建立。因此,我们开发了“Commons项目”,以生成有价值的决策信息,并探索利益相关者合作的有效途径。本文解释了25个连续车间的过程和结果,从2019年到2021年,有43人参加,包括患者,家庭成员,研究人员,和前决策者。在“下议院”中进行的讨论的主要成就包括对罕见疾病患者面临的困难的概述以及高度优先研究主题的制定。首先,罕见病患者面临的困难分为10类.第二,七个研究课题被确定为优先问题,包括“日常生活障碍”,“经济负担”,'焦虑',和“医院就诊负担”。在项目过程中,能力建设等积极影响,互动的机会,相互理解,参与者之间的同理心,已确定。在罕见疾病和政策科学领域之外,这些发现对社会的未来很有用,包括利益相关者之间的共同创造以及患者和公众的参与。根据这项研究的结果,我们已经开始与罕见疾病领域的政策利益相关者进行沟通,以政策执行为目的。
    BACKGROUND: Although stakeholder involvement in policymaking is attracting attention in the fields of medicine and healthcare, a practical methodology has not yet been established. Rare-disease policy, specifically research priority setting for the allocation of limited research resources, is an area where evidence generation through stakeholder involvement is expected to be effective. We generated evidence for rare-disease policymaking through stakeholder involvement and explored effective collaboration among stakeholders.
    METHODS: We constructed a space called \'Evidence-generating Commons\', where patients, family members, researchers, and former policymakers can share their knowledge and experiences and engage in continual deliberations on evidence generation. Ten rare diseases were consequently represented. In the \'Commons\', 25 consecutive workshops were held predominantly online, from 2019 to 2021. These workshops focused on (1) clarification of difficulties faced by rare-disease patients, (2) development and selection of criteria for priority setting, and (3) priority setting through the application of the criteria. For the first step, an on-site workshop using sticky notes was held. The data were analysed based on KJ method. For the second and third steps, workshops on specific themes were held to build consensus. The workshop agendas and methods were modified based on participants\' feedback.
    RESULTS: The \'Commons\' was established with 43 participants, resulting in positive effects such as capacity building, opportunities for interactions, mutual understanding, and empathy among the participants. The difficulties faced by patients with rare diseases were classified into 10 categories. Seven research topics were identified as priority issues to be addressed including \'impediments to daily life\', \'financial burden\', \'anxiety\', and \'burden of hospital visits\'. This was performed by synthesising the results of the application of the two criteria that were particularly important to strengthen future research on rare diseases. We also clarified high-priority research topics by using criteria valued more by patients and family members than by researchers and former policymakers, and criteria with specific perspectives.
    CONCLUSIONS: We generated evidence for policymaking in the field of rare diseases. This study\'s insights into stakeholder involvement can enhance evidence-informed policymaking. We engaged in comprehensive discussions with policymakers regarding policy implementation and planned analysis of the participants\' experiences in this project.
    Stakeholder involvement is significant for effective policymaking in the field of rare diseases. However, practical methods for this involvement have not yet been established. Therefore, we developed the ‘Commons project’ to generate valuable policymaking information and explore effective ways for stakeholders’ collaboration. This article explains the process and results of 25 continuous workshops, held from 2019 to 2021 with 43 participants, including patients, family members, researchers, and former policymakers. The main achievements of the discussion that took place in the ‘Commons’ included a presentation of the overview of the difficulties faced by patients with rare diseases and formulation of high priority research topics.First, the difficulties faced by patients with rare diseases were grouped into 10 categories. Second, seven research topics were identified as priority issues including ‘impediments to daily life’, ‘financial burden’, ‘anxiety’, and ‘burden of hospital visits’. During the project process, positive effects such as capacity building, opportunities for interactions, mutual understanding, and empathy among the participants, were identified. Beyond the context of the field of rare diseases and science of policy, these findings are useful for the future of society, including co-creation among stakeholders and patient and public involvement. Based on this study’s results, we have initiated communications with policy stakeholders in the field of rare diseases, with the aim of policy implementation.
