Irvine Summer Institute in Biostatistics and Data Science

尔湾生物统计和数据科学夏季学院

• 批准号: 10368726
• 负责人: Mine Dogucu
• 金额: $ 24.38万
• 依托单位: UNIVERSITY OF CALIFORNIA-IRVINE
• 依托单位国家: 美国
• 财政年份: 2022
• 资助国家: 美国
• 起止时间: 2022-04-01 至 2027-03-31
• 项目状态: 未结题
• 来源: https://reporter.nih.gov/project-details/10368726
• 关键词: Asian Americans; Attention; Bachelor' s Degree; Big Data; Biological Sciences; Biomedical Research; Biometry; California; Cardiovascular Diseases; Communication; Data; Data Analyses; Data Science; Degree program; Disease; Educational process of instructing; Electronic Health Record; Ensure; Experimental Designs; Exposure to; Faculty; Future; Genomics; Goals; Hispanic-serving Institution; Home; Image; Image Analysis; Infectious Disease Epidemiology; Informatics; Information Sciences; Infrastructure; Institutes; Institution; Investments; Leadership; Life; Linear Models; Machine Learning; Mathematics; Mentors; Methodology; Methods; Mission; Modernization; Multivariate Analysis; National Heart, Lung, and Blood Institute; National Institute of Allergy and Infectious Disease; Native Americans; Oral; Patient Recruitments; Plant Roots; Preparation; Prevalence; Probability Samples; Process; Reporting; Research; Research Personnel; Rest; STEM field; Sampling; Schools; Science; Student recruitment; Students; Supervision; Surveys; Training; Transferable Skills; Underrepresented Populations; Underrepresented Students; Universities; Visual; Vocational Guidance; Writing; biomedical data science; biomedical scientist; career; career preparation; clinical trial analysis; college; computer science; data hub; data management; data science education; data visualization; data wrangling; design; diversity and inclusion; education research; experience; improved; infectious disease model; innovation; instructor; interest; job market; lectures; mathematical sciences; pedagogy; posters; programs; recruit; skills; statistics; student training; summer institute; symposium; technical writing; transcriptomics; undergraduate student; unstructured data

Irvine Summer Institute in Biostatistics and Undergraduate Data Science Project Summary The goal of this project is to establish a Summer Institute in Biostatistics and Undergraduate Data Sci- ence at the University of California, Irvine. The investigators will develop short courses in modern method- ology and practice of biostatistics and data science. These courses will highlight applications in cutting edge biomedical research, will train students in fundamentals of biostatistics, data science, and com- puting, and will culminate in a team project co-supervised by statisticians and biomedical scientists. In addition, the institute will include sessions helping students improve their transferrable skills: e.g., oral and written presentation skills. Particular attention will be paid to mentoring and career guidance. The institute will culminate with a mini-symposium with keynote lectures and a student poster session. One of the main goals of the proposed institute will be attracting mathematically inclined undergraduate students, especially from groups that are underrepresented in STEM fields, to the field of Biostatistics and Biomedical Data Science. UC Irvine is ideally suited for hosting the proposed institute. The institute leadership team consists of UC Irvine Statistics faculty. The Department of Statistics at UC Irvine is heavily invested in biomedical research directly relevant to the mission of the National Heart, Lung, and Blood Institute and National Insti- tute of Allergy and Infectious Diseases, which guarantees that there will be no shortage of highly qualified summer institute instructors. Design and analysis of clinical trials, causal inference, modeling of infectious disease dynamics, analysis of big data in genomics, transcriptomics, and image analysis provide a small sample of potential applications that will be used as examples in the institute short courses. Another ad- vantage of Statistics faculty being at the helm of the summer institute is vast experience of the leadership team and the rest of the department faculty in teaching and mentoring undergraduate students. The School of Information and Computer Science, which houses Computer Science, Informatics, and Statistics Depart- ments, is a national leader in Data Science education and research — the school is home to one of the first in the nation Data Science undergraduate degree programs and Data Science Institute that serves as a hub of data-driven research at UC Irvine. UC Irvine successful recruitment of underrepresented populations has been recognized by Hispanic-serving institution and Asian American and Native American Pacific Is- lander Serving Institution designations. The summer institute recruitment of participants will tap into UC Irvine existing programs and infrastructure for reaching out to underrepresented student groups. The con- fluence of Biostatistics and Biomedical Data Science expertise, investment in Data Science research and pedagogical innovations, and strong commitment to diversity and inclusion ensures that Irvine Summer Institute in Biostatistics and Undergraduate Data Science will be a successful endeavor. 1

欧文生物统计学和本科生数据科学暑期研究所 项目摘要 该项目的目标是建立一个生物统计学和本科生数据科学暑期研究所- 加州大学欧文分校的伦斯博士说。调查人员将开发现代方法的短期课程- 生物统计学和数据科学的科学与实践。这些课程将突出在切割方面的应用。 边缘生物医学研究，将培训学生在生物统计学，数据科学和计算机基础- 并将在统计学家和生物医学科学家共同监督的团队项目中达到顶峰。在……里面 此外，学院还将开设课程，帮助学生提高他们的可迁移技能：例如，口语 和书面陈述技巧。将特别注意辅导和职业指导。这个 该研究所将以一个小型研讨会、主旨讲座和学生海报会议结束。一 拟建学院的主要目标之一是吸引对数学有兴趣的本科生 学生，特别是来自STEMfi领域代表性不足的群体的学生，到fi生物统计学领域 和生物医学数据科学。 加州大学欧文分校非常适合主办拟议中的研究所。研究所领导班子由 加州大学欧文分校统计系。加州大学欧文分校的统计部在生物医学方面投入了大量资金 与国家心肺血液研究所和国家研究院的任务直接相关的研究- 过敏和传染病TUTE，保证不会缺少高质量的fi 暑期学院的讲师。临床试验、因果推断、传染病模型的设计和分析 疾病动态、基因组学中的大数据分析、转录组学和图像分析提供了 潜在的应用样本，将在学院的短期课程中用作范例。另一则广告- 统计教员掌舵暑期学院是领导层的丰富经验 团队和其他系教职员工一起讲授和辅导本科生。《学派》 信息和计算机科学，其中包括计算机科学，信息学和统计学分部- Enments是数据科学教育和研究的全国领先者-该学院是fi首批 在全国作为数据科学本科学位课程和数据科学学院的枢纽 加州大学欧文分校的数据驱动研究。加州大学欧文分校成功招募代表不足的人群 已经得到了西班牙裔服务机构和亚裔美国人和美洲原住民fic is的认可- 着陆器服务机构名称。暑期学院招募参与者将进入加州大学 欧文现有的方案和基础设施，以帮助代表不足的学生群体。这个骗局- fl生物统计学和生物医学数据科学专业知识，数据科学研究和投资 教学创新，以及对多样性和包容性的坚定承诺，确保了欧文夏季 生物统计和本科生数据科学研究所将是一项成功的努力。 1