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BCH2207H - Collaborative Science: Student Centered Interdisciplinary Studies

Credit Value (FCE): 0.25
Delivery Mode: In Class

BKS1001H - Introduction to Book History

This foundational course, required for all BHPC students as the first BHPC course in the Collaborative Specialization, will introduce students to basic topics such as the semiotics of the book; orality and writing systems; book production from manuscript to computer technology; the development of printing; the concept of authorship; copyright; censorship; the economics of book production and distribution; libraries and the organization of information; principles of bibliographical description; print in other formats (newspapers, magazines, advertisements, etc.); reading and readership; editorial theory and practice.

Credit Value (FCE): 0.50
Campus(es): St. George
Delivery Mode: In Class

BKS1002H - Book History in Practice

Required for all master's students in the BHPC Collaborative Specialization, this course develops many of the themes from BKS1001H in a seminar format. The approach of the course reflects what David Greetham calls "the disciplinary interrelatedness of all aspects of the study of the book" (Textual Scholarship: An Introduction, p. 2). The course consists of seminars on key topics in book history, punctuated by case studies of particular books, events, and debates. These case studies are designed to pull together ongoing threads of inquiry from the readings, and to allow students to work outward from specific artifacts to general questions.

Credit Value (FCE): 0.50
Campus(es): St. George
Delivery Mode: In Class

BKS2000H - Advanced Seminar in Book History and Print Culture

An advanced seminar required for all doctoral students in the BHPC Collaborative Specialization, this course will vary in content from year to year depending upon the expertise of the faculty member appointed to lead it. The term-paper research project will be open to work in all disciplines, periods, and languages in consultation with the instructor.

Credit Value (FCE): 0.50
Campus(es): St. George
Delivery Mode: In Class

BKS2001H - Practicum in Book History and Print Culture

An individual project for PhD students intended to serve as a bridge from coursework to the dissertation, taken under the supervision of a BHPC-affiliated faculty member. The practicum project may lead directly into dissertation research, or may allow the student to explore a side project, and the student's approach should be decided in consultation with the PhD supervisor and BHPC Director. The primary learning outcome of any BKS2001H project should be for the student to be able to translate individual research interests into scholarly projects that engage with methods and concepts from the field of book history, broadly defined. Proposals from BHPC master's students may be considered under exceptional circumstances; interested master's students should email the Director and Program Coordinator well in advance of the deadline to consult about eligibility.

Credit Value (FCE): 0.50
Campus(es): St. George
Delivery Mode: In Class

BME1002H - IBBME Reading Course

Credit Value (FCE): 0.50
Delivery Mode: In Class

BME1010H - Graduate Seminar

This course provides students exposure to the breadth and depth of research activities in biomedical engineering, assists in the establishment of a biomedical engineering identity within the student population and externally to the University and to funding agencies, and provides students with the opportunity to present their work in a formal setting and receive feedback (on both presentation style and content) prior to their final defense. The primary goal of this course is to provide practical experience and guidance in the clear, concise oral communication of research results to an audience of educated, although not specialist, peers. This is an essential skill for anyone intending to seek a career in scientific research. The emphasis is different from a group meeting or conference-style talk to a specialist audience, but rather on the skills that are important ultimately for job talks or teaching situations. Another important goal of the series is to provide a broad knowledge of all aspects of research undertaken by other students in BME.

Campus(es): St. George
Delivery Mode: In Class

BME1011H - Graduate Seminar

This course provides students exposure to the breadth and depth of research activities in biomedical engineering, assists in the establishment of a biomedical engineering identity within the student population and externally to the University and to funding agencies, and provides students with the opportunity to present their work in a formal setting and receive feedback (on both presentation style and content) prior to their final defense. The primary goal of this course is to provide practical experience and guidance in the clear, concise oral communication of research results to an audience of educated, although not specialist, peers. This is an essential skill for anyone intending to seek a career in scientific research. The emphasis is different from a group-meeting or conference style talk to a specialist audience, but rather on the skills that are important ultimately for job talks or teaching situations. Another important goal of the series is to provide a broad knowledge of all aspects of research undertaken by other students in BME.