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  • 文章类型: Journal Article
    一项新技术的健康技术评估(HTA)的证据生成是一个漫长而昂贵的过程,无法保证该健康技术将被采用并实施到医疗保健系统中。这表明,对于开发高成本技术的公司来说,失败的风险更大,因此可能需要采取激励措施(例如增加可用于研究的资金或额外的市场排他性)来鼓励开发此类技术,正如许多高成本的孤儿药所看到的那样。
    本文讨论了通过使用现有的HTA工艺来评估高成本技术的一些关键问题,以及未来的挑战。
    我们建议,虽然当前的HTA过程是稳健的,但其演变为适应现实世界数据和证据的结合以及生命周期HTA方法应该更好地使开发人员能够产生所需的证据有效性和成本效益。这将减少HTA机构的决策不确定性,以便更及时,更有效地做出采用决定。此外,预算影响分析对于了解对卫生保健系统和用于辅助决策的成本效益框架之外的预算的实际财务影响仍然很重要。
    UNASSIGNED: Evidence generation for the health technology assessment (HTA) of a new technology is a long and expensive process with no guarantees that the health technology will be adopted and implemented into a health-care system. This would suggest that there is a greater risk of failure for a company developing a high-cost technology and therefore incentives (such as increasing the funding available for research or additional market exclusivity) may be needed to encourage development of such technologies as has been seen with many high-cost orphan drugs.
    UNASSIGNED: This paper discusses some of the key issues relating to the evaluation of high-cost technologies through the use of existing HTA processes and what the challenges will be going forward.
    UNASSIGNED: We propose that while the current HTA process is robust, its evolution into accommodating the incorporation of real-world data and evidence alongside a life-cycle HTA approach should better enable developers to produce the evidence required on effectiveness and cost-effectiveness. This should lead to reduced decision uncertainty for HTA agencies to make adoption decisions in a more timely and efficient manner. Furthermore, budget impact analysis remains important in understanding the actual financial impact on health-care systems and budgets outside of the cost-effectiveness framework used to aid decision-making.
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  • 文章类型: Journal Article
    相对有效性评估的证据要求在欧洲卫生技术评估(HTA)机构中有所不同,影响HTA决策的时间,并可能延迟患者进入的时间。改进的对齐可能会减少这个时间;因此,我们的目标是分析欧洲HTA机构在肿瘤药物评估证据要求方面的差异,并为提高一致性提供建议.
    与意大利药物评估中的利益相关者进行了访谈,荷兰,波兰,葡萄牙,英格兰和威尔士,和瑞典关于几个子领域的证据要求,以识别差异并获得解决差异的建议。对访谈结果进行了分析,分析了每个HTA机构的证据可接受性程度以及HTA机构之间证据要求的一致性。
    显示值得注意的差异的子域涉及外推到其他人群的可接受性,类效果,无进展生存期和(其他)替代终点作为结果,缺乏生活质量数据,单臂试验,交叉试验设计,试用期短,以及效应大小的临床相关性。
    可以增强对齐,以减少决策时间,并提高患者获取的公平性。实现这一目标的拟议建议包括联合早期对话,加强国家之间的合作和交流,联合相对有效性评估,以及访问协议的使用。
    UNASSIGNED: Evidentiary requirements for relative effectiveness assessment vary among European health technology assessment (HTA) bodies, affecting the time to HTA decision-making and potentially delaying time to patient access. Improved alignment may reduce this time; therefore, we aim to analyze the differences in evidentiary requirements for oncology drug assessments among European HTA bodies and provide recommendations toward an increased alignment.
    UNASSIGNED: Interviews were conducted with stakeholders in drug assessments of Italy, the Netherlands, Poland, Portugal, England and Wales, and Sweden about evidentiary requirements for several subdomains to identify differences and obtain recommendations for addressing differences. The interview results were analyzed on degrees of evidence acceptability per HTA body and alignment on evidentiary requirements among HTA bodies.
    UNASSIGNED: Subdomains demonstrating noteworthy differences concerned the acceptability of extrapolation to other populations, class effects, progression-free survival and (other) surrogate endpoints as outcomes, the absence of quality-of-life data, single-arm trials, cross-over trial designs, short trial duration, and the clinical relevance of effect size.
    UNASSIGNED: Alignment can be enhanced to reduce time to decision-making and to improve equity in patient access. Proposed recommendations to achieve this included joint early dialogues, intensified collaboration and exchange between countries, joint relative effectiveness assessments, and the use of access agreements.
