optimization

优化
  • 文章类型: Journal Article
    本文的目的是回顾有关肱骨远端骨折钢板(DHFPs)的研究,以了解系统地改变钢板或螺钉变量的生物力学影响。问题是DHFP通常用于手术,尽管并发症仍然可能发生,目前尚不清楚植入物配置是否总是使用生物力学标准进行优化。对PubMed数据库进行了系统搜索,以确定DHFP的英语生物力学优化研究,这些DHFP参数改变了板和/或螺钉变量,以分析其对工程性能的影响。关节内和关节外骨折(EAF)数据根据常用的生物力学结果指标进行分离和整理。结果确定了52项合格的DHFP研究,评估各种板和螺钉变量。评估的最常见的板变量是几何形状,孔类型,number,和位置。评估螺钉变量的研究较少,数字和角度是最常见的。然而,没有研究检查非金属材料的板或螺钉,这可能对未来的研究感兴趣。此外,文章使用了生物力学结果指标的各种组合,如碎片间骨折运动,骨头,板,或螺钉应力,失效的加载周期数,和总刚度(Os)或破坏强度(Fs)。然而,没有研究评估骨板下的骨应力来检查骨应力屏蔽,“这可能会影响临床骨骼健康。治疗肱骨远端关节内和关节外骨折的外科医生应认真考虑两种预轮廓,长,厚,锁定,和由长固定的平行板,厚,和板对板螺钉,这些螺钉位于沿着板的近端部分的交错水平处,还有一个额外的跨骨折钢板螺钉。此外,研究工程师可以通过在未来的工作中细读建议来改进新的研究(例如,研究替代非金属材料或“应力屏蔽”),临床后果(例如,锁定板的好处),和学习质量(例如,计算研究的实验验证)。
    The goal of this article was to review studies on distal humerus fracture plates (DHFPs) to understand the biomechanical influence of systematically changing the plate or screw variables. The problem is that DHFPs are commonly used surgically, although complications can still occur, and it is unclear if implant configurations are always optimized using biomechanical criteria. A systematic search of the PubMed database was conducted to identify English-language biomechanical optimization studies of DHFPs that parametrically altered plate and/or screw variables to analyze their influence on engineering performance. Intraarticular and extraarticular fracture (EAF) data were separated and organized under commonly used biomechanical outcome metrics. The results identified 52 eligible DHFP studies, which evaluated various plate and screw variables. The most common plate variables evaluated were geometry, hole type, number, and position. Fewer studies assessed screw variables, with number and angle being the most common. However, no studies examined nonmetallic materials for plates or screws, which may be of interest in future research. Also, articles used various combinations of biomechanical outcome metrics, such as interfragmentary fracture motion, bone, plate, or screw stress, number of loading cycles to failure, and overall stiffness (Os) or failure strength (Fs). However, no study evaluated the bone stress under the plate to examine bone \"stress shielding,\" which may impact bone health clinically. Surgeons treating intraarticular and extraarticular distal humerus fractures should seriously consider two precontoured, long, thick, locked, and parallel plates that are secured by long, thick, and plate-to-plate screws that are located at staggered levels along the proximal parts of the plates, as well as an extra transfracture plate screw. Also, research engineers could improve new studies by perusing recommendations in future work (e.g., studying alternative nonmetallic materials or \"stress shielding\"), clinical ramifications (e.g., benefits of locked plates), and study quality (e.g., experimental validation of computational studies).