Campus(es): St. George
Delivery Mode: In Class

BME1088H - Concepts in Immunoengineering

Immunoengineering is an emergent field that has significantly impacted numerous areas in biomedical sciences. This course will provide brief overviews on fundamental immunological concepts that are recurrent in immunoengineering followed by more in depth coverage of vaccines, cancer immunotherapies, and advances in immunological understanding associated with these fields. The course material will draw from both textbook and scientific articles that will be delivered as lectures and group discussions.

Credit Value (FCE): 0.50
Campus(es): St. George
Delivery Mode: In Class

BME1405H - Clinical Engineering Instrumentation I

This course provides a contemporary sampling of clinical technologies deployed in the continuum of health care. Recent topics include: MRI physics, guided therapeutics, hemodialysis, clinical information technology, human factors engineering in healthcare, infusion therapy and devices, physiological pressures, laser interaction, and medical device tracking. The course focuses on 1) the scientific principles underlying the clinical instrumentation, 2) the clinical applications of the technologies reviewed, and 3) merits and limitations of current technology. Lectures are given by faculty and clinical scientists who are experts in their respective areas. All lectures will take place in the teaching hospitals and may include tours of various instrumentation suites, laboratories, and patient care areas. Students are evaluated on the basis of a midterm and a final exam.

Credit Value (FCE): 0.50
Campus(es): St. George
Delivery Mode: In Class

BME1436H - Clinical Engineering Surgery

This is a unique course that consists of three components. In the first month, students attend a half dozen didactic lectures introducing the surgical environment, basic instruments, and principles of asepsis. These lectures are given by surgeons and instructors at the Surgical Skills Centre and will include a group observation of a live surgery with play by play commentary. In the second part of the course, students will attend a handful of observerships of live surgeries, at different participating hospitals. These observerships typically range from 4 to 8 hours. Students will be required to document a subset of surgeries, focusing particularly on technologies deployed, underlying scientific principles, their limitations, surgical workflow and ideas/designs for improvement. The final part of the course consists of a project where each student will write a short paper on an engineering topic related to surgery. At the end of the course, students present their projects before an interdisciplinary panel of academic clinical engineers and surgeons.

Credit Value (FCE): 0.50
Enrolment Limits: This course is only open to students enrolled in the Clinical Engineering program
Delivery Mode: In Class

BME1439H - Clinical Engineering Instrumentation II

This course continues from BME1405H and provides a contemporary sampling of clinical technologies deployed in the continuum of health care. Recent topics include: electrosurgery, metabolic measurement technology, magnetoencephalography (MEG) imaging, patient safety, radiotherapy, CT imaging, whole blood analysis, anesthesia technology and rehabilitation technologies. The course focuses on 1) the scientific principles underlying the clinical instrumentation, 2) the clinical applications of the technologies reviewed, and 3) merits and limitations of current technology. Lectures are given by faculty and clinical scientists who are experts in their respective areas. All lectures will take place in the teaching hospitals and may include tours of various instrumentation suites, laboratories, or patient care areas. Students are evaluated based on a midterm and a final exam.

Credit Value (FCE): 0.50
Campus(es): St. George
Delivery Mode: In Class

BME1452H - Polymers for Biomedical Engineering

Soft materials like polymers are powerful tools for biomedical engineering and have applications in drug delivery, regenerative medicine, and biomedical devices. Polymer chemistry and structure can dictate material function and can be used to tune the way these materials interact with biological matter. This course introduces polymer material properties including rheology, gelation, solubility, and glassy phase transition in the context of designing materials for biomedical applications. Classes will alternate between lectures that focus on introducing these fundamental polymer concepts and discussion-based classes where we will explore the application of these concepts in innovative biomaterials in the literature.

Credit Value (FCE): 0.50
Campus(es): St. George
Delivery Mode: In Class

BME1453H - Genomics and Synthetic Nucleic-Acid Technologies

This course will provide an overview of different research areas in the field of functional DNA nanotechnology and their intersections with the fields of genomics, biophysics, and healthcare. The course is organized into four modules: i) DNA in The Post-Genomics Era, ii) Nucleic Acids as Enzymes and Binders, iii) Molecular Programming with DNA, and iv) Structural DNA nanotechnology. Through these modules, students will familiarize with different biophysical and biochemical properties of our genetic material. Evaluations will be based on in-class participation, paper presentations, reports, and drafting of a mock grant.

