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Professor Saltzman introduces the concepts and applications of biomedical engineering, providing an overview of the course syllabus, reading materials for lecture and labs and grading logistics. Various pictures are shown to highlight the current application of biomedical engineering technologies in daily life (eg. chest x-ray, PET scan, operating room, gene chip, transport). Next, living standards and medical technologies of the past and present are compared to point out the impact of biomedical engineering as well as areas for improvement in the field. Finally, Professor Saltzman draws references from the poem “London Bridge” to illustrate some societal issues in making materials and devices in biomedical engineering.
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Academics / Courses / Descriptions BME 101-0-01: Introduction to Biomedical Engineering
Description.
A course to introduce freshmen and sophomores to the field of Biomedical Engineering
Who Takes It
This is a zero-credit required course for the BS in BME. It should be taken by students in their freshman year.
What It's About
In discussion style format, we will discuss topics important for:
- Helping you decide if BME is the right major for you
- Making the most of your undergraduate experience. There is one partner-based assignment where you will interview two people working in the BME field.
Mini-Syllabus
- Is BME the major for you? The field of biomedical engineering
- Preparing for careers in biomedical engineering
- The BME curriculum
- Special academic opportunities to consider
- Becoming involved in research
- Cooperative education and internships
- Pre-health professions advice
- Biomedical engineering ethics
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Experiential Learning in a Biomedical Device Engineering Course: Proposal Development and Raw Research Data-Based Assignments
1 Department of Biomedical Engineering, University of California-Davis, Davis, CA 95616 USA
Gregory Girardi
Hyehyun kim, erkin seker.
2 Department of Electrical and Computer Engineering, University of California-Davis, Davis, CA 95616 USA
Associated Data
Examples of technical and proposal-related assignments are included as Supporting Information. Midterm examination and additional tools are available upon request.
The ImageJ codes are available upon request.
There is a need for novel teaching approaches to train biomedical engineers that are conversant across disciplines and have the technical skills to address interdisciplinary scientific and technological challenges. Here, we describe a graduate-level miniaturized biomedical device engineering course that has been taught over the last decade in in-person, remote, and hybrid formats. The course employs experiential learning components, including a proposal development and review that mimic the National Institutes of Health process and technical assignments that use raw research data to simulate a research experience. The effectiveness of the course was measured via pre-/post-course concept inventory surveys as well as course evaluations with targeted questions on the learning instruments. Statistical comparison of pre-/post-course survey scores suggests that the course was effective in students achieving the learning objectives, and comparison of relative increase in pre-/post-course survey scores across different instruction formats (i.e., in-person, remote, hybrid) showed minimal difference, suggesting that the teaching elements are readily transferrable to remote instruction.
Supplementary Information
The online version contains supplementary material available at 10.1007/s43683-022-00094-z.