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  • 文章类型: Journal Article
    控制算法是基于与自然启发机制相关的知识提出的,包括那些基于生物行为的。本文提出了一项综述,重点是在受物体之间引力启发的应用控制范围内取得的重大突破。确定了一种专注于人工势场的控制方法,以及四种优化元启发式算法:引力搜索算法,黑洞算法,多版本优化器,和银河群优化。对91篇相关论文进行了彻底的分析,以突出它们的性能,并确定引力和吸引力的基础,以及支持它们的宇宙法则。包括他们的标准配方,以及他们的改进,已修改,混合动力车,级联,模糊,混乱和自适应版本。此外,这篇综述还深入探讨了宇宙启发算法对动态系统控制问题的影响,提供与控制相关的应用程序的广泛列表,以及它们固有的优势和局限性。强有力的证据表明,引力启发和黑洞动态驱动算法可以胜过控制工程中其他著名的算法,即使它们不是根据现实的天体物理现象设计的,也不是根据天体物理学定律制定的。即便如此,它们支持未来的研究方向,以发展受牛顿/爱因斯坦物理学启发的高度复杂的控制定律,这样,有效的控制天体物理学桥梁可以建立和应用在广泛的应用。
    Control algorithms have been proposed based on knowledge related to nature-inspired mechanisms, including those based on the behavior of living beings. This paper presents a review focused on major breakthroughs carried out in the scope of applied control inspired by the gravitational attraction between bodies. A control approach focused on Artificial Potential Fields was identified, as well as four optimization metaheuristics: Gravitational Search Algorithm, Black-Hole algorithm, Multi-Verse Optimizer, and Galactic Swarm Optimization. A thorough analysis of ninety-one relevant papers was carried out to highlight their performance and to identify the gravitational and attraction foundations, as well as the universe laws supporting them. Included are their standard formulations, as well as their improved, modified, hybrid, cascade, fuzzy, chaotic and adaptive versions. Moreover, this review also deeply delves into the impact of universe-inspired algorithms on control problems of dynamic systems, providing an extensive list of control-related applications, and their inherent advantages and limitations. Strong evidence suggests that gravitation-inspired and black-hole dynamic-driven algorithms can outperform other well-known algorithms in control engineering, even though they have not been designed according to realistic astrophysical phenomena and formulated according to astrophysics laws. Even so, they support future research directions towards the development of high-sophisticated control laws inspired by Newtonian/Einsteinian physics, such that effective control-astrophysics bridges can be established and applied in a wide range of applications.
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  • 文章类型: Journal Article
    脂肪酶具有很高的经济重要性,广泛应用于生物柴油中,食物,洗涤剂,化妆品,和制药行业。合成生物学和系统生物学的迅速发展,不仅为全面理解黑曲霉细胞工厂的高效运行机制铺平了道路,而且为创建和优化高效黑曲霉细胞工厂引入了新的技术体系。在这次审查中,收集并更新了有关微生物脂肪酶酶来源和一般特性的所有相关数据。讨论了黑曲霉形态与蛋白质生产之间的关系。对黑曲霉菌株的安全性进行了研究,以确保产品安全。总结了黑曲霉脂肪酶表达的生物技术和影响因素。本文重点介绍了提高黑曲霉脂肪酶表达的各种策略。对这些方法的总结和基因编辑技术CRISPR/Cas9系统的应用可以进一步提高构建工程化产脂肪酶黑曲霉的效率。
    Lipase has high economic importance and is widely used in biodiesel, food, detergents, cosmetics, and pharmaceutical industries. The rapid development of synthetic biology and system biology has not only paved the way for comprehensively understanding the efficient operation mechanism of Aspergillus niger cell factories but also introduced a new technological system for creating and optimizing high-efficiency A. niger cell factories. In this review, all relevant data on microbial lipase enzyme sources and general properties are gathered and updated. The relationship between A. niger strain morphology and protein production is discussed. The safety of A. niger strain is investigated to ensure product safety. The biotechnologies and factors influencing lipase expression in A. niger are summarized. This review focuses on various strategies to improve lipase expression in A. niger. The summary of these methods and the application of the gene editing technology CRISPR/Cas9 system can further improve the efficiency of constructing the engineered lipase-producing A. niger.