Credit Value (FCE): 0.50
Campus(es): St. George
Delivery Mode: In Class

BME1454H - Regenerative Medicine: Fundamentals and Applications

This course integrates relevant aspects of physiology, pathology, developmental biology, disease treatment, tissue engineering, and biomedical devices. The first part of the course will stress basic principles in each of these disciplines. The second portion of the course will integrate these disciplines in the context of specific organ systems. For example, the physiology of the cardiovascular system, the development of the system, cardiovascular disease, the relationship between developmental defects and adult disease, current disease treatment, cardiovascular devices, and the current progress in cardiovascular tissue engineering will be presented. The teaching material will be gathered from various textbooks and scientific journals. This course will be delivered in a group discussion format. Whenever possible, experts in the relevant field will teach guest lectures. This integrative approach will be reflected by a problem-based learning approach to testing and a written report.

Credit Value (FCE): 0.50
Campus(es): St. George
Delivery Mode: In Class

BME1457H - Biomedical Nanotechnology

In this course, the integration of nanotechnology with biomedical research will be discussed. The course is broken up into four sections: 1) properties of materials in the nanometer-scale and their integration with biological systems; 2) fundamental mechanisms of nanostructure assembly for the build-up of biomedical devices; 3) tools and systems for the analysis and characterization of nanoscale materials; and 4) current biomedical applications of nanomaterials.

Credit Value (FCE): 0.50
Delivery Mode: In Class

BME1459H - Protein Engineering

Protein engineering has advanced significantly with the emergence of new chemical and genetic approaches. These approaches have allowed the modification and recombination of existing proteins to produce novel enzymes with industrial applications and furthermore, they have revealed the mechanisms of protein function. In this course, we will describe the fundamental concepts of engineering proteins with biological applications.

Credit Value (FCE): 0.50
Campus(es): St. George
Delivery Mode: In Class

BME1460H - Quantitative Fluorescence Microscopy: Theory and Application to Live Cell Imaging

Fluorescence microscopy and associated biophysical methods are integral to many areas of biological research including biomedical engineering, cell biology, and molecular biology. This course covers the theory, mechanics, and application of fluorescent microscopy. Students will gain expertise in basic and advanced quantitative fluorescence microscopy in the context of working with living samples. The course topics include sample preparation (immunofluorescence-, dye-, and fluorescent protein-labeling), multidimensional imaging, confocal microscopy, two-photon microscopy, and other advanced imaging techniques. The course will also cover the associated biophysical methods used to probe live cell dynamics such as fluorescence recovery after photobleaching (FRAP), Förster resonance energy transfer (FRET), and fluorescence correlation spectroscopy (FCS). By centering on applications to living samples, students with gain the theoretical background and practical knowledge to design and implement live cell imaging experiments.

Credit Value (FCE): 0.50
Campus(es): St. George
Delivery Mode: In Class

BME1462H - Biological Image Analysis

Image analysis has become a central tool in modern biology. While the human eye analyze images, its assessments are often qualitative. Computers provide quantitative, unbiased measurements, and enable the automation of the analysis, leading to a larger number of processed samples and a greater power of downstream statistical tests. In this course, we will discuss the main steps in the analysis of digital images, with an emphasis on different modalities of microscopy data, including confocal, TIRF, and super-resolution. Topics will include image display, filtering, segmentation, mathematical morphology, and measurements. Lectures will be complemented with examples from the current literature. Students will also have the opportunity to develop solutions to the analysis of images from their own research in a final project.

Credit Value (FCE): 0.50
Campus(es): St. George
Delivery Mode: In Class

BME1466H - Advanced Topics in Magnetic Resonance Imaging

This course is intended to provide an in-depth coverage on the theory, practice, and applications of magnetic resonance imaging (MRI). Topics to be covered include cardiovascular imaging, neuroimaging, body imaging, musculoskeletal imaging, oncological imaging, and cellular and molecular imaging. MRI techniques, pulse sequences, and contrast agents appropriate to different applications will also be described to equip students with practical knowledge for hands-on work. The format will be largely based on lectures and literature readings, with invited speakers as appropriate to provide a clinical perspective.