Challenge Statement
Many exciting scientific and technological challenges require a multidisciplinary approach and scientists/engineers who can communicate across core disciplines. These numerous multidisciplinary topics range from biomedical device engineering to sustainable energy production. In order to train a workforce to tackle these diverse challenges, there is a need for thematic courses that expose students to essential knowledge and tools to facilitate the pursuit of a specific idea with a multidisciplinary scope. 7 An emerging challenge is how to structure such a course to encourage student engagement on diverse disciplinary topics while leveraging their core department’s foundation of knowledge. Biomedical engineering with its inherent interdisciplinary nature and ever-expanding knowledge base embodies many of these educational challenges. 7 , 8 For example, in order for students to engineer miniaturized biomedical devices, they need to develop an understanding of microfabrication, nanotechnology, surface science, basic biological principles, and sensor/actuator operation principles. Therefore, there is a need for pedagogical approaches to effectively train students on both the foundational concepts and their real-life relevance. In addition, these teaching approaches should ideally be transferrable to the remote instruction format, as remote instruction during the pandemic has accelerated the development of online and/or hybrid courses in many institutions. 6
Novel Initiative
In order to address the challenge of effectively training students interested in biomedical device engineering, Seker developed and taught a graduate-level course titled “Micro- and Nano-Technology in Life Sciences” with contributions from several teaching assistants. The course collectively utilizes lectures, technical assignments, and the development of a fellowship proposal as a framework inspired by the Revised Bloom’s Taxonomy 1 and active learning pedagogy 4 to effectively teach a highly-interdisciplinary biomedical device engineering course and instill critical thinking skills. This article specifically focuses on the experiential elements, including (i) the proposal development-centered approach, and (ii) technical assignments that employ raw research data. In summary, the proposal development process mimics a National Institutes of Health (NIH) proposal submission and review process and teaches the essential skill of deconstructing an idea into achievable and measurable research tasks. One intention of the proposal-related exercises is to assist the students in exploring research topics of interest and learn how to formulate a research plan and identify the gaps in their technical knowledge. Peer-review of proposals by the students prompts them to comprehend an unfamiliar scientific topic well enough to provide academically-sound criticism. The technical assignments, on the other hand, complement the proposal assignments by focusing on practical research tools and techniques (image processing, statistical analysis) to analyze raw research data from the instructor’s laboratory. Taken together, the proposal development and technical skills acquired in the course prepare the students for embarking on the interdisciplinary field of biomedical device engineering (to be discussed later with reference to student evaluations).
Course Components
General structure.
The course has been offered annually since 2012 with the two instances (2020 and 2021) delivered via remote instruction. The class (4-unit course) meets twice a week over ten weeks, which is the standard duration of an academic quarter at University of California, Davis. The course enrollment grew over the years from ~12 students to 40+ students. The students are generally MS and PhD students in their first two years as well as a few senior undergraduate students. The students have evenly represented programs in electrical and computer engineering, biomedical engineering, mechanical and aerospace engineering, materials science, and chemical engineering.
The course begins with a “big-picture” lecture on the history of miniature biomedical devices and an outline of enabling disciplinary topics. Through the duration of the course, the students receive didactic training through discussion-based lectures on microfabrication, surface chemistry, basic biological principles, and survey of miniature biomedical devices, as outlined in Table Table1. 1 . Technical assignments complement the lectures and evaluate a student’s mastery of the topics while teaching techniques that can be used in their own research projects (see Supporting Information for example assignments). Prior to the pandemic-related restrictions, the last week of the course consisted of laboratory demonstrations of surface modification, microfluidic devices, cell culture, and microscopy to exemplify some of the key concepts introduced in the lectures as well as the tools/processes that generated the raw data used in technical assignments.
Lecture content and assignment schedule.
For the midterm examination the students had to design a microfluidic electrochemical biosensor and include a detailed discussion of the microfabrication steps, enabling fluidic principles, bio-functionalization, packaging, and process compatibility. Except for the midterm, the students are encouraged to collaborate on assignments, as with the diverse disciplinary background each student had a different strength (e.g., microfabrication, biology, surface chemistry). This modeled “team science” at a classroom scale, which will serve as a vital tool to succeed in today’s highly interdisciplinary scientific environment. 2 During remote instruction due to the pandemic, the take-home midterm focused on COVID diagnostics, where the students were asked to employ the course material (microfabrication, biology, etc.) to develop an electrochemical sensor for SARS-CoV-2 detection in biological samples. Overall, the diverse yet synergistic learning instruments in the course maintained student engagement throughout the duration of the course (as supported by student comments/evaluations to be discussed later).