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  • 文章类型: Journal Article
    尽管它们广泛应用于纸浆和造纸等行业,纺织品,食品和饮料,制药,和生物燃料生产,漆酶在变化的反应条件下遇到与其活性和稳定性相关的挑战。这篇综述积累了漆酶特性与反应条件之间复杂相互作用的数据,以最大程度地提高其在各种生物技术过程中的功效。有机介质的好处,如改善底物选择性和反应控制,以及它们的风险,如酶变性和活性降低。此外,收集并报道了反应条件如pH和温度对漆酶活性和稳定性的影响。像短小芽孢杆菌这样的来源,粪产碱菌,克劳氏芽孢杆菌,和特奎尔芽孢杆菌SN4正在产生既具有热活性又具有碱活性的漆酶。此外,由反应介质中各种物质的存在引起的变化,如金属,抑制剂,和有机溶剂也被报道。短小芽孢杆菌和地衣芽孢杆菌LS04在这种情况下产生最具抗性的漆酶。最后,突出了显着的漆酶,并建议每个工业应用的合适漆酶来源。
    在线版本包含补充材料,可在10.1007/s13205-024-04015-5获得。
    Despite their widespread applications in sectors such as pulp and paper, textile, food and beverage, pharmaceuticals, and biofuel production, laccases encounter challenges related to their activity and stability under varying reaction conditions. This review accumulates data on the complex interplay between laccase characteristics and reaction conditions for maximizing their efficacy in diverse biotechnological processes. Benefits of organic media such as improved substrate selectivity and reaction control, and their risks such as enzyme denaturation and reduced activity are reported. Additionally, the effect of reaction conditions such as pH and temperature on laccase activity and stability are gathered and reported. Sources like Bacillus pumilus, Alcaligenes faecalis, Bacillus clausii, and Bacillus tequilensis SN4 are producing laccases that are both thermo-active and alkali-active. Additionally, changes induced by the presence of various substances within reaction media such as metals, inhibitors, and organic solvents are also reported. Bacillus pumilus and Bacillus licheniformis LS04 produce the most resistant laccases in this case. Finally, the remarkable laccases have been highlighted and the proper laccase source for each industrial application is suggested.
    UNASSIGNED: The online version contains supplementary material available at 10.1007/s13205-024-04015-5.
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  • 文章类型: Journal Article
    非抗生素添加剂可以改善幽门螺杆菌感染控制。我们的目的是强调姜黄素对控制幽门螺杆菌感染的益处。我们讨论了自2020年以来主要使用关键词搜索出版的英文出版物。姜黄素是姜黄中的主要生物活性物质。姜黄素抑制幽门螺杆菌生长,脲酶活性,三个cag基因,和生物膜通过剂量和菌株依赖性活动。姜黄素还显示出许多抗癌活性,如凋亡诱导,抗炎和抗血管生成作用,caspase-3上调,Bax蛋白增强,p53基因激活,和化学致敏。补充三联疗法,该药物在三项伊朗研究中提高了根除幽门螺杆菌的成功率。脂质体制剂提高了生物利用度,脂质结合物,电喷雾封装,与蛋白质的纳米复合。该药物在每天0.5->4克的剂量下是安全的,最常见的(在16%的使用者中)不良反应是胃肠道不适。值得注意的是,姜黄素有利地影响肠道微生物群并抑制艰难梭菌。先前的报道显示姜黄素对幽门螺杆菌生长的抑制作用。姜黄素可能成为治疗幽门螺杆菌感染的添加剂,胃癌控制的辅助手段,和对肠道微生物群有益的药剂。需要进一步检查以确定其最佳剂量,与抗生素的协同作用,补充各种根除方案,和预防潜力。
    Non-antibiotic adjuncts may improve Helicobacter pylori infection control. Our aim was to emphasize curcumin benefits in controlling H. pylori infection. We discussed publications in English mostly published since 2020 using keyword search. Curcumin is the main bioactive substance in turmeric. Curcumin inhibited H. pylori growth, urease activity, three cag genes, and biofilms through dose- and strain-dependent activities. Curcumin also displayed numerous anticancer activities such as apoptosis induction, anti-inflammatory and anti-angiogenic effects, caspase-3 upregulation, Bax protein enhancement, p53 gene activation, and chemosensitization. Supplementing triple regimens, the agent increased H. pylori eradication success in three Iranian studies. Bioavailability was improved by liposomal preparations, lipid conjugates, electrospray-encapsulation, and nano-complexation with proteins. The agent was safe at doses of 0.5->4 g daily, the most common (in 16% of the users) adverse effect being gastrointestinal upset. Notably, curcumin favorably influences the intestinal microbiota and inhibits Clostridioides difficile. Previous reports showed the inhibitory effect of curcumin on H pylori growth. Curcumin may become an additive in the therapy of H. pylori infection, an adjunct for gastric cancer control, and an agent beneficial to the intestinal microbiota. Further examination is necessary to determine its optimal dosage, synergy with antibiotics, supplementation to various eradication regimens, and prophylactic potential.