Credit Value (FCE): 0.50
Campus(es): St. George
Delivery Mode: In Class

BME1471H - Rehabilitation Engineering

Rehabilitation and biomedical engineering are closely linked in various aspects and need to be studied together. For example, electrical stimulation and robotics technologies have recently been proven to facilitate rehabilitation outcomes. Knowledge of the state-of-the-art engineering technologies is required for students in biomedical engineering research. Furthermore, developing new technologies that assist rehabilitation requires thorough knowledge of physiological systems and understanding how they link to those technologies. This course will introduce various state-of-the-art technologies in rehabilitation engineering. To cover diverse research topics in the field, expert guest lecturers in each field will be invited. The physiological basis of each technique will be emphasized, to encourage students to understand fundamental principles of each technique and to seek applications in their own areas of research.

Credit Value (FCE): 0.50
Campus(es): St. George
Delivery Mode: In Class

BME1472H - Fundamentals of Neuromodulation Technology and Clinical Applications

Electrical neuromodulation can be defined as the use of electrical nerve stimulation to control the ongoing activity of one or more neural circuits. This course will cover the fundamental topics related to electrical neuromodulation devices, such as the mammalian nervous system, neural excitation predicted by cable theory, principles of neural recording, long-term performance of implanted devices, and advanced techniques for controlling nervous tissue activation. The class will also cover selected literature of important clinical applications of electrical neuromodulation, where each student will present and lead the discussion of assigned papers. Finally, there will be group projects (typically consisting of two students) in which students will be provided a choice of topics to investigate under the guidance of the instructor or graduate students. The project may involve the design and testing of novel methods of nerve stimulation/recording or it may involve the implementation of neural circuits using computer software (e.g., neuron).

Credit Value (FCE): 0.50
Campus(es): St. George
Delivery Mode: In Class

BME1473H - Acquisition and Processing of Bioelectric Signals

Neural signals can be used to diagnose diseases, to investigate the mechanisms by which the nervous system operates, and to control assistive devices. This course will introduce students to state-of-the-art methods in measuring the electrical activity of the nervous system. The biophysical basis of bioelectric recordings will be described, after which data collection and signal processing methods will be discussed for a range of modalities, including: electroencephalography, intracranial recordings, electromyography, electroneurography, and evoked potentials. Applications and examples will be provided for each of the techniques studied, drawn from fields including neuroscience, neurorehabilitation, kinesiology, and neurosurgery. Students will have the opportunity to apply selected methods of the course to a problem in their own areas of research.

Credit Value (FCE): 0.50
Campus(es): St. George
Delivery Mode: In Class

BME1477H - Biomedical Engineering Project Design and Execution

This course aims to provide students with practical research and academic skills by: 1) practicing fundamental research questioning, hypothesis generation, and research goals to define an individual research approach; 2) exploring project management and research planning to increase individual productivity; 3) comprehending the philosophy of research and ethical considerations pertaining to biomedical engineering in order to produce high quality research; and 4) disseminating individual work in written and oral formats to translate individual knowledge and to share multidisciplinary research in creative ways. To achieve these aims, aspects of academic communication will be practiced through interactive workshops that cover literature searching, proposal writing, peer review, the visual display of information, and knowledge mobilization/translation. Throughout the semester, independent study will be centred on the student’s own research topic with written, oral, and graphical communication; while team work will explore a multidisciplinary project that encourages the translation of scientific knowledge to broader audiences. Students will develop these skills while learning how to position themselves and their research for employment purposes.

Credit Value (FCE): 0.50
Campus(es): St. George
Delivery Mode: In Class

BME1478H - Coding for Biomedical Engineers

Today's biomedical engineers will encounter many situations where an ability to perform basic computer programming is desirable if not essential. This is a hands-on course, teaching graduate students the basics of coding in the context of different biomedical engineering scenarios. Students will become familiar with the UNIX operating environment, Python scripting, and task automation, in addition to analyzing, modelling, and manipulating data. The class will involve working through practical examples and solving real problems through a mix of online and live workshops. This course requires no previous programming experience.