Proposal Development
To inform the proposal development process, we use successive assignments with detailed instructions (see Supporting Information) to assist students in systematically constructing proposal components (e.g., specific aims, research approach), conducting peer reviews, and composing a response to reviewers as a part of the final revised proposal, where complementary approaches have been explored for instruction on manuscript development and peer review. 5 At the beginning of the course, students begin to identify a research question through directed readings and consultation with the instructor. The students submit a list of three potential topics that need to be at the intersection of miniaturized device fabrication and its application to a biomedical need/question. As part of subsequent assignments, students prepare a NIH-style specific aims page and, based on the instructor’s feedback, are given two weeks to write a three-page short proposal built on the NIH proposal structure (i.e., Significance, Innovation, Approach). With the goal of exposing students to the peer review process, each student reviews two of their classmates’ proposals and fills out an online Google Forms-based score sheet and provide comments on categories adopted from the NIH reviews (e.g., significance, innovation, approach). The critiques and scores from the peer reviewers and the instructor are compiled into a summary statement-like document and forwarded to each student. As the final proposal-related assignment, the students write a half-page response to reviewers’ comments and revise the final proposal accordingly. In addition, each student delivers an elevator pitch-style presentation on their proposal.
The proposal constitutes a working draft for a fellowship application to internal or external funding sources, as well as for doctoral proposal exams. This builds the motivation to create an end-product with a potential for prestige, academic utility, and monetary value. The critical thinking and writing skills developed through the fellowship proposal activities can be broadly transferrable to non-academic proposals, such as business plans, thereby making the course relevant to various career paths. Overall, this framework enables an experiential learning environment, where students are motivated by the practicality and real-life similarity of the proposal process and engaged in lectures and assignments to more effectively strengthen their technical knowledgebase (as evidenced by the Concept Inventory Survey assessment and targeted course evaluation questions discussed in the final section).
Technical Assignments
The technical assignments (outlined in Table Table2 2 and illustrated in Supporting Information) have the overarching goal of balancing practical relevance and theory. 9 For example, the course introduces ImageJ, a commonly-used image processing software, which the students use to complete several technical assignments. Students use this software package to analyze scanning electron microscopy images of biomedical device coatings and make theoretical calculations on drug loading capacity of a biomedical implant coating. In other assignments, students develop a microfabrication process to engineer a miniature diagnostic ultrasonic transducer and statistically analyze epifluorescence images of cells grown on drug-eluting nanoporous coatings loaded with different concentrations of anti-mitotic pharmaceuticals. Finally, another assignment focuses on analysis of UV–Vis absorbance spectroscopy data from chromophores with different concentrations with the goal of creating calibration curves—a pillar of bioanalytical chemistry. The common theme in each assignment is its strong connection to raw experimental data and existing biomedical devices. Data analysis and interpretation of fresh data with not-yet-known conclusions create a real research feel for the students and enhance their engagement, thereby constituting an experiential learning environment. The technical assignments and proposal-related assignments are interlaced throughout the course, as shown in Table Table1 1 .
List of technical assignments related to the core concepts.
In order to evaluate course effectiveness, we employed a concept inventory-based assessment approach 3 and added targeted questions on course evaluations. During the first and last class of the quarter, we administered a survey of nine questions (Table (Table3) 3 ) to evaluate students’ conceptual interdisciplinary knowledge of biomedical device engineering. Each question was scored as 0 (incorrect), 0.5 (partially correct), or 1 (correct) by the instructor in all course offerings to maintain uniformity in scoring and the factual nature of the questions were intended to minimize subjective bias in scoring. Questions with two distinct sub-questions were scored as 0.5 points each. The scores from the first and last classes are referred to as “pre” and “post”. The questions tested basic knowledge of relevant topics, including microfabrication, biology, statistics, fluid mechanics, nanotechnology, and bioanalytical techniques.
Concept inventory survey.
