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Evaluation of exam questions using bootstrapping: Practical applications in R and SPSS with a case study 使用引导法评估考试问题:在R和SPSS中的实际应用与案例研究。
IF 4.7 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-07-15 DOI: 10.1002/ase.70082
Changiz Mohiyeddini

This article presents a step-by-step guide to using R and SPSS to bootstrap exam questions. Bootstrapping, a versatile nonparametric analytical technique, can help to improve the psychometric qualities of exam questions in the process of quality assurance. Bootstrapping is particularly useful in disciplines such as medical education, where student cohorts are normally too small to reliably use parametric analysis to evaluate the quality of exam questions. Traditional parametric approaches need large samples; otherwise, they can yield unreliable estimates of metrics such as item difficulty and point-biserial correlations with small cohorts, potentially misleading the evaluation of exam questions and consequently leading to flawed assessments. By employing bootstrapping, educators can resample data to obtain robust confidence intervals for key metrics. This allows for a more accurate evaluation of question quality. This guide provides a step-by-step approach using R and SPSS, along with explaining the necessary code to bootstrap exam question means, standard deviations, item difficulty, and point-biserial correlations. In addition, the code includes automated visualizations and the capability to export results in reader-friendly tables, enhancing time efficiency and streamlining both data analysis and presentation processes. Furthermore, this article includes a case study in which the code is applied and the results are discussed to showcase how bootstrapping can inform decisions regarding exam question revisions.

本文将逐步介绍如何使用R和SPSS引导考试问题。Bootstrapping是一种通用的非参数分析技术,在质量保证的过程中有助于提高试题的心理测量质量。自举法在医学教育等学科中特别有用,因为这些学科的学生群体通常太小,无法可靠地使用参数分析来评估试题的质量。传统的参数化方法需要大样本;否则,它们可能会产生不可靠的指标估计,如项目难度和与小队列的点双序列相关性,可能会误导对考试问题的评估,从而导致有缺陷的评估。通过采用引导,教育工作者可以重新采样数据,以获得关键指标的稳健置信区间。这样可以更准确地评估问题的质量。本指南提供了一个循序渐进的方法,使用R和SPSS,以及解释必要的代码来引导考试问题的均值,标准差,项目难度,和点双列相关性。此外,该代码还包括自动可视化和以对读者友好的表格形式导出结果的功能,从而提高了时间效率并简化了数据分析和表示过程。此外,本文还包括一个案例研究,其中应用了代码并讨论了结果,以展示引导如何为有关考试问题修订的决策提供信息。
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引用次数: 0
Moving to learn: Enhancing anatomy education through physical activity and video-based instruction 移动学习:通过身体活动和视频教学加强解剖学教育。
IF 4.7 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-07-15 DOI: 10.1002/ase.70095
Maureen Schaefer, Libby Bradley, Nicole Geske, Nebiyat Girma, Laura Gjidoda

Multiple studies have demonstrated the linkage between sedentary lifestyles and adverse health outcomes, emphasizing the need to prioritize student movement and health as a part of the medical school curriculum. This qualitative study assessed the relationship between movement-centered teaching and students' perceptions of learned content through the integration of exercise anatomy videos into a Musculoskeletal Systems first-year Osteopathic Medicine course at a Michigan State University. One-on-one student interviews were conducted, and the transcribed interviews were used to identify key themes using an inductive coding process. Results demonstrated the exercise videos aided learning by associating movements or senses with learning, repetition, and time efficiency, as well as boosting mental and physical wellness by reducing stress and anxiety and incorporating physical activity. Overall, this research emphasizes the multiple benefits of incorporating movement into anatomy education.