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  • 文章类型: Journal Article
    人工智能(AI)因其在医疗保健领域的巨大潜力而备受关注,但是吸收很慢。存在巨大的障碍,挑战健康技术评估(HTA)专业人员使用AI生成的证据从大型现实世界数据库中进行决策(例如,基于索赔数据)。作为欧盟委员会资助的HTxH2020(下一代健康技术评估)项目的一部分,我们旨在提出建议,以支持医疗保健决策者将AI集成到HTA流程中。的障碍,由文件处理,特别关注中欧和东欧(CEE)国家,HTA的实施和对健康数据库的访问落后于西欧国家。
    我们进行了一项调查,对将AI用于HTA目的的障碍进行排名,由中东欧地区具有HTA专业知识的受访者完成。使用结果,CEEHTx联盟的两名成员就最关键的障碍提出了建议。然后,更广泛的专家组在研讨会上讨论了这些建议,包括HTA和来自中东欧国家和西欧国家的报销决策者,并在一份共识报告中进行了总结。
    已经制定了建议,以解决(1)与人为因素相关的障碍,专注于教育HTA实干家和用户,建立合作和最佳实践共享;(2)监管和政策相关障碍,提出提高认识和政治承诺,并改善对AI使用的敏感信息的管理;(3)与数据相关的障碍,建议加强标准化和与数据网络的合作,管理缺失和非结构化数据,使用分析和统计方法来解决偏见,使用质量评估工具和质量标准,改进报告,并为使用数据创造更好的条件;(4)技术壁垒,建议人工智能基础设施的可持续发展。
    在HTA领域,人工智能在支持证据生成和评估方面的巨大潜力尚未得到充分探索和实现。提高对基于人工智能的方法的预期和非预期后果的认识,并鼓励决策者做出政治承诺,对于升级将人工智能更好地纳入基于HTA的决策过程所需的监管和基础设施环境以及知识库是必要的。
    Artificial intelligence (AI) has attracted much attention because of its enormous potential in healthcare, but uptake has been slow. There are substantial barriers that challenge health technology assessment (HTA) professionals to use AI-generated evidence for decision-making from large real-world databases (e.g., based on claims data). As part of the European Commission-funded HTx H2020 (Next Generation Health Technology Assessment) project, we aimed to put forward recommendations to support healthcare decision-makers in integrating AI into the HTA processes. The barriers, addressed by the paper, are particularly focusing on Central and Eastern European (CEE) countries, where the implementation of HTA and access to health databases lag behind Western European countries.
    We constructed a survey to rank the barriers to using AI for HTA purposes, completed by respondents from CEE jurisdictions with expertise in HTA. Using the results, two members of the HTx consortium from CEE developed recommendations on the most critical barriers. Then these recommendations were discussed in a workshop by a wider group of experts, including HTA and reimbursement decision-makers from both CEE countries and Western European countries, and summarized in a consensus report.
    Recommendations have been developed to address the top 15 barriers in areas of (1) human factor-related barriers, focusing on educating HTA doers and users, establishing collaborations and best practice sharing; (2) regulatory and policy-related barriers, proposing increasing awareness and political commitment and improving the management of sensitive information for AI use; (3) data-related barriers, suggesting enhancing standardization and collaboration with data networks, managing missing and unstructured data, using analytical and statistical approaches to address bias, using quality assessment tools and quality standards, improving reporting, and developing better conditions for the use of data; and (4) technological barriers, suggesting sustainable development of AI infrastructure.
    In the field of HTA, the great potential of AI to support evidence generation and evaluation has not yet been sufficiently explored and realized. Raising awareness of the intended and unintended consequences of AI-based methods and encouraging political commitment from policymakers is necessary to upgrade the regulatory and infrastructural environment and knowledge base required to integrate AI into HTA-based decision-making processes better.
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  • 文章类型: Journal Article
    科学进步,新的美国FDA批准途径和有限的竞争促进了近年来批准的罕见病治疗方法数量的快速增长。虽然孤儿药批准数量的增加是成功的标志,批准的罕见疾病治疗方法的快速增长引起了人们对孤儿药定价及其对卫生系统的累积负担能力的担忧。支持努力建立政策和实践基础设施,在患者和卫生系统负担得起的平台内推动创新,本文分析了与药物开发相关的改革方案的潜在风险和优势,定价和覆盖范围。
    Scientific advancements, new US FDA approval pathways and limited competition have contributed to rapid growth in the number of approved rare disease treatments in recent years. While the rising numbers of orphan drug approvals are a sign of success, the rapid growth in approved rare disease treatments has created concerns about the pricing of orphan drugs and their cumulative affordability to the health system. To support efforts to build a policy and practice infrastructure that drives innovation within a platform that is affordable to patients and the health system, this paper provides an analysis of potential risks as well as advantages of reform options related to drug development, pricing and coverage.