As a measure of how well the students achieved the learning outcomes for each concept (Table (Table3), 3 ), we calculated the question-wise relative increase in average score ( [post – pre] / pre ) for each cohort (e.g., Figure Figure1 1 shows pooled data for all cohorts). Note that the number of students that formed the average pre- and post-course scores per question was 188 and 113 respondents respectively. In order to test whether the instruction format had an influence on students’ learning, we clustered the cohorts based on their instruction format: in-person (2015–2019; n = 45), remote (2020–2021; n = 18), and hybrid (2022; n = 9). We then compared three groups (with respect to cohort-wise pooled relative score increases) with a Kruskal-Wallis one-way ANOVA test, which resulted in a p -value of 0.89 (with chi-squared approximation), indicating minimal difference between the three groups. Justified by this, we pooled the average scores from all the cohorts and compared the pre- and post-average scores question-wise with a Mann-Whitney test, and found a significant difference between pre- and post-course average scores ( p < 0.001 for each question [ n = 8] and p < 0.0001 for all questions pooled [ n = 72]) indicating a significant increase in the overall understanding of the core concepts. Figure Figure1 1 illustrates the average scores (pre-course and post-course) pooled for all cohorts on a question-by-question basis. In summary, the instruction format worked equally well as in-person and remote and the students demonstrated a significant increase in their understanding of the core concepts.
Summary of average scores for each question on the concept survey (Table (Table3) 3 ) pooled with the responses from the courses taught 2015 through 2022. Each question was scored as 0 (incorrect), 0.5 (partially correct), or 1 (correct). The error bars indicate standard error with n = 72 for pre-course and post-course. The statistical comparison of pre- and post-course average scores via a Mann-Whitney test yielded a p -value of at least 0.001 for each question. The average ± standard error annotations above the columns show the relative increases in average score ([post – pre] / pre)] for each question.
As a complementary measure of the course effectiveness, the student evaluations of the course from annual offerings between 2016 and 2022 are shown in Table Table4. 4 . Overall, the students found the education value of the course high (4.6 ± 0.7; n = 141) and indicated that their interdisciplinary knowledge on the design of biomedical devices increased (4.6 ± 0.6; n = 136). The course also contributed to increasing confidence in proposal development (4.4 ± 0.7; n = 103) and developing an interest in biomedical device engineering (4.3 ± 0.8; n = 101). An additional specific question (used in 2022) related to the value of the experiential learning components indicated that the students gained a sense of research in the biomedical device engineering area (4.2 ± 1.1; n = 30).
Course evaluation questions (2016-2022).
Overall, the student evaluation comments centered around enhanced student interest to apply miniaturization technology to health care and the usefulness of the proposal component complement the quantitative findings:
“The biggest takeaway from this class was the grant proposal practice. I wish this was one of the first things I learned once I got into grad school. This exposure to the grant proposal writing process was very insightful and needed.” “This was quite an insightful course, especially the introduction to grant proposal writing.” “The breadth of the course serves as an excellent introduction to a range of topics in microfabrication for biomedical applications.” “…really good course and help 1st or 2nd year students finding their directions.” “The assignments gave a very practical view to the learned concepts.”
The course components collectively were in line with the Revised Bloom’s Taxonomy 4 , where (i) the technical assignments prompted the students to “remember, understand, apply” the fundamental knowledge from the lectures to solve problems based on raw research data; (ii) the design-based midterm and the proposal development required the students to “analyze” the raw data and “apply” their knowledge and “create” original work (e.g., novel device design); and (iii) the peer-review of proposals provided the opportunity to “evaluate” others’ work and knowledge (e.g., proposal peer-review rubric). The course format and the experiential learning components described in this article should be readily applicable to different courses. To that end, the instructor uses this structure in other courses, including a graduate-level introductory neuroengineering course. The most significant challenge is the scalability of the proposal-related assignments. While the technical assignments can be reviewed by the teaching assistants, the proposals on a variety of different topics require the instructor’s evaluation. This becomes significantly more time-consuming for large classes (e.g., over 25 students). A possible addition to the proposal component may involve creating breakout peer-review groups that simulate the collective discussion environment of a study section. In general, the course (specifically the proposal development component and technical assignments) has been successful. A potential implementation of the proposal component could be a collaboration on teaching a proposal-driven course between two or more universities. In this scenario, the students from different institutions participate in writing, reviewing, and revising each other’s proposals and consequently develop a working knowledge of an interdisciplinary field aided by proposal-centered activities.
Below is the link to the electronic supplementary material.