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  • 文章类型: Journal Article
    丰霉素是脂肽家族的重要成员,在农业上有着广泛的应用,食物,医疗和化妆品行业。然而,低生产率和高成本严重阻碍了其商业应用。因此,许多研究已经致力于提高芬霉素的产量。本文对这些研究进行综述,旨在为今后的研究人员提供参考和指导。本文首先概述了通过非核糖体肽合成酶(NRPS)合成芬霉素的机理,然后深入研究了近年来提高fengycin产量的策略。这些策略主要包括发酵优化和代谢工程,代谢工程包括增加前体供应,调节因子的应用,启动子工程,基因组工程(基因组改组和基因组尺度代谢网络模型)的应用。最后,最后,我们对fengycin的生产进行了展望。
    Fengycin is an important member of the lipopeptide family with a wide range of applications in the agricultural, food, medical and cosmetic industries. However, its commercial application is severely hindered by low productivity and high cost. Therefore, numerous studies have been devoted to improving the production of fengycin. We summarize these studies in this review with the aim of providing a reference and guidance for future researchers. This review begins with an overview of the synthesis mechanism of fengycin via the non-ribosomal peptide synthetases (NRPS), and then delves into the strategies for improving the fengycin production in recent years. These strategies mainly include fermentation optimization and metabolic engineering, and the metabolic engineering encompasses enhancement of precursor supply, application of regulatory factors, promoter engineering, and application of genome-engineering (genome shuffling and genome-scale metabolic network model). Finally, we conclude this review with a prospect of fengycin production.
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  • 文章类型: Journal Article
    目标:一分钟的手术室(OR)时间花费$36至37。然而,众所周知,OR效率低下。关于提高OR效率的文献越来越多,但尚未在耳鼻咽喉科对该主题进行正式审查。本研究回顾并综合了当前有关提高耳鼻喉科OR效率的文献。
    方法:MEDLINE,EMBASE,WebofScience,CINAHL,科克伦图书馆,preprints.org,和medRxiv于2022年11月4日进行了搜索。
    方法:如果报告了改善耳鼻喉科OR效率的指标,则纳入已发表的英文研究。没有发布日期限制。文章由两名审稿人筛选。遵循系统审查的首选报告项目和范围审查的荟萃分析报告。
    结果:搜索产生9316篇无重复文章;包括129篇文章。大多数研究报道了头颈部手术(n=52/129)。主要策略包括手术考虑:止血装置,技术,和团队/同步方法;麻醉考虑因素:局部麻醉和喉罩气道;程序位置考虑因素:OR和远程技术之外的程序;标准化:设备,清单,和人员;调度注意事项:使用机器学习进行预订,考虑到患者/外科医生的因素,并利用专门的OR时间/多学科团队处理待命案件。
    结论:目前的文献引起了许多改善耳鼻喉科OR效率的策略的关注。应用这些策略并实施新技术来管理外科手术病例可能有助于减轻过载的医疗保健系统并改善获得护理的机会,同时促进患者安全和结果。预期的实施障碍包括对变革的抵制,资金,以及目前对医疗保健系统和提供者的压力。
    OBJECTIVE: One minute of operating room (OR) time costs $36 to 37. However, ORs are notoriously inefficient. There is growing literature on improving OR efficiency, but no formal review of this topic within otolaryngology has been performed. This study reviews and synthesizes the current literature on improving OR efficiency within otolaryngology.
    METHODS: MEDLINE, EMBASE, Web of Science, CINAHL, Cochrane Library, preprints.org, and medRxiv were searched on November 4, 2022.
    METHODS: Published English studies were included if they reported on metrics for improving OR efficiency within otolaryngology. There were no publication date restrictions. Articles were screened by 2 reviewers. Preferred Reporting Items for Systematic Reviews and Meta-analysis reporting for scoping reviews was followed.