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  • 文章类型: Journal Article
    背景:目标产品概况(TPP)概述了针对特定疾病的目标产品的期望概况,并被公司用于计划临床开发。考虑到卫生技术评估(HTA)在告知报销决定方面的重要性日益提高,需要建立一个强大的TPP来满足HTA的需求,指导综合证据生成计划,以支持HTA提交。这项研究评估了公司在将HTA考虑纳入TPP开发方面的当前实践和经验。方法:2019年设计并进行了意见调查,作为由多项选择题组成的横断面问卷。该问卷对公司在将HTA考虑纳入TPP方面的战略和经验进行了定性评估。符合条件的调查参与者是18家顶级国际制药公司的全球HTA/市场准入部门的高级管理人员。结果:11家公司回复了调查。所有公司在TPP开发中都包含了HTA要求,但是时间和过程各不相同。HTA输入的重点与健康问题和治疗途径有关,临床疗效/有效性,和安全。HTA方法的差异和不同的价值框架被认为是发展计划的挑战。利益相关者参与,比如HTA科学建议,用于对TPP进行压力测试。结论:这项研究为基于价值的药物开发提供了对当前实践和潜在机会的见解。它展示了TPP涵盖HTA要求的演变,并建议TPP可以作为一个迭代沟通工具,与HTA机构一起使用,以增强综合证据生成计划。
    Background: The target product profile (TPP) outlines the desired profile of a target product aimed at a particular disease and is used by companies to plan clinical development. Considering the increasing importance of health technology assessment (HTA) in informing reimbursement decisions, a robust TPP needs to be built to address HTA needs, to guide an integrated evidence generation plan that will support HTA submissions. This study assessed current practices and experiences of companies in building HTA considerations into TPP development. Methods: An opinion survey was designed and conducted in 2019, as a cross-sectional questionnaire consisting of multiple-choice questions. The questionnaire provided a qualitative assessment of companies\' strategies and experiences in building HTA considerations into the TPP. Eligible survey participants were the senior management of Global HTA/Market Access Departments at 18 top international pharmaceutical companies. Results: 11 companies responded to the survey. All companies included HTA requirements in TPP development, but the timing and process varied. The key focus of HTA input related to health problems and treatment pathways, clinical efficacy/effectiveness, and safety. Variance of HTA methods and different value frameworks were identified as a challenge for development plans. Stakeholder engagement, such as HTA scientific advice, was used to pressure test the TPP. Conclusion: This research provides insight into current practice and potential opportunities for value-based drug development. It demonstrates the evolution of the TPP to encompass HTA requirements and suggests that the TPP could have a role as an iterative communication tool for use with HTA agencies to enhance an integrated evidence generation plan.
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  • 文章类型: Journal Article
    整个欧洲的国家卫生技术评估(HTA)显示,与欧洲药品管理局(EMA)的评估相比,证据要求存在差异。影响上市许可后患者获得药物的时间。本文分析了EMA和HTA机构对肿瘤学药物的证据要求之间的差异,并就可能的进一步调整提供了建议,以最大程度地减少和最佳地管理剩余的差异。与来自EMA和HTA机构的代表和药物评估专家进行了访谈,以确定几个子领域的证据要求,并收集可能更有效地解决差异的建议。对EMA和HTA机构的证据可接受性进行了比较分析,并在两个当局之间进行了潜在的进一步调整。
    EMA的现有证据的可接受性高于HTA体。在大多数情况下,HTA机构和EMA在证据要求上是一致的。显示显着差异的子域涉及接受目标人群的限制和目标人群的外推,无进展生存期和(其他)替代终点作为结果,交叉设计,试用期短,以及效应大小的临床相关性。减少或最佳管理分歧的建议包括联合早期对话,联合相对有效性评估,以及托管进入协议的使用。
    在证据要求的重要领域中确定了EMA和HTA体评估之间的差异。建议提高EMA和HTA机构之间的一致性,并讨论实现建议。
    National health technology assessments (HTAs) across Europe show differences in evidentiary requirements from assessments by the European Medicines Agency (EMA), affecting time to patient access for drugs after marketing authorization. This article analyzes the differences between EMA and HTA bodies\' evidentiary requirements for oncology drugs and provides recommendations on potential further alignment to minimize and optimally manage the remaining differences.
    Interviews were performed with representatives and drug assessment experts from EMA and HTA bodies to identify evidentiary requirements for several subdomains and collect recommendations for potentially more efficiently addressing differences. A comparative analysis of acceptability of the evidence by EMA and the HTA bodies and for potential further alignment between both authorities was conducted.
    Acceptability of available evidence was higher for EMA than HTA bodies. HTA bodies and EMA were aligned on evidentiary requirements in most cases. The subdomains showing notable differences concerned the acceptance of limitation of the target population and extrapolation of target populations, progression-free survival and (other) surrogate endpoints as outcomes, cross-over designs, short trial duration, and clinical relevance of the effect size. Recommendations for reducing or optimally managing differences included joint early dialogues, joint relative effectiveness assessments, and the use of managed entry agreements.
    Differences between assessments of EMA and HTA bodies were identified in important areas of evidentiary requirements. Increased alignment between EMA and HTA bodies is suggested and recommendations for realization are discussed.
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