Acknowledgments
We acknowledge the insightful discussions with Dr. Kem Saichaie and the past teaching assistants and graduate student researchers, including Dr. Christopher Chapman, Dr. Özge Polat, Dr. Jovana Veselinovic, Dr. Tatiana Dorofeeva, Dr. Pallavi Daggumati, Dr. Zidong Li, and Swathi Sundar. This project benefited from the resources of the Center for Nano/Micro-Manufacturing facility at University of California, Davis.
Author Contribution
ES designed the concept survey and student evaluation questions. All authors contributed to the analysis and interpretation of the concept survey results. All authors contributed to research data generation for the experiential learning components. ES drafted the manuscript, and the other authors revised and edited the manuscript. All authors read and approved the final manuscript
We acknowledge the funding from National Science Foundation (1512745, 1454426, 2003849) and National Institutes of Health (R21-EB024635, R21-AT010933, R03-NS118156).
Data Availability
Code availability, conflict of interest.
The authors have no relevant financial or non-financial interests to disclose.
Ethical Approval
The presented data does not constitute as research with human subjects based on the determination by the IRB Administration of University of California, Davis.
Informed Consent
The presented data does not constitute as research with human subjects based on the determination by the IRB Administration of University of California, Davis and hence consent to publish is not applicable.
Consent for Publication
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
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Unit Biomedical Engineering and the Human Body
Engineering Connection
Engineers are increasingly involved in design for the human body. Biomedical engineers create artificial limbs using materials and sensors to replicate natural function and movement. Understanding the muscular system enables engineers to design everyday tools, appliances and products. Other engineers design medical solutions to improve health and address disorders. This may take the form of devices, implants, machines, medicines and technologies (diagnostic equipment, pacemakers, surgical techniques, hearing aids, laser eye surgery, ultrasound, amniocentesis, in-vitro fertilization, pain medicine). Engineers also apply their understanding of DNA to numerous real-world applications. As part of their design work, engineers create flow charts, prototypes and models, and make technical presentations, to learn, test and communicate their work.
Unit Overview
Overview of topics by lesson: 1) skeletal system, 2) muscular system, 3) circulatory system, 4) respiratory system, 5) digestive system, 6) auditory-hearing sensory system, 7) vision sensory system, 8) reproductive system, 9) genetics, and 10) skeletal system.
Educational Standards Each TeachEngineering lesson or activity is correlated to one or more K-12 science, technology, engineering or math (STEM) educational standards. All 100,000+ K-12 STEM standards covered in TeachEngineering are collected, maintained and packaged by the Achievement Standards Network (ASN) , a project of D2L (www.achievementstandards.org). In the ASN, standards are hierarchically structured: first by source; e.g. , by state; within source by type; e.g. , science or mathematics; within type by subtype, then by grade, etc .
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- Engineering Bones lesson
- Prosthetic Party: Build and Test Replacement Legs activity
- Sticks and Stones Will Break That Bone! activity
- Muscles, Oh My! lesson
- The Artificial Bicep activity
- Measuring Our Muscles activity
- Body Circulation lesson
- Clearing a Path to the Heart activity
- Breathe In, Breathe Out lesson
- Polluted Air = Polluted Lungs activity
- Digestion Simulation lesson
- Protect That Pill activity
- My Mechanical Ear Can Hear! lesson
- Sounds All Around activity
- Biomedical Devices for the Eyes lesson
- Protect Those Eyes activity
- We've Come a Long Way, Baby! lesson
- You're the Expert activity
- DNA: The Human Body Recipe lesson
- DNA Profiling & CODIS: Who Robbed the Bank? activity
- DNA Build activity
- Bone Fractures and Engineering lesson
- Repairing Broken Bones activity (requires multiple 60-minute periods to complete; suggest 60 minutes on five different days)
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Students discuss several human reproductive technologies available today — pregnancy ultrasound, amniocentesis, in-vitro fertilization and labor anesthetics. They learn how each technology works, and that these are ways engineers have worked to improve the health of expecting mothers and babies.