    RESULTS: The search yielded 9316 no-duplicate articles; 129 articles were included. Most of the studies reported on head and neck procedures (n = 52/129). The main tactics included surgical considerations: hemostatic devices, techniques, and team/simultaneous approaches; anesthetic considerations: local anesthetic and laryngeal mask airways; procedure location considerations: procedures outside of the OR and remote technologies; standardization: equipment, checklists, and personnel; scheduling considerations: use of machine learning for booking, considering patient/surgeon factors, and utilizing dedicated OR time/multidisciplinary teams for on-call cases.
    CONCLUSIONS: The current literature brings to attention numerous strategies for improving OR efficiency within otolaryngology. Applying these strategies and implementing novel techniques to manage surgical cases may assist in offloading overloaded health care systems and improving access to care while facilitating patient safety and outcomes. Anticipated barriers to implementation include resistance to change, funding, and the current strain on health care systems and providers.
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  • 文章类型: Journal Article
    深度强化学习(DRL)在不同的领域和应用中获得了广泛的采用,主要是由于其在具有高维状态和动作的空间中解决复杂的决策问题的能力。深度确定性策略梯度(DDPG)是一种众所周知的DRL算法,采用演员-批评方法,综合基于价值和基于策略的强化学习方法的优势。这项研究的目的是全面研究最新发展,模式,障碍,以及与DDPG相关的潜在机会。使用相关的学术数据库进行了系统的搜索(Scopus,WebofScience,和ScienceDirect)确定过去五年(2018-2023年)发表的85项相关研究。我们全面概述了DDPG的关键概念和组件,包括它的配方,实施,和训练。然后,我们重点介绍了DDPG的各种应用和领域,包括自动驾驶,无人机,资源分配,通信和物联网,机器人,和金融。此外,我们提供了DDPG与其他DRL算法和传统RL方法的深入比较,突出它的优点和缺点。我们相信,这次审查将是研究人员的重要资源,为他们提供有关DRL和DDPG领域使用的方法和技术的宝贵见解。
    Deep Reinforcement Learning (DRL) has gained significant adoption in diverse fields and applications, mainly due to its proficiency in resolving complicated decision-making problems in spaces with high-dimensional states and actions. Deep Deterministic Policy Gradient (DDPG) is a well-known DRL algorithm that adopts an actor-critic approach, synthesizing the advantages of value-based and policy-based reinforcement learning methods. The aim of this study is to provide a thorough examination of the latest developments, patterns, obstacles, and potential opportunities related to DDPG. A systematic search was conducted using relevant academic databases (Scopus, Web of Science, and ScienceDirect) to identify 85 relevant studies published in the last five years (2018-2023). We provide a comprehensive overview of the key concepts and components of DDPG, including its formulation, implementation, and training. Then, we highlight the various applications and domains of DDPG, including Autonomous Driving, Unmanned Aerial Vehicles, Resource Allocation, Communications and the Internet of Things, Robotics, and Finance. Additionally, we provide an in-depth comparison of DDPG with other DRL algorithms and traditional RL methods, highlighting its strengths and weaknesses. We believe that this review will be an essential resource for researchers, offering them valuable insights into the methods and techniques utilized in the field of DRL and DDPG.