Credit Value (FCE): 0.50
Campus(es): St. George
Delivery Mode: In Class

BME1479H - Statistical Discovery Techniques for Biomedical Researchers

This course is intended to provide students interested in biomedical research with an introduction to core statistical concepts and methods, including experimental design. The course also provides a good foundation in the use of discovery tools provided by a data analysis and visualization software. The topics covered will include: i) Importance of being uncertain; ii) Error bars; iii) Significance, p-values and t-tests; iv) Power and sample size; v) Visualizing samples with box plots; vi) Comparing samples; vii) Non parametric tests; viii) Designing comparative experiments; ix) Analysis of variance and blocking; x) Replication; xi) Two-factor designs; xii) Association, correlation and causation; xvi) Simple and multiple linear regression; xvii) Regression diagnostics. The concepts will be illustrated with realistic examples that are commonly encountered by biomedical researchers. The main statistical software package used in this course is JMP (installed on your laptop).

Credit Value (FCE): 0.50
Campus(es): St. George
Delivery Mode: In Class

BME1480H - Experimental Design and Multivariate Analysis in Bioengineering

In this course, students will learn to apply statistical approaches to efficiently design and analyse bioengineering experiments. The course first briefly reviews some fundamental statistical concepts related to the design and analysis of experiments (statistical distributions, the central limit theorem, linear functions of random variables and error propagation, ANOVA, multiple regression). The main topics covered include: screening designs, full factorial designs, blocking and replication, response surface methods, custom designs, sequential design strategies, non-normal responses and transformations. The students will learn to apply these statistical approaches to solve practical problems in bioengineering, in particular to examine and control the interactions of living systems with molecular and physical factors. They will also be expected to become proficient in the use of statistical software to design experiments and analyse them. Finally, the students will be expected to gain enough knowledge.

Credit Value (FCE): 0.50
Campus(es): St. George
Delivery Mode: In Class

BME1500H - Topics in Neuromodulation

The field of Neuromodulation and its therapeutic application is experiencing unprecedented growth. Advanced therapies resulting from the convergence of machine learning, optical interfaces, electronics, mathematics, material sciences, image-guided surgery, neuroscience, and big data analyses are being rapidly developed and deployed. The primary goal of this course is to introduce students to various neuromodulation modalities, provide students with the knowledge to be prepared for research or industrial endeavors in neuromodulation as well as provide hands-on experience performing real brain data analyses. Topics covered include interventions that are non-invasive (i.e., transcranial stimulation, functional electrical stimulation, transcutaneous spinal cord stimulation), invasive (i.e., deep brain stimulation, subcutaneous spinal cord stimulation), emerging (i.e., focused ultrasound, laser interstitial thermal therapy), and pre-clinical (i.e., optogenetics, gene therapy), in the context of movement, psychiatric, pain, and memory disorders.

Credit Value (FCE): 0.50
Course is eligible to be completed as Credit/No Credit: Yes
Campus(es): St. George
Delivery Mode: In Class

BME1510H - Data Science for Biomedical Engineers

This course will introduce students to fundamentals of data science with a specific focus on the application of these methods to biological data. The topics covered will include: 1) structures for data representation; 2) data visualization; 3) methods for diagnosing quality of data; 4) detection, interpretation, and removal of outlier data; 5) preprocessing methods including variable transformations, feature selection, and feature detection; 6) methods for supervised learning, including classification and regression; 7) methods for unsupervised learning, including clustering.

Credit Value (FCE): 0.50
Recommended Preparation: BME1478H and BME1479H
Campus(es): St. George
Delivery Mode: In Class

BME1520H - Applications of Universal Design for Preventing Injury

This graduate level course will provide in-depth coverage on the state-of-the-art approaches for applying principles of universal design and high reliability organizations to preventing these injuries and illnesses. These principles include topics from the fields of biomechanics, ergonomics, and human factors. In particular, we will focus on the needs of individuals with disabilities and their caregivers, who are likely to experience the greatest negative impacts of injury and illness. You will learn how to prevent injury and illness for yourself, the people you care about and for society.

The course will consist of a combination of lectures from the instructor and student seminar presentations. The evaluation for the course will be project-based. Students will be asked to develop a preventative approach based on the topics discussed and develop a plan for how it could be implemented and/or evaluated (5-page proposal). Each student will present their proposal in an initial 20-minute oral presentation (in weeks 5 and 6) and a final 20-minute oral presentation followed by class discussion (in weeks 11, 12) on their chosen solution. All students will be asked to provide constructive feedback on their peers’ written and oral communication skills and will be evaluated on the quality of their feedback.

Credit Value (FCE): 0.50
Campus(es): St. George
Delivery Mode: In Class