多项研究表明,久坐不动的生活方式与不良健康结果之间存在联系,强调有必要将学生运动和健康作为医学院课程的一部分。本定性研究通过将运动解剖学视频整合到密歇根州立大学一年级的肌肉骨骼系统骨科医学课程中,评估了以运动为中心的教学与学生对所学内容的感知之间的关系。进行了一对一的学生访谈,并使用归纳编码过程使用转录的访谈来确定关键主题。结果表明,运动视频通过将运动或感官与学习、重复和时间效率联系起来,帮助学习,并通过减少压力和焦虑以及结合体育活动来促进身心健康。总的来说,这项研究强调了将运动纳入解剖学教育的多重好处。
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引用次数: 0
AI's ability to interpret unlabeled anatomy images and supplement educational research as an AI rater 人工智能能够解释未标记的解剖图像,并作为人工智能评分者补充教育研究。
IF 4.7 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-07-11 DOI: 10.1002/ase.70074
Lord J. Hyeamang, Tejas C. Sekhar, Emily Rush, Amy C. Beresheim, Colleen M. Cheverko, William S. Brooks, Abbey C. M. Breckling, M. Nazmul Karim, Christopher Ferrigno, Adam B. Wilson

Evidence suggests custom chatbots are superior to commercial generative artificial intelligence (GenAI) systems for text-based anatomy content inquiries. This study evaluates ChatGPT-4o's and Claude 3.5 Sonnet's capabilities to interpret unlabeled anatomical images. Secondarily, ChatGPT o1-preview was evaluated as an AI rater to grade AI-generated outputs using a rubric and was compared against human raters. Anatomical images (five musculoskeletal, five thoracic) representing diverse image-based media (e.g., illustrations, photographs, MRI) were annotated with identification markers (e.g., arrows, circles) and uploaded to each GenAI system for interpretation. Forty-five prompts (i.e., 15 first-order, 15 second-order, and 15 third-order questions) with associated images were submitted to both GenAI systems across two timepoints. Responses were graded by anatomy experts for factual accuracy and superfluity (the presence of excessive wording) on a three-point Likert scale. ChatGPT o1-preview was tested for agreement against human anatomy experts to determine its usefulness as an AI rater. Statistical analyses included inter-rater agreement, hierarchical linear modeling, and test–retest reliability. ChatGPT-4o's factual accuracy score across 45 outputs was 68.0% compared to Claude 3.5 Sonnet's score of 61.5% (p = 0.319). As an AI rater, ChatGPT o1-preview showed moderate to substantial agreement with human raters (Cohen's kappa = 0.545–0.755) for evaluating factual accuracy according to a rubric of textbook answers. Further improvements and evaluations are needed before commercial GenAI systems can be used as credible student resources in anatomy education. Similarly, ChatGPT o1-preview demonstrates promise as an AI assistant for educational research, though further investigation is warranted.

有证据表明,在基于文本的解剖学内容查询方面,定制聊天机器人优于商业生成人工智能(GenAI)系统。本研究评估了chatgpt - 40和Claude 3.5 Sonnet解释未标记解剖图像的能力。其次,ChatGPT 01 -preview被评估为人工智能评分者,使用一个规则对人工智能生成的输出进行评分,并与人类评分者进行比较。解剖图像(五张肌肉骨骼,五张胸骨)代表不同的基于图像的媒体(如插图、照片、MRI),用识别标记(如箭头、圆圈)进行注释,并上传到每个GenAI系统进行解释。45个提示(即15个一阶、15个二阶和15个三阶问题)和相关图像在两个时间点上提交给两个GenAI系统。解剖专家根据事实准确性和多余性(过度措辞的存在)对回答进行打分,李克特量表分为三点。ChatGPT 01预览版与人体解剖学专家进行了测试,以确定其作为人工智能评级器的实用性。统计分析包括评分者间的一致性、层次线性模型和重测信度。chatgpt - 40在45个输出中的事实准确性得分为68.0%,而Claude 3.5 Sonnet的得分为61.5% (p = 0.319)。作为一名人工智能评分者,ChatGPT 01 -preview在根据教科书答案的标题评估事实准确性方面与人类评分者(Cohen的kappa = 0.545-0.755)表现出中度至实质性的一致。在商业化的GenAI系统可以作为解剖学教育中可靠的学生资源之前,还需要进一步的改进和评估。同样,ChatGPT 01 -preview也展示了其作为教育研究人工智能助手的前景,不过还需要进一步的研究。
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引用次数: 0
Enhancing anatomical education: Developing and evaluating ultrasound training for anatomists 加强解剖学教育:发展和评估解剖学家的超声培训。
IF 4.7 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-07-10 DOI: 10.1002/ase.70093
Siphelele Khanyile, Johanna Maria de Lange, Daniël J. van Hoving, Karin Baatjes, Heinri Zaayman, Janine C. Correia

Ultrasound is a useful diagnostic tool that can yield significant diagnostic data, but its optimized usage necessitates operators who are trained and experienced. Integrating ultrasound into anatomy education has been demonstrated to significantly enhance medical and health science students' understanding of living anatomy by providing real-time, dynamic visualizations of anatomical structures. This study aimed to develop, implement, and evaluate a comprehensive program for anatomists, with a focus on enhancing training in ultrasound techniques and fostering motivation to integrate ultrasound into their teaching methodologies for effective anatomical instruction. This qualitative case study was conducted with thirteen lecturers and MSc Anatomy students at the Division of Clinical Anatomy, Stellenbosch University, after obtaining written informed consent prior to participation. The study employed a convenient sampling strategy, ensuring that all participants were willing and interested in the ultrasound training session. Participants received preparatory videos before engaging in practical training. The session involved a brief theoretical introduction followed by 90 min of hands-on practice, where participants scanned anatomical structures under guidance. Out of the 13 participants, ten completed the open-ended questionnaires. Thematic analysis of the data developed two themes. These are described as: (1) Strengths of Ultrasound Training; and (2) Challenges and Strategies for Improvement in Ultrasound Training. The training effectively engaged participants and highlighted areas for improvement to enhance the educational impact. The study was conducted at a single institutional setting, and as a result, the findings may have limited transferability to other institutions with different teaching methods and resources.

超声是一种有用的诊断工具,可以产生重要的诊断数据,但其优化使用需要经过培训和经验丰富的操作人员。将超声整合到解剖学教学中,通过提供解剖结构的实时、动态可视化,已被证明可以显著提高医学和健康科学学生对活体解剖学的理解。本研究旨在为解剖学家制定、实施和评估一项综合计划,重点是加强超声技术的培训,并培养将超声纳入其教学方法的动机,以实现有效的解剖学教学。本定性案例研究是在获得参与前的书面知情同意后,由Stellenbosch大学临床解剖学系的13位讲师和硕士解剖学学生进行的。该研究采用了一种方便的抽样策略,确保所有参与者都愿意并对超声训练感兴趣。参加者在参加实际训练前先观看了预备录像。课程包括一个简短的理论介绍,然后是90分钟的实践,参与者在指导下扫描解剖结构。在13名参与者中,有10人完成了开放式问卷。对数据的专题分析形成了两个主题。这些被描述为:(1)超声训练的优势;(2)超声培训面临的挑战与改进策略。培训有效地吸引了参与者,并突出了需要改进的地方,以增强教育影响。这项研究是在单一的院校环境下进行的,因此,研究结果在其他具有不同教学方法和资源的院校的可转移性可能有限。
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引用次数: 0
Exploring the relationship between entertainment and education in anatomy public engagement: A qualitative examination of anatomists' perspectives 探索解剖学公众参与中娱乐与教育之间的关系:解剖学家视角的定性检验。
IF 4.7 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-07-09 DOI: 10.1002/ase.70092
Lucas D. Wilmshurst, Lauren Clunie, Kieron Brand, Chandini Parsan Chand, Kat A. Sanders

Entertainment is deeply rooted in education, from wise-cracking teachers to health documentaries. In the context of anatomy, this already complex relationship is entwined with deeply significant ethical considerations, often related to the field's reliance on human tissue, yet it remains unexplored. This study aimed to understand anatomists' perceptions of the role of entertainment in anatomy public engagement. Semi-structured interviews were conducted with seven anatomists with strong public engagement profiles, and thematic analysis was conducted on the transcripts. There was variability between participants as to what “entertainment” means and its link to education, though a range of ways educators can be entertaining, including narratives, personal relevance, and games, were identified. There were also two perceived impacts of entertainment on audiences identified: impact on education (to aid or impede learning) and impact on engagement including initial engagement, engagement throughout, and ongoing engagement. This study found that anatomists are keenly aware of the historical and anatomical context of their public engagement, with some hesitancy to even use the term “entertainment” due to misconceptions that it is inherently hedonistic and thus disrespectful. This study highlights the complex and context-dependent nature of the relationship between entertainment and education in anatomy public engagement, emphasizing the need for anatomists to carefully consider the types and impacts of entertainment they employ to effectively engage and educate public audiences while respecting the discipline's unique ethical considerations. More research is needed to clarify this relationship between education and entertainment from the audience's perspective.

娱乐深深植根于教育,从睿智的老师到健康纪录片。在解剖学的背景下,这种已经复杂的关系与深刻的重大伦理考虑交织在一起,通常与该领域对人体组织的依赖有关,但它仍未被探索。本研究旨在了解解剖学家对娱乐在解剖学公众参与中的作用的看法。对7位具有较强公众参与背景的解剖学家进行半结构化访谈,并对访谈记录进行专题分析。对于“娱乐”的含义及其与教育的联系,参与者之间存在差异,尽管教育者可以通过叙述、个人关联和游戏等方式实现娱乐化。我们还发现了娱乐对观众的两种影响:对教育的影响(帮助或阻碍学习)和对参与度的影响,包括最初的参与度、整个过程的参与度和持续的参与度。这项研究发现,解剖学家敏锐地意识到他们参与公共活动的历史和解剖学背景,甚至有些犹豫使用“娱乐”这个词,因为人们错误地认为它本质上是享乐主义的,因此是不尊重的。本研究强调了解剖学公众参与中娱乐和教育之间关系的复杂性和情境依赖性,强调解剖学家需要仔细考虑他们所采用的娱乐类型和影响,以有效地吸引和教育公众观众,同时尊重该学科独特的伦理考虑。需要更多的研究从观众的角度来阐明教育和娱乐之间的关系。
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引用次数: 0
Exploring response process validity of uncertainty tolerance scales implemented among health professions students 探讨不确定度容忍量表在卫生专业学生中的反应过程效度。
IF 4.7 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-07-07 DOI: 10.1002/ase.70083
Jennifer L. Eastwood, Melanie K. Farlie, Adam B. Wilson, Michelle D. Lazarus, Bradley Hunt, Georgina C. Stephens

Uncertainty tolerance (UT) describes how individuals perceive and respond to uncertainty. Quantitative UT scales developed with physicians have been widely used in the health professions literature; however, recent studies have raised questions about their validity when implemented among students. This study explored response process validity of two commonly implemented UT scales, the Physician's Reactions to Uncertainty (PRU1995) and Tolerance for Ambiguity (TFA) scales, addressing the research question: How do health professions students conceptualize uncertainty tolerance in scale items, and what features of the scales (e.g., clarity, context, or relatability of items) influence their conceptualizations? Cognitive interviewing captured the thought processes of Australian (11) and US (22) health professions students while responding to PRU1995 or TFA items. Interviews were analyzed using a team-based approach to framework analysis. The study found that students conceptualized items in ways that were specific to the student role and context and struggled to relate to clinically contextualized scale items. Factors that moderated students' responses were identified, including limited responsibility for patient outcomes, self-reflection, and goals related to academic success. Having identified student-specific conceptualizations of the UT construct as well as issues of item relatability, context, and clarity, we caution against using the PRU1995 or TFA scales among health professions students. This work has potential for informing UT measurement in research and education and advancing theoretical models of UT in health professions students.

不确定性容忍度(UT)描述个体如何感知和应对不确定性。与医生一起开发的定量UT量表已广泛用于卫生专业文献;然而,最近的研究对其在学生中实施的有效性提出了质疑。本研究探讨了两种常用的UT量表——医师不确定性反应量表(PRU1995)和模糊容忍度量表(TFA)的反应过程效度,以解决研究问题:卫生专业学生如何概念化量表项目的不确定性容忍度,以及量表的哪些特征(如清晰度、背景或项目的相关性)影响他们的概念化?认知访谈捕捉了澳大利亚(11)和美国(22)卫生专业学生在回答PRU1995或TFA项目时的思维过程。使用基于团队的框架分析方法对访谈进行分析。研究发现,学生以特定于学生角色和情境的方式概念化项目,并努力将临床情境化量表项目联系起来。确定了影响学生反应的因素,包括对患者结果的有限责任、自我反思和与学业成功相关的目标。在确定了UT结构的学生特定概念以及项目相关性、上下文和清晰度问题后,我们警告不要在卫生专业学生中使用PRU1995或TFA量表。这项工作有可能为研究和教育中的UT测量提供信息,并推进卫生专业学生的UT理论模型。
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引用次数: 0
Body donation under Italy's recent legal reforms: A cross-sectional study of attitudes, beliefs, and educational gaps among medical students and faculty 意大利近期法律改革下的遗体捐赠:对医学生和教师的态度、信仰和教育差距的横断面研究。
IF 4.7 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-07-06 DOI: 10.1002/ase.70084
Mariangela V. Puci, Maria A. Sotgiu, Narcisa Muresu, Laura Saderi, Veronica Moretti, Stefano Ratti, Andrea F. Piana, Andrea Montella, Giovanni Sotgiu

Postmortem body donation (BD) plays a central role in medical education and scientific research. Sociocultural, religious, and legal factors can influence attitudes toward BD. In Italy, BD programs are in early development, and recent legislation (Law 10/2020) regulating body donation came into effect in 2021. Although international surveys have explored attitudes toward BD, data specific to the Italian context remain limited. This study provides initial insights into attitudes and willingness to donate among medical academics and students at an Italian university. A cross-sectional study was conducted between February and March 2023 using an online questionnaire. The survey collected data on attitudes, dissection experience, sociodemographic, and academic background. A multivariate logistic regression model was implemented to evaluate factors associated with willingness to donate. Of the 2273 individuals invited, 434 completed the questionnaire (19.4% response rate, 70% female, 88% students). Overall, 72.8% were willing to donate. Knowing organ donors was associated with higher willingness, whereas religious beliefs were negatively associated. Only 32% of participants were aware of the national law regulating BD. This study highlights the predominance of positive attitudes toward BD within a healthcare-oriented academic population and the significant influence of religion and personal experience. The limited awareness of Law 10/2020 underscores the need for targeted educational efforts, even within expert communities. These findings support future initiatives aimed at improving awareness, shaping national policy, and contributing to the global discourse on ethical and practical aspects of body donation.

尸体捐献在医学教育和科学研究中发挥着核心作用。社会文化、宗教和法律因素会影响人们对遗体捐赠的态度。在意大利,遗体捐赠项目处于早期发展阶段,最近关于遗体捐赠的立法(第10/2020号法律)于2021年生效。尽管国际调查已经探讨了人们对BD的态度,但意大利具体情况的数据仍然有限。这项研究对意大利一所大学的医学学者和学生的捐赠态度和意愿提供了初步的见解。一项横断面研究于2023年2月至3月期间通过在线问卷进行。调查收集了有关态度、解剖经验、社会人口统计学和学术背景的数据。采用多元逻辑回归模型评估与捐赠意愿相关的因素。在被邀请的2273人中,有434人完成了问卷调查,回复率为19.4%,女性占70%,学生占88%。总体而言,72.8%的人愿意捐款。了解器官捐赠者与更高的意愿相关,而宗教信仰则呈负相关。只有32%的参与者知道规范双相障碍的国家法律。这项研究强调了在以医疗保健为导向的学术人群中,对双相障碍的积极态度占主导地位,宗教和个人经历的显著影响。由于对第10/2020号法律的认识有限,因此需要开展有针对性的教育工作,即使在专家社区内也是如此。这些发现支持未来旨在提高认识、制定国家政策和促进关于遗体捐赠伦理和实践方面的全球讨论的倡议。
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引用次数: 0
Meta2: A meta-analysis and psychometric evaluation of the Metacognitive Awareness Inventory (MAI) in the context of health professions education Meta2:卫生专业教育背景下元认知意识量表(MAI)的meta分析和心理测量学评价。
IF 4.7 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-07-04 DOI: 10.1002/ase.70085
Andrew S. Cale, Elizabeth R. Agosto, Brenda Kucha Anak Ganeng, Megan E. Kruskie, Margaret A. McNulty, Kyle A. Robertson, Cecelia J. Vetter, Sabrina C. Woods, Md. Nazmul Karim, Adam B. Wilson

To keep pace with medicine's unpredictable changes, medical trainees must learn to accurately monitor and evaluate themselves via metacognition (i.e., thinking about thinking). The Metacognitive Awareness Inventory (MAI) can assess and guide the metacognitive development of trainees. This study summarizes existing psychometric evidence and meta-analyzes the internal consistency of the MAI across studies involving health professions education. In 2023, a literature search was performed across six databases for records that met predefined inclusion criteria. After two rounds of screening, MAI validity and reliability data were extracted from the eligible studies for analysis. Validity evidence for the dichotomous, five-point Likert, and sliding analog versions of the MAI were rated and analyzed according to “test content,” “response processes,” “internal structure,” “relations to other variables,” and “consequences of testing.” The internal consistency range (min-max) of the MAI was estimated using random-effects, restricted maximum likelihood (REML) meta-analysis. Among the 1966 records screened, 23 studies met the inclusion criteria. The five-point Likert version of the MAI was the most supported, with validity evidence in the “test content,” “internal structure,” and “relations to other variables” categories. None of the MAI versions presented evidence related to “response processes” or “consequences of testing.” The lowest aggregated internal consistency was estimated to be 0.805 and the highest as 0.844, suggesting very good reliability. The five-point Likert scale version of the MAI is most supported for use in health professions education, though validation efforts should continue to address all five sources of validity.

为了跟上医学不可预测的变化,医学学员必须学会通过元认知(即思考思考)来准确地监测和评估自己。元认知意识量表(MAI)可以评估和指导学员的元认知发展。本研究总结了现有的心理测量证据,并荟萃分析了涉及卫生专业教育的研究中MAI的内部一致性。2023年,在六个数据库中进行了文献检索,以寻找符合预定义纳入标准的记录。经过两轮筛选,从符合条件的研究中提取MAI效度和信度数据进行分析。根据“测试内容”、“反应过程”、“内部结构”、“与其他变量的关系”和“测试结果”,对MAI的二分法、五点李克特和滑动模拟版本的有效性证据进行评级和分析。使用随机效应、限制最大似然(REML) meta分析估计MAI的内部一致性范围(min-max)。在筛选的1966项记录中,有23项研究符合纳入标准。五点李克特版本的MAI是最受支持的,在“测试内容”、“内部结构”和“与其他变量的关系”类别中有效度证据。没有一个MAI版本提供与“反应过程”或“测试结果”相关的证据。综合内部一致性最低估计为0.805,最高估计为0.844,信度很好。MAI的五点李克特量表版本最支持在卫生专业教育中使用,尽管验证工作应继续解决所有五个效度来源。
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引用次数: 0
Editorial Board and Table of Contents 编辑委员会和目录
IF 4.7 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-07-02 DOI: 10.1002/ase.2449
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引用次数: 0
Anatomical Sciences Education Vol. 18, Issue 7, 2025 Cover Image 解剖科学教育卷18,第7期,2025年封面图像
IF 4.7 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-07-02 DOI: 10.1002/ase.70097

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引用次数: 0
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Anatomical Sciences Education
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