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  • 文章类型: Journal Article
    全球社会正在积极寻求替代能源,以减轻环境问题并减少对化石燃料的依赖。生物柴油,被公认为清洁和环保的燃料,与石油基替代品相比具有优势,已被确定为可行的替代品。然而,由于昂贵的生产工艺,其商业化面临挑战。建立更有效的大规模生产和分销供应链可以克服这些障碍,使生物柴油成为具有成本效益的解决方案。尽管在各种可再生能源供应链领域发表了大量评论文章,在专门解决生物柴油供应链网络设计的文献中仍然存在空白。本研究需要对生物柴油供应链网络的设计进行全面的系统文献综述(SLR)。主要目标是在经济上制定一个,environmental,和社会优化的供应链框架。审查还力求全面概述这些供应链中涉及的相关技术术语和关键活动。通过这个单反,对现有文献的全面检查和综合将为生物柴油供应链的设计和优化提供有价值的见解。此外,它将确定该领域的关键研究差距,提出第四代原料的探索,整合多渠道链,并将可持续性和弹性方面纳入供应链网络设计。这些提议的领域旨在解决现有的知识差距,并提高生物柴油供应链网络的整体有效性。
    The global community is actively pursuing alternative energy sources to mitigate environmental concerns and decrease dependence on fossil fuels. Biodiesel, recognized as a clean and eco-friendly fuel with advantages over petroleum-based alternatives, has been identified as a viable substitute. However, its commercialization encounters challenges due to costly production processes. Establishing a more efficient supply chain for mass production and distribution could surmount these obstacles, rendering biodiesel a cost-effective solution. Despite numerous review articles across various renewable energy supply chain domains, there remains a gap in the literature specifically addressing the biodiesel supply chain network design. This research entails a comprehensive systematic literature review (SLR) focusing on the design of biodiesel supply chain networks. The primary objective is to formulate an economically, environmentally, and socially optimized supply chain framework. The review also seeks to offer a holistic overview of pertinent technical terms and key activities involved in these supply chains. Through this SLR, a thorough examination and synthesis of existing literature will yield valuable insights into the design and optimization of biodiesel supply chains. Additionally, it will identify critical research gaps in the field, proposing the exploration of fourth-generation feedstocks, integration of multi-channel chains, and the incorporation of sustainability and resilience aspects into the supply chain network design. These proposed areas aim to address existing knowledge gaps and enhance the overall effectiveness of biodiesel supply chain networks.
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    文章类型: Journal Article
    元会话自动调节,一个人适应形式的运动处方,调整训练变量根据日常波动的表现考虑一个人的日常健身,疲劳,和准备运动通常用于运动相关的训练,可能有利于非运动员人群提高运动依从性。为了指导元会议自动调节的细化,审查现有文献并综合这些程序是如何实际实施的,这一点至关重要。根据PRIMSA指南,从2021年8月至2021年9月对两个数据库进行了范围审查,以确定和总结用于将工作量与元会议自动监管策略参与者相匹配的准备工作和决策过程的选定指标。同时还使用经过验证的清单评估现有研究设计的方法学质量。11项研究报告说,使用一种元会话自动调节形式进行运动。主要发现包括:(i)准备行使措施分为客观或主观措施,(二)主观准备程度的措施缺乏有效性的证据,(iii)未报告对自动监管策略的忠诚度。偏倚风险评估结果表明,45%的研究质量评分较差。元会话自动调节的现有实现不能直接翻译用于健康促进和疾病预防设置。在估计与锻炼依从性和/或健康和健身结果相关的影响之前,需要进行大量的改进研究来优化这种人适应性策略。根据发现的方法论缺陷,实施自动调节策略的研究人员将有助于审查为指导行为干预发展而创建的现有模型和框架。
    Meta-session autoregulation, a person-adaptive form of exercise prescription that adjusts training variables according to daily fluctuations in performance considering an individual\'s daily fitness, fatigue, and readiness-to-exercise is commonly used in sports-related training and may be beneficial for non-athlete populations to promote exercise adherence. To guide refinement of meta-session autoregulation, it is crucial to examine the existing literature and synthesize how these procedures have been practically implemented. Following PRIMSA guidelines a scoping review of two databases was conducted from August 2021 to September 2021 to identify and summarize the selected measures of readiness-to-exercise and decision-making processes used to match workload to participants in meta-session autoregulatory strategies, while also evaluating the methodological quality of existing study designs using a validated checklist. Eleven studies reported utilizing a form of meta-session autoregulation for exercise. Primary findings include: (i) readiness-to-exercise measures have been divided into either objective or subjective measures, (ii) measures of subjective readiness measures lacked evidence of validity, and (iii) fidelity to autoregulatory strategies was not reported. Results of the risk of bias assessment indicated that 45% of the studies had a poor-quality score. Existing implementations of meta-session autoregulation are not directly translatable for use in health promotion and disease prevention settings. Considerable refinement research is required to optimize this person-adaptive strategy prior to estimating effects related to exercise adherence and/or health and fitness outcomes. Based on the methodological deficits uncovered, researchers implementing autoregulation strategies would benefit reviewing existing models and frameworks created to guide behavioral intervention development.
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