Pioneering Computational Culture Within Pharmacy Schools by Empowering Students With Data Science and Bioinformatics Skills

IF 3.8 4区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES American Journal of Pharmaceutical Education Pub Date : 2025-02-01 DOI:10.1016/j.ajpe.2024.101341
Cynthia Ronkowski , Dhrithi Deshpande , Nitesh Sharma , Mohammad Vahed , Yesha M. Patel , Hovhannes J. Gukasyan , Maryann Wu , Kerui Peng , Terry David Church , Rory E. Kim , Edith Mirzaian , William Vincent Padula , Daniel Tomaszewski , Tien M.H. Ng , Annie Wong-Beringer , Jennica Zaro , Dima M. Qato , Daryl L. Davies , Vassilios Papadopoulos , Serghei Mangul
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Abstract

As advancements in digital health lead to the generation of increasingly diverse and voluminous pharmaceutical data, it is increasingly critical that we teach trainee pharmaceutical scientists how to leverage this data to lead future innovations in health care and pharmaceutical research. To address this need, the University of Southern California Alfred E. Mann School of Pharmacy and Pharmaceutical Sciences is incorporating data science and bioinformatics into the graduate and undergraduate curricula through introductory courses tailored for students without prior programming experience. These courses feature a teaching framework designed to make the fundamentals of data science and bioinformatics accessible to pharmacy students through step-by-step, Jupyter-based coding assignments with examples relevant to the pharmaceutical sciences. The framework supports Doctor of Pharmacy students by focusing on the practical applications of data science in clinical settings, while for Doctor of Philosophy and Master's students students, the emphasis is on research methodologies and advanced data analysis techniques. Here, we outline the design of this framework, highlighting the strategies we developed and the opportunities it provides to cultivate a computational culture within our institution and beyond.
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通过让学生掌握数据科学和生物信息学技能,在药学院内倡导计算文化。
随着数字健康的进步导致越来越多样化和大量的药物数据的产生,我们越来越重要的是,我们教实习药物科学家如何利用这些数据来引领医疗保健和药物研究的未来创新。为了满足这一需求,南加州大学阿尔弗雷德·e·曼药学院(USC Mann)正在通过为没有编程经验的学生量身定制的入门课程,将数据科学和生物信息学纳入研究生和本科课程。这些课程的教学框架旨在通过一步一步的、基于jupyter的编码作业以及与制药科学相关的示例,使药学学生能够理解数据科学和生物信息学的基础知识。该框架通过关注数据科学在临床环境中的实际应用来支持药学博士学生,而对于博士和硕士学生,重点是研究方法和先进的数据分析技术。在这里,我们概述了这个框架的设计,重点介绍了我们制定的策略,以及它为在我们的机构内外培养计算文化提供的机会。
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来源期刊
CiteScore
4.30
自引率
15.20%
发文量
114
期刊介绍: The Journal accepts unsolicited manuscripts that have not been published and are not under consideration for publication elsewhere. The Journal only considers material related to pharmaceutical education for publication. Authors must prepare manuscripts to conform to the Journal style (Author Instructions). All manuscripts are subject to peer review and approval by the editor prior to acceptance for publication. Reviewers are assigned by the editor with the advice of the editorial board as needed. Manuscripts are submitted and processed online (Submit a Manuscript) using Editorial Manager, an online manuscript tracking system that facilitates communication between the editorial office, editor, associate editors, reviewers, and authors. After a manuscript is accepted, it is scheduled for publication in an upcoming issue of the Journal. All manuscripts are formatted and copyedited, and returned to the author for review and approval of the changes. Approximately 2 weeks prior to publication, the author receives an electronic proof of the article for final review and approval. Authors are not assessed page charges for publication.
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