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Optional: Show students the What Is Engineering? video)
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Supporting program, acknowledgements.
This digital library content was developed by the Integrated Teaching and Learning Program under National Science Foundation GK-12 grant no. 0338326. However, these contents do not necessarily represent the policies of the National Science Foundation, and you should not assume endorsement by the federal government.
Last modified: April 12, 2020
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- Dr. Gari Clifford
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Designing a Biomedical Engineering Course to Develop Entrepreneurial Mindset in Students
- Innovation Article
- Published: 26 January 2023
- Volume 3 , pages 179–191, ( 2023 )
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- Meagan E. Ita ORCID: orcid.org/0000-0002-3737-0596 1 ,
- Gönül Z. Kaletunç ORCID: orcid.org/0000-0002-6981-7217 2 &
- Katelyn E. Swindle-Reilly ORCID: orcid.org/0000-0003-1739-0263 3 , 4 , 5
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Entrepreneurial minded learning (EML) is a pedagogical technique that gives students the tools to identify opportunities, focus on impact, and to create value through their solutions. The entrepreneurial mindset builds upon three key elements: curiosity, connections, and creating value (3 Cs). A biomedical engineering course was developed using EML. EML was infused into every class session through learning objectives, content, reading, and activities. The course culminated in a project in which students used EML to define a problem in bioengineering and propose solutions that incorporated polymers. Activities gave the students the opportunity to experience EML, teamwork, and entrepreneurship, and to work through the stages of their project. Assessments incorporated at least one question tied to EML. Questions on two direct assessments were scored by a set of established EML objectives and associated rubrics. Students participated in anonymous pre- and post-surveys to assess understanding and acquisition of EML skills. There have been two offerings with participation from undergraduate and graduate students. Over two offerings, 38% of students had invention disclosures related to their projects. Survey results indicated significant increases across many areas of EML, with the largest increases related to defining EML and the 3 Cs; identifying opportunity; identifying social, economic, and environmental value; and considering intellectual property. Survey results were corroborated by students demonstrating emerging or accomplished scores on several EML objectives on final exams and final project submissions. By the end of the course, most students appreciated learning the entrepreneurial mindset and saw opportunities to apply these techniques to both their research projects and future careers. EML promoted innovative and creative thinking, problem solving, assessment of user needs, and teamwork. This work demonstrates approaches and examples of assessments and activities that can be used to incorporate entrepreneurial skills into a course.
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Acknowledgments
The authors would like to acknowledge the members and facilitators of the EML Faculty Learning Community at The Ohio State University for inspiring and enabling this work.
The authors acknowledge The Kern Family Foundation’s support and collaboration through the Kern Entrepreneurial Engineering Network (KEEN) for contributing to this work. The work is supported with a grant titled “Expanding integration of entrepreneurial minded learning: faculty learning communities for improving mentoring skills” (AWD-107569) through Arizona State University.
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Meagan E. Ita
Department of Food, Agricultural and Biological Engineering, The Ohio State University, Columbus, OH, 43210, USA
Gönül Z. Kaletunç
Department of Biomedical Engineering, The Ohio State University, 3010 Fontana Labs, 140 W 19th Ave, Columbus, OH, 43210, USA
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William G. Lowrie Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, OH, 43210, USA
Department of Ophthalmology and Visual Sciences, The Ohio State University, Columbus, OH, 43212, USA
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MEI, GZK, and KESR all contributed to manuscript preparation, literature review, and data analysis. KESR conceived of the study. GZK and KESR contributed to course design and preparation.
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Correspondence to Katelyn E. Swindle-Reilly .
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Ita, M.E., Kaletunç, G.Z. & Swindle-Reilly, K.E. Designing a Biomedical Engineering Course to Develop Entrepreneurial Mindset in Students. Biomed Eng Education 3 , 179–191 (2023). https://doi.org/10.1007/s43683-022-00101-3
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DOI : https://doi.org/10.1007/s43683-022-00101